Datasets:
image_id string | image image | label class label | label_name string | dataset string | domain string | institution string | license string | microns_per_pixel float32 | modality string | ncbitaxon_id string | ncbitaxon_name string | pmid string | split string | stain string | subdomain string | submodality string | synthetic bool | bto_id string | bto_name string | cellontology_id string | cellontology_name string | classes_to_idx string | comment string | dataset_name string | dataset_slug string | dataset_parent string | filename string | file_size int32 | fma_id string | fma_name string | instance_count string | image_md5 string | label_task string | label_additional_info string | label_description string | label_synonyms string | last_updated string | loinc_id string | mesh_id string | mesh_name string | ncit_id string | normal_or_abnormal string | original_filename string | phash string | snomedct_id string | supported_tasks string | caption string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
afc2502b-b2ae-418c-8e96-504eb6f470b0 | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00363_afc2502b_33543_split-train_chronic-heart-failure.png | 131,770 | null | null | null | eb30b103577588f5b7480c7c60e5e7f3 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:00.769Z | null | null | null | NCIT_C50577 | abnormal | 33543_0_fal_11_0.png | null | SCTID_48447003 | multi_class | null | |
b2350fc1-5be3-444a-91c5-a56559c230b8 | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00950_b2350fc1_36133_split-train_not-chronic-heart-failure.png | 128,874 | null | null | null | 329ec3767e92cd26ac9d60a8fa4b9e18 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:00.789Z | null | null | null | null | normal | 36133_1_nrm_25_0.png | null | null | multi_class | null | |
ede97942-ae46-42d1-b294-5694c213e0e9 | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00044_ede97942_33387_split-train_chronic-heart-failure.png | 152,936 | null | null | null | ee58ad5903b2a9677d8a1ef91a94d1db | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:00.794Z | null | null | null | NCIT_C50577 | abnormal | 33387_0_fal_11_0.png | null | SCTID_48447003 | multi_class | null | |
4f022002-ba06-4e0f-a235-08b69cf42054 | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00721_4f022002_35636_split-train_not-chronic-heart-failure.png | 159,923 | null | null | null | 860fdeb92c0d58f9f060a0fea985430c | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:00.800Z | null | null | null | NCIT_C162623 | normal | 35636_1_nrm_33_0.png | null | SCTID_61618002 | multi_class | null | |
e2818708-65c2-47ac-801f-451c517a6e75 | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00050_e2818708_33387_split-train_chronic-heart-failure.png | 149,136 | null | null | null | 3efbb5d9d8f00500621f44968fc05af3 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:00.820Z | null | null | null | NCIT_C50577 | abnormal | 33387_0_fal_2_0.png | null | SCTID_48447003 | multi_class | null | |
63076ecf-8013-4437-85d5-79f30c1adad8 | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00474_63076ecf_34078_split-train_chronic-heart-failure.png | 148,617 | null | null | null | cf055c8d2639b8e7b75c6789e8eaf9af | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:00.834Z | null | null | null | NCIT_C50577 | abnormal | 34078_0_fal_17_0.png | null | SCTID_48447003 | multi_class | null | |
a365bcf9-abaf-4e45-a182-351a0bdc9190 | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00138_a365bcf9_33411_split-train_chronic-heart-failure.png | 154,246 | null | null | null | c7b18b70131cbff790621f8d89f95bfb | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:00.838Z | null | null | null | NCIT_C50577 | abnormal | 33411_0_fal_30_0.png | null | SCTID_48447003 | multi_class | null | |
d09d21c8-1cfb-46d9-92d7-3b37afc92754 | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00569_d09d21c8_35591_split-train_not-chronic-heart-failure.png | 137,296 | null | null | null | f41c1d48528946441d93aac458173121 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:00.877Z | null | null | null | null | normal | 35591_1_nrm_43_0.png | null | null | multi_class | null | |
da8d4dd3-8fa8-4332-9339-dba79585eacc | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00320_da8d4dd3_33487_split-train_chronic-heart-failure.png | 158,218 | null | null | null | a2bde11b3c9731b9c9b25a82b3c414bf | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:00.880Z | null | null | null | NCIT_C50577 | abnormal | 33487_0_fal_14_0.png | null | SCTID_48447003 | multi_class | null | |
221f8e7a-711e-4248-8567-fd6cfa5b6b1a | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00662_221f8e7a_35624_split-train_not-chronic-heart-failure.png | 141,989 | null | null | null | 1d27b3a4d96f4769821bddf196a2c229 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:00.882Z | null | null | null | NCIT_C162623 | normal | 35624_1_nrm_2_0.png | null | SCTID_61618002 | multi_class | null | |
19e32d4b-6e39-4b72-8a9e-b944ab970504 | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 01045_19e32d4b_36157_split-train_not-chronic-heart-failure.png | 138,276 | null | null | null | 054a51e574c0f41c72cbe171d8ca1df6 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:00.891Z | null | null | null | NCIT_C162623 | normal | 36157_1_nrm_15_0.png | null | SCTID_61618002 | multi_class | null | |
4372a8a7-f51e-4bbc-8f6f-0a32228dc22c | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00479_4372a8a7_34078_split-train_chronic-heart-failure.png | 146,022 | null | null | null | d49464b9d8223346762c0743c297fc79 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:00.907Z | null | null | null | NCIT_C50577 | abnormal | 34078_0_fal_2_0.png | null | SCTID_48447003 | multi_class | null | |
42c4246b-bf25-420a-b24b-568c6bd795b7 | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00570_42c4246b_35591_split-train_not-chronic-heart-failure.png | 138,970 | null | null | null | cf1db9bdff05cccb90b57bd862383ade | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:00.913Z | null | null | null | null | normal | 35591_1_nrm_51_0.png | null | null | multi_class | null | |
494e84bb-e399-4dd1-82c7-cfd4a7a6bb54 | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00908_494e84bb_36125_split-train_not-chronic-heart-failure.png | 137,924 | null | null | null | ab516598fae1a33ff676524ea7733aeb | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:00.929Z | null | null | null | NCIT_C162623 | normal | 36125_1_nrm_39_0.png | null | SCTID_61618002 | multi_class | null | |
8a1142c7-1f66-42a3-903f-c27e942d9949 | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00821_8a1142c7_35877_split-train_not-chronic-heart-failure.png | 130,704 | null | null | null | 107b765c3d7fed56aa990db41f0e348e | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:00.940Z | null | null | null | NCIT_C162623 | normal | 35877_1_nrm_17_0.png | null | SCTID_61618002 | multi_class | null | |
dc37e453-d7ca-4065-adfe-319a654b5daf | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00814_dc37e453_35877_split-train_not-chronic-heart-failure.png | 137,202 | null | null | null | e9b8d402a2895db64bfe207a44e4b14e | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:00.943Z | null | null | null | NCIT_C162623 | normal | 35877_1_nrm_10_0.png | null | SCTID_61618002 | multi_class | null | |
acc02b06-5a47-4753-add3-d1b06db13879 | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00211_acc02b06_33422_split-train_chronic-heart-failure.png | 135,577 | null | null | null | f04e4ffb6179851a92b0752b44f874cf | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:00.946Z | null | null | null | NCIT_C50577 | abnormal | 33422_0_fal_18_0.png | null | SCTID_48447003 | multi_class | null | |
f5460a21-1db1-4105-a098-73f3b97ed759 | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00478_f5460a21_34078_split-train_chronic-heart-failure.png | 157,143 | null | null | null | e7c135b1c4ee9e4d341032086dd0a955 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:00.963Z | null | null | null | NCIT_C50577 | abnormal | 34078_0_fal_29_0.png | null | SCTID_48447003 | multi_class | null | |
67ad9355-5faa-471c-9234-8987698f96a6 | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 01140_67ad9355_36176_split-train_not-chronic-heart-failure.png | 138,764 | null | null | null | 0245e94d7b8250b47b46b72ba7c56015 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:00.993Z | null | null | null | NCIT_C162623 | normal | 36176_1_nrm_34_0.png | null | SCTID_61618002 | multi_class | null | |
724f8a0e-cd99-4e3e-b57d-f29b7760e595 | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00901_724f8a0e_36124_split-train_not-chronic-heart-failure.png | 146,636 | null | null | null | 26f27b19106f5dd8a33472740603fc33 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.002Z | null | null | null | NCIT_C162623 | normal | 36124_1_nrm_6_0.png | null | SCTID_61618002 | multi_class | null | |
1f4c3f3f-e3cf-45fc-8a8c-a76340ca2391 | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00867_1f4c3f3f_36112_split-train_not-chronic-heart-failure.png | 130,090 | null | null | null | 24f6c2fb38267f2744f420523f17138d | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.006Z | null | null | null | null | normal | 36112_1_nrm_28_0.png | null | null | multi_class | null | |
348abaca-8c9a-4a48-a4e9-63800c48abe4 | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00761_348abaca_35645_split-train_not-chronic-heart-failure.png | 147,764 | null | null | null | 4aa402132aa6189f7e12c769a69e3a3b | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.015Z | null | null | null | null | normal | 35645_1_nrm_30_0.png | null | null | multi_class | null | |
8b21ea38-22fd-4301-a4ec-2ff87f3089cb | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00619_8b21ea38_35604_split-train_not-chronic-heart-failure.png | 149,505 | null | null | null | c4b62863a823065d5433ce83e4eb5158 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.025Z | null | null | null | NCIT_C162623 | normal | 35604_1_nrm_27_0.png | null | SCTID_61618002 | multi_class | null | |
98b6a834-bbf6-47e3-8d69-400dfe00b05c | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00796_98b6a834_35650_split-train_not-chronic-heart-failure.png | 156,398 | null | null | null | 8523ca39b5ee4665e324ed78a56cbef0 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.029Z | null | null | null | null | normal | 35650_1_nrm_32_0.png | null | null | multi_class | null | |
f3388d9c-d9df-406b-834c-3adca78d63ef | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00269_f3388d9c_33478_split-train_chronic-heart-failure.png | 151,430 | null | null | null | 874af00bccad77b0217bf9ea2ddfb0df | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.060Z | null | null | null | NCIT_C50577 | abnormal | 33478_0_fal_40_0.png | null | SCTID_48447003 | multi_class | null | |
c0a2ad85-1d78-42e9-8c5a-f0b17b39be95 | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00481_c0a2ad85_34078_split-train_chronic-heart-failure.png | 151,952 | null | null | null | e54abd08cbc636e8592c7d713817d192 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.080Z | null | null | null | NCIT_C50577 | abnormal | 34078_0_fal_41_0.png | null | SCTID_48447003 | multi_class | null | |
12517156-c087-489e-a8b2-3d97f92cbcd0 | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00657_12517156_35623_split-train_not-chronic-heart-failure.png | 159,217 | null | null | null | 0ce820eb445f28f8d65077c2593a4477 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.084Z | null | null | null | NCIT_C162623 | normal | 35623_1_nrm_41_0.png | null | SCTID_61618002 | multi_class | null | |
a571b04d-a033-4713-85bf-6a44579c0428 | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00911_a571b04d_36125_split-train_not-chronic-heart-failure.png | 129,155 | null | null | null | ada570552322814eaf8a46827fc5dbaa | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.095Z | null | null | null | NCIT_C162623 | normal | 36125_1_nrm_50_0.png | null | SCTID_61618002 | multi_class | null | |
35a8bb0c-b998-4a01-9d09-0367ae886ce3 | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00882_35a8bb0c_36120_split-train_not-chronic-heart-failure.png | 152,175 | null | null | null | 223859d6fac0854478d52b5e49a0e7cb | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.099Z | null | null | null | NCIT_C162623 | normal | 36120_1_nrm_17_0.png | null | SCTID_61618002 | multi_class | null | |
2f47ddda-e2f3-4cfa-b2ac-9ebeb526e36f | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 01095_2f47ddda_36168_split-train_not-chronic-heart-failure.png | 138,294 | null | null | null | 798dbfc36bb5bf71c0b7b8dc76dba67f | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.106Z | null | null | null | null | normal | 36168_1_nrm_36_0.png | null | null | multi_class | null | |
ae57b496-5bba-44f2-83e7-d2043262860d | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00898_ae57b496_36124_split-train_not-chronic-heart-failure.png | 146,098 | null | null | null | 907282a6951970d208f34f4e8574a883 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.110Z | null | null | null | NCIT_C162623 | normal | 36124_1_nrm_42_0.png | null | SCTID_61618002 | multi_class | null | |
32e3e68f-9682-4577-9b86-ccabc4d9a68a | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00158_32e3e68f_33413_split-train_chronic-heart-failure.png | 144,523 | null | null | null | 2a4101dc0d25065513b323c56b86f4db | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.112Z | null | null | null | NCIT_C50577 | abnormal | 33413_0_fal_23_0.png | null | SCTID_48447003 | multi_class | null | |
a60a72a2-65dd-4983-8f4d-d7509614c0a2 | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00780_a60a72a2_35647_split-train_not-chronic-heart-failure.png | 148,399 | null | null | null | efcd6b2126ab3269cd52d83e9f7a2d87 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.120Z | null | null | null | NCIT_C162623 | normal | 35647_1_nrm_2_0.png | null | SCTID_61618002 | multi_class | null | |
0f3d55ce-b2e6-4d9b-a938-25f5184e7b07 | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 01028_0f3d55ce_36151_split-train_not-chronic-heart-failure.png | 138,911 | null | null | null | 5a7086f7e3f583e7e037e050e934b2cd | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.139Z | null | null | null | null | normal | 36151_1_nrm_34_0.png | null | null | multi_class | null | |
1887e095-145d-460b-9a35-21c181d5327d | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 01018_1887e095_36150_split-train_not-chronic-heart-failure.png | 156,810 | null | null | null | 1ab98da79a9eef8d9e58f884bb652800 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.145Z | null | null | null | null | normal | 36150_1_nrm_2_0.png | null | null | multi_class | null | |
56dde365-74b3-44bd-92d5-a2a72a696a1e | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00777_56dde365_35647_split-train_not-chronic-heart-failure.png | 154,521 | null | null | null | c479a80f1bbc1c2006b7aaabb979e5a2 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.149Z | null | null | null | NCIT_C162623 | normal | 35647_1_nrm_17_0.png | null | SCTID_61618002 | multi_class | null | |
14bd6149-5eae-4861-a588-7c68ee9eba16 | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00538_14bd6149_34087_split-train_chronic-heart-failure.png | 140,902 | null | null | null | f33503448e4bd9c390ef027a06d8b856 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.157Z | null | null | null | NCIT_C50577 | abnormal | 34087_0_fal_2_0.png | null | SCTID_48447003 | multi_class | null | |
d1510807-6143-43bc-8114-6f8e836ab60b | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00658_d1510807_35623_split-train_not-chronic-heart-failure.png | 136,914 | null | null | null | 199f35476aa6601f283433da6fe96a90 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.161Z | null | null | null | NCIT_C162623 | normal | 35623_1_nrm_43_0.png | null | SCTID_61618002 | multi_class | null | |
213dd889-c01c-421f-a15c-8f8c3ccd7d1c | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00118_213dd889_33403_split-train_chronic-heart-failure.png | 153,118 | null | null | null | 50c46f592b705b938a2331f9a037441e | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.176Z | null | null | null | NCIT_C50577 | abnormal | 33403_0_fal_49_0.png | null | SCTID_48447003 | multi_class | null | |
84c4dac8-b0cd-47f7-bb4b-a8eb17a26739 | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 01099_84c4dac8_36168_split-train_not-chronic-heart-failure.png | 151,212 | null | null | null | 86b0967d76f4e47c8aca7963f14d6976 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.196Z | null | null | null | null | normal | 36168_1_nrm_48_0.png | null | null | multi_class | null | |
29015807-d697-4e05-a633-2699eba5553a | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00603_29015807_35598_split-train_not-chronic-heart-failure.png | 151,136 | null | null | null | 3b11522294aacdcd30b865ea73242173 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.200Z | null | null | null | null | normal | 35598_1_nrm_7_0.png | null | null | multi_class | null | |
c851b7d4-7e49-489f-887f-cbc6bf17e65e | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00076_c851b7d4_33393_split-train_chronic-heart-failure.png | 162,370 | null | null | null | 6904d32b5a7941b2bec93b3f2e26295b | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.205Z | null | null | null | NCIT_C50577 | abnormal | 33393_0_fal_9_0.png | null | SCTID_48447003 | multi_class | null | |
eb2fee06-967c-4bea-a289-121a47af042d | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00804_eb2fee06_35876_split-train_not-chronic-heart-failure.png | 128,885 | null | null | null | f757b738c014dc83dc69f533e984df7e | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.212Z | null | null | null | null | normal | 35876_1_nrm_12_0.png | null | null | multi_class | null | |
23943b97-81e9-423b-adbb-9d24398bc255 | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00791_23943b97_35648_split-train_not-chronic-heart-failure.png | 133,005 | null | null | null | 628e14bd32e989a9054e4cab9c6e949f | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.264Z | null | null | null | null | normal | 35648_1_nrm_8_0.png | null | null | multi_class | null | |
5fa286d2-8494-437a-925f-6c170e80297a | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00270_5fa286d2_33478_split-train_chronic-heart-failure.png | 154,315 | null | null | null | 3f98d1328b3820ef293b424ffb517a9c | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.278Z | null | null | null | NCIT_C50577 | abnormal | 33478_0_fal_41_0.png | null | SCTID_48447003 | multi_class | null | |
dd7a3aea-2a30-441c-8cb0-ac2c03830dac | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00666_dd7a3aea_35624_split-train_not-chronic-heart-failure.png | 128,073 | null | null | null | 8055416c48370913e6cbd0dedde16664 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.299Z | null | null | null | NCIT_C162623 | normal | 35624_1_nrm_37_0.png | null | SCTID_61618002 | multi_class | null | |
963aba4f-95c7-4dd2-9cac-ddc158629d6c | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00159_963aba4f_33413_split-train_chronic-heart-failure.png | 140,951 | null | null | null | ee6cfc9d0769fdef59944e7a4b1adff0 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.304Z | null | null | null | NCIT_C50577 | abnormal | 33413_0_fal_25_0.png | null | SCTID_48447003 | multi_class | null | |
9b1a35cc-6a0a-484f-a144-da6c8f140e23 | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00388_9b1a35cc_33547_split-train_chronic-heart-failure.png | 145,708 | null | null | null | c3f17a92e0866253313df247e02cf3b5 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.322Z | null | null | null | NCIT_C50577 | abnormal | 33547_0_fal_17_0.png | null | SCTID_48447003 | multi_class | null | |
98309bc2-239c-4009-bff4-a4a13b75f34b | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00798_98309bc2_35650_split-train_not-chronic-heart-failure.png | 148,514 | null | null | null | 57e5291f7b94a345ea9e9b943780e472 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.352Z | null | null | null | null | normal | 35650_1_nrm_36_0.png | null | null | multi_class | null | |
18e08223-6f9f-42aa-b9ee-4c41f1f3fb86 | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00013_18e08223_33382_split-train_chronic-heart-failure.png | 149,977 | null | null | null | 47ed90fe0cecf2610459506b9fe86f4b | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.378Z | null | null | null | NCIT_C50577 | abnormal | 33382_0_fal_1_0.png | null | SCTID_48447003 | multi_class | null | |
68ac1301-f660-4307-bde1-e1051a7c71f9 | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 01052_68ac1301_36157_split-train_not-chronic-heart-failure.png | 148,192 | null | null | null | e67e80ca26db080c6d5820bf4ae25fa3 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.397Z | null | null | null | NCIT_C162623 | normal | 36157_1_nrm_3_0.png | null | SCTID_61618002 | multi_class | null | |
91aa82b9-ea99-4e1a-9309-e7e2d593bccb | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00786_91aa82b9_35648_split-train_not-chronic-heart-failure.png | 127,932 | null | null | null | 4d1a7fa8831195397d3c35752b459c3c | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.431Z | null | null | null | null | normal | 35648_1_nrm_34_0.png | null | null | multi_class | null | |
976e3aff-f101-4501-8e0c-d2c2cd95f37d | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00068_976e3aff_33393_split-train_chronic-heart-failure.png | 136,286 | null | null | null | ddf1331f22fea201c97401e0be053663 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.448Z | null | null | null | NCIT_C50577 | abnormal | 33393_0_fal_1_0.png | null | SCTID_48447003 | multi_class | null | |
65b182c2-1ef7-49c3-a242-545927a5cb5f | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00967_65b182c2_36134_split-train_not-chronic-heart-failure.png | 146,312 | null | null | null | 04ccd94c119bcb93a15d804f9cea5561 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.453Z | null | null | null | null | normal | 36134_1_nrm_9_0.png | null | null | multi_class | null | |
50a65f58-f2a7-426c-9a1a-0379b1214da3 | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00655_50a65f58_35623_split-train_not-chronic-heart-failure.png | 141,506 | null | null | null | e54d7542a9ea7a9ea09a24db4f0b6380 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.456Z | null | null | null | NCIT_C162623 | normal | 35623_1_nrm_3_0.png | null | SCTID_61618002 | multi_class | null | |
4f84fd16-712e-4e1c-a311-1c96328483fe | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00740_4f84fd16_35641_split-train_not-chronic-heart-failure.png | 144,976 | null | null | null | 24b1111ba0c5cb88facef263d21de705 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.482Z | null | null | null | null | normal | 35641_1_nrm_30_0.png | null | null | multi_class | null | |
b59786ea-05df-4c4e-8b57-a3ffa657c40c | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00193_b59786ea_33419_split-train_chronic-heart-failure.png | 152,029 | null | null | null | 7b150d9545684542004ec4993e5ea661 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.485Z | null | null | null | NCIT_C50577 | abnormal | 33419_0_fal_28_0.png | null | SCTID_48447003 | multi_class | null | |
fbfe63f3-b969-4148-875e-40fc4afacb55 | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00192_fbfe63f3_33419_split-train_chronic-heart-failure.png | 159,205 | null | null | null | 915157636912608846e88b260ceb82c6 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.488Z | null | null | null | NCIT_C50577 | abnormal | 33419_0_fal_27_0.png | null | SCTID_48447003 | multi_class | null | |
73525101-1fde-4acd-9813-9bc1a38d1609 | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 01081_73525101_36164_split-train_not-chronic-heart-failure.png | 151,777 | null | null | null | 9ac15a7d490793fece1bec4b9a4765e4 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.498Z | null | null | null | null | normal | 36164_1_nrm_2_0.png | null | null | multi_class | null | |
f00ff078-45c9-472f-aa45-656e02339ffc | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00860_f00ff078_36112_split-train_not-chronic-heart-failure.png | 128,148 | null | null | null | 7241f02aa9d09d25eca0b7a66feba13e | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.506Z | null | null | null | null | normal | 36112_1_nrm_12_0.png | null | null | multi_class | null | |
1ad24b7b-e1b8-45d6-a534-2d60dcf7a672 | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00832_1ad24b7b_35879_split-train_not-chronic-heart-failure.png | 131,461 | null | null | null | 1efb70186e1856a972f56172367bb285 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.511Z | null | null | null | null | normal | 35879_1_nrm_19_0.png | null | null | multi_class | null | |
1de798be-3cd9-4026-aa82-b3a21df6d400 | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00162_1de798be_33413_split-train_chronic-heart-failure.png | 143,650 | null | null | null | c8dff2e01223c9d145b3532e99d4ebf7 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.528Z | null | null | null | NCIT_C50577 | abnormal | 33413_0_fal_39_0.png | null | SCTID_48447003 | multi_class | null | |
f35ff632-6003-44eb-8252-3704fdfa866c | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00620_f35ff632_35604_split-train_not-chronic-heart-failure.png | 157,584 | null | null | null | 03133116ac6e30158905135e85a06487 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.533Z | null | null | null | NCIT_C162623 | normal | 35604_1_nrm_28_0.png | null | SCTID_61618002 | multi_class | null | |
0adc82d9-8441-4ea6-ae0f-e6a125252759 | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 01070_0adc82d9_36162_split-train_not-chronic-heart-failure.png | 121,342 | null | null | null | a43b9d095cec7672696d21b00dcdd537 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.542Z | null | null | null | null | normal | 36162_1_nrm_18_0.png | null | null | multi_class | null | |
e47d3dd7-0655-4418-b575-4a0f28a8327f | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00266_e47d3dd7_33478_split-train_chronic-heart-failure.png | 139,126 | null | null | null | b4ca5b9ef9912eb60bc366edead9cb0f | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.545Z | null | null | null | NCIT_C50577 | abnormal | 33478_0_fal_22_0.png | null | SCTID_48447003 | multi_class | null | |
f2dbc12f-4ab0-4a3b-ae09-d99d1e4d1cd7 | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00741_f2dbc12f_35641_split-train_not-chronic-heart-failure.png | 152,028 | null | null | null | f489bdf227e640a9df4e49aae7baaa99 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.584Z | null | null | null | null | normal | 35641_1_nrm_32_0.png | null | null | multi_class | null | |
3ea25f7c-5cca-4b70-9de0-574c7dec3254 | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00483_3ea25f7c_34078_split-train_chronic-heart-failure.png | 158,323 | null | null | null | a427b920f1d91229ba6bc0b85891c675 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.598Z | null | null | null | NCIT_C50577 | abnormal | 34078_0_fal_46_0.png | null | SCTID_48447003 | multi_class | null | |
e056dabe-f672-4e5d-bc5f-82ed506cc82e | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00289_e056dabe_33481_split-train_chronic-heart-failure.png | 147,100 | null | null | null | a1e06b86e5a1c3623ecf6141d16637f3 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.619Z | null | null | null | NCIT_C50577 | abnormal | 33481_0_fal_19_0.png | null | SCTID_48447003 | multi_class | null | |
ae7b18cd-ccf2-4617-a9d3-943754d7126e | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00712_ae7b18cd_35634_split-train_not-chronic-heart-failure.png | 153,782 | null | null | null | 4f534a881dce1b8bc678e5b92a34626b | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.646Z | null | null | null | NCIT_C162623 | normal | 35634_1_nrm_37_0.png | null | SCTID_61618002 | multi_class | null | |
55369912-f4f3-4749-a7d3-e613ff586bbd | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00776_55369912_35647_split-train_not-chronic-heart-failure.png | 134,318 | null | null | null | d99b88d736e79c54ac2b304f428e1b07 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.659Z | null | null | null | NCIT_C162623 | normal | 35647_1_nrm_16_0.png | null | SCTID_61618002 | multi_class | null | |
8bf39cf0-55a9-441f-a057-6f732d7cde04 | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 01020_8bf39cf0_36150_split-train_not-chronic-heart-failure.png | 146,857 | null | null | null | 512230210431385f38c9f0f55d8d08ee | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.680Z | null | null | null | null | normal | 36150_1_nrm_42_0.png | null | null | multi_class | null | |
b0444897-4515-438c-846c-97715da1135f | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00595_b0444897_35598_split-train_not-chronic-heart-failure.png | 145,054 | null | null | null | f093b72a10e2b974818ac74ce95c851f | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.685Z | null | null | null | null | normal | 35598_1_nrm_14_0.png | null | null | multi_class | null | |
cd919990-0564-41b6-b3cd-0f722bdf7a46 | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00435_cd919990_33553_split-train_not-chronic-heart-failure.png | 147,366 | null | null | null | 2c3f1b1b2060e55e57b9b44ba67baa96 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.700Z | null | null | null | NCIT_C162623 | normal | 33553_1_nrm_16_0.png | null | SCTID_61618002 | multi_class | null | |
83788316-4b6d-47cc-a46b-fc474adb1175 | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00652_83788316_35623_split-train_not-chronic-heart-failure.png | 156,062 | null | null | null | 453350f9957db77027050ce9ad6e6d81 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.704Z | null | null | null | NCIT_C162623 | normal | 35623_1_nrm_20_0.png | null | SCTID_61618002 | multi_class | null | |
a1283905-8502-487e-bee3-7fb34105d5b6 | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00551_a1283905_35588_split-train_not-chronic-heart-failure.png | 147,893 | null | null | null | 0f23b0f4f55da33858dd7eaea47b822e | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.708Z | null | null | null | null | normal | 35588_1_nrm_11_0.png | null | null | multi_class | null | |
1b02a57a-9ad1-4d02-b5bb-d5f6a7b7ea92 | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00604_1b02a57a_35598_split-train_not-chronic-heart-failure.png | 151,803 | null | null | null | 7ef2f4b8b6b95dff2e1e84396cb7fa5e | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.734Z | null | null | null | null | normal | 35598_1_nrm_8_0.png | null | null | multi_class | null | |
31255122-8881-49b3-93b9-5931e5053eab | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00273_31255122_33478_split-train_chronic-heart-failure.png | 139,316 | null | null | null | 5f3088b2635d163fe6b8fe9098d51a71 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.741Z | null | null | null | NCIT_C50577 | abnormal | 33478_0_fal_6_0.png | null | SCTID_48447003 | multi_class | null | |
e612e0ac-a017-42d3-a6e9-84b294c51b53 | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00579_e612e0ac_35593_split-train_not-chronic-heart-failure.png | 125,394 | null | null | null | 5e17c1d6a639b2a3dbb672b6c02026be | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.748Z | null | null | null | NCIT_C162623 | normal | 35593_1_nrm_38_0.png | null | SCTID_61618002 | multi_class | null | |
82622aa4-6ff0-44b9-ac30-3fc771456746 | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00424_82622aa4_33552_split-train_chronic-heart-failure.png | 134,377 | null | null | null | 7e75eb01963e20f2901508de28cb2e4a | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.755Z | null | null | null | NCIT_C50577 | abnormal | 33552_0_fal_3_0.png | null | SCTID_48447003 | multi_class | null | |
bba6bc6b-0259-4eb6-bce4-95927196ca40 | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00865_bba6bc6b_36112_split-train_not-chronic-heart-failure.png | 142,607 | null | null | null | 1cb8623fbec17d0b8a8bb28388f0f6e0 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.788Z | null | null | null | null | normal | 36112_1_nrm_21_0.png | null | null | multi_class | null | |
d3d90fc9-0a9c-4d7b-9ded-57aaf8b8542c | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00364_d3d90fc9_33543_split-train_chronic-heart-failure.png | 134,201 | null | null | null | cf478b97f62b7f3064c5262fcaeda93b | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.791Z | null | null | null | NCIT_C50577 | abnormal | 33543_0_fal_13_0.png | null | SCTID_48447003 | multi_class | null | |
981a9c6e-bed3-42a0-b8b1-1d59b39f8468 | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00113_981a9c6e_33403_split-train_chronic-heart-failure.png | 154,070 | null | null | null | fa823567f2fd5406d994729d695ce687 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.793Z | null | null | null | NCIT_C50577 | abnormal | 33403_0_fal_32_0.png | null | SCTID_48447003 | multi_class | null | |
ac4d0911-9177-458a-b40b-e3c10e75f00e | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00797_ac4d0911_35650_split-train_not-chronic-heart-failure.png | 146,912 | null | null | null | 6f130b9d1bdc1096153611f096f87d5c | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.796Z | null | null | null | null | normal | 35650_1_nrm_34_0.png | null | null | multi_class | null | |
9a71f5a2-dc65-415c-b212-fceffcb2106f | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00258_9a71f5a2_33475_split-train_chronic-heart-failure.png | 153,014 | null | null | null | a1feed340e47bdb42267376525c7f275 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.840Z | null | null | null | NCIT_C50577 | abnormal | 33475_0_fal_2_0.png | null | SCTID_48447003 | multi_class | null | |
9daee320-375b-4606-a76f-664c1b66f8a9 | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00884_9daee320_36120_split-train_not-chronic-heart-failure.png | 141,347 | null | null | null | b8c1ab886473f1f779420632356b057c | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.865Z | null | null | null | NCIT_C162623 | normal | 36120_1_nrm_22_0.png | null | SCTID_61618002 | multi_class | null | |
bdefddde-790b-44d2-b002-57250ac0ec00 | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00576_bdefddde_35593_split-train_not-chronic-heart-failure.png | 135,586 | null | null | null | 955dcd752e5adc1d2412db4f30479c26 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.875Z | null | null | null | NCIT_C162623 | normal | 35593_1_nrm_2_0.png | null | SCTID_61618002 | multi_class | null | |
7c044d29-3c3b-424c-9041-66f2b94cfa27 | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00029_7c044d29_33383_split-train_chronic-heart-failure.png | 129,755 | null | null | null | 22af4c03c50a42b9c0802c177c7cde52 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.879Z | null | null | null | NCIT_C50577 | abnormal | 33383_0_fal_45_0.png | null | SCTID_48447003 | multi_class | null | |
b391ce49-2aed-4092-8927-e9cdf6fa0256 | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00324_b391ce49_33487_split-train_chronic-heart-failure.png | 160,307 | null | null | null | 78bbb2c76e950d179093664963a95f78 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.884Z | null | null | null | NCIT_C50577 | abnormal | 33487_0_fal_31_0.png | null | SCTID_48447003 | multi_class | null | |
08c1a59f-edba-4dce-a394-23275f3d48c3 | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 01133_08c1a59f_36176_split-train_not-chronic-heart-failure.png | 117,740 | null | null | null | faff4f12891544253b0f383f23f7d7e4 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.899Z | null | null | null | NCIT_C162623 | normal | 36176_1_nrm_12_0.png | null | SCTID_61618002 | multi_class | null | |
93462d7c-c5db-4634-a72d-b289a462393b | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00083_93462d7c_33396_split-train_chronic-heart-failure.png | 155,501 | null | null | null | 35cc9984f2db3ae0de3edd20a9c2faaf | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.915Z | null | null | null | NCIT_C50577 | abnormal | 33396_0_fal_31_0.png | null | SCTID_48447003 | multi_class | null | |
7da1f446-8468-4876-8b92-570031e4edd3 | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00484_7da1f446_34079_split-train_chronic-heart-failure.png | 150,588 | null | null | null | 0e68929998134871ae3521fb082e50ca | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.946Z | null | null | null | NCIT_C50577 | abnormal | 34079_0_fal_17_0.png | null | SCTID_48447003 | multi_class | null | |
00d03a8b-b126-43fe-9e7d-cbfa4c0ede51 | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00937_00d03a8b_36131_split-train_not-chronic-heart-failure.png | 139,451 | null | null | null | 16d8024f123d1ca09ac70988920b11f7 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.949Z | null | null | null | null | normal | 36131_1_nrm_20_0.png | null | null | multi_class | null | |
c491d2dd-6fff-44f9-ada1-c337c468bcf7 | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00308_c491d2dd_33486_split-train_chronic-heart-failure.png | 154,909 | null | null | null | 958e4cfacb908efc567a720f9996ef0a | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.969Z | null | null | null | NCIT_C50577 | abnormal | 33486_0_fal_16_0.png | null | SCTID_48447003 | multi_class | null | |
34bd839e-5ad7-4886-a92d-6315c82bbc12 | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00562_34bd839e_35591_split-train_not-chronic-heart-failure.png | 141,008 | null | null | null | b9c6418986f993186f4ae0ef5de03da1 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.983Z | null | null | null | null | normal | 35591_1_nrm_14_0.png | null | null | multi_class | null | |
9395b32b-fffd-48df-a943-c56fac72aef8 | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00023_9395b32b_33383_split-train_chronic-heart-failure.png | 131,038 | null | null | null | 0d8c7fcbe2e92894f1c1a97413d0f8ba | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.989Z | null | null | null | NCIT_C50577 | abnormal | 33383_0_fal_13_0.png | null | SCTID_48447003 | multi_class | null | |
51d8c0c5-cd58-49aa-a1fd-6310314c2c0e | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00894_51d8c0c5_36124_split-train_not-chronic-heart-failure.png | 142,178 | null | null | null | eba2b26c18ba30bf68a2b3e018e4fb66 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:01.995Z | null | null | null | NCIT_C162623 | normal | 36124_1_nrm_22_0.png | null | SCTID_61618002 | multi_class | null | |
868c698e-32d3-4a29-af90-ad55cc0ea217 | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00705_868c698e_35634_split-train_not-chronic-heart-failure.png | 151,203 | null | null | null | cd7247087f4a305c2830234dea077f33 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:02.001Z | null | null | null | NCIT_C162623 | normal | 35634_1_nrm_13_0.png | null | SCTID_61618002 | multi_class | null | |
9433c6f9-ef8f-4032-ad6a-1a95b4867768 | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00383_9433c6f9_33544_split-train_chronic-heart-failure.png | 149,588 | null | null | null | 87cb18225ca6ce2b788c22dd5247c7ba | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:02.021Z | null | null | null | NCIT_C50577 | abnormal | 33544_0_fal_1_0.png | null | SCTID_48447003 | multi_class | null | |
a2c023cb-996b-4c70-9562-2b6e7638f937 | 0chronic heart failure | not_chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00856_a2c023cb_36111_split-train_not-chronic-heart-failure.png | 145,168 | null | null | null | cb604caf0cf870d00353b12b0e86ad7c | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:02.026Z | null | null | null | NCIT_C162623 | normal | 36111_1_nrm_44_0.png | null | SCTID_61618002 | multi_class | null | |
5bef9133-7adb-41a3-b42f-3c17ad2eea2e | 1heart tissue pathology | chronic_heart_failure | null | pathology | upenn | CC-BY-4.0 | 2 | light microscopy | NCBITaxon_9606 | Homo sapiens | null | train | H&E | cardiovascular pathology | brightfield microscopy | null | null | null | null | null | {'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1} | No ICC profile applied. | nirschl_et_al_2018 | nirschl_et_al_2018 | null | 00144_5bef9133_33412_split-train_chronic-heart-failure.png | 163,503 | null | null | null | 024236bd4b7be594eb2acebe3b0d0505 | classification of heart failure using cardiac histopathology images | null | null | null | 2024-05-27T17:39:02.036Z | null | null | null | NCIT_C50577 | abnormal | 33412_0_fal_22_0.png | null | SCTID_48447003 | multi_class | null |
End of preview. Expand in Data Studio
Dataset Card for nirschl_et_al_2018
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📚 Paper •
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This is a dataset card for nirschl_et_al_2018 dataset, which has been used under the CC BY 4.0 license. The original data have been updated, extended, and incorporated into the Biomedical Reasoning And image Understanding for Robust AI agents (BRAVURA) benchmark.
This is a dataset card for nirschl_et_al_2018 dataset, which has been used under the CC BY 4.0 license. The original data have been updated, extended, and incorporated into the Biomedical Reasoning And image Understanding for Robust AI agents (BRAVURA) benchmark.
Dataset Description
The original nirschl_et_al_2018 has been cleaned, updated, and extended to include additional metadata and then converted to a Hugging Face dataset by jnirschl and lozanoe. This is part of the Biomedical Reasoning And image Understanding for Robust AI agents (BRAVURA) benchmark. If you use this updated and extended dataset in your research, please cite both the original paper and the BRAVURA benchmark paper.
Dataset Summary
| Dataset Name | Nirschl et al 2018 |
|---|---|
| Dataset description | Classification of clinical chronic heart failure from cardiac histopathology images. |
| Tasks | multi_class |
| Languages | en |
| Homepage | |
| Paper | Paper |
| Leaderboard | Leaderboard |
| Dataset curator | jnirschl |
| License | CC-BY-4.0 |
| Last updated | 2024-04-17 20:38:57 |
| Version | 0.1.0 |
| Comment |
Dataset Statistics
| Missing | Overall | Test set | Train | Validation | ||
|---|---|---|---|---|---|---|
| n | 2299 | 1155 | 770 | 374 | ||
| Age (yrs), median [Q1,Q3] | 22 | 58.0 [48.0,63.0] | 57.0 [48.0,62.0] | 58.0 [51.0,63.0] | 58.0 [52.0,62.0] | |
| Sex, n (%) | Female | 11 | 825 (36.1) | 462 (40.0) | 231 (30.0) | 132 (36.4) |
| Male | 1463 (63.9) | 693 (60.0) | 539 (70.0) | 231 (63.6) | ||
| Institution, n (%) | UPenn | 0 | 2299 (100.0) | 1155 (100.0) | 770 (100.0) | 374 (100.0) |
| Label, n (%) | Chronic heart failure | 0 | 1034 (45.0) | 517 (44.8) | 352 (45.7) | 165 (44.1) |
| Heart tissue pathology | 22 (1.0) | 22 (1.9) | ||||
| Not chronic heart failure | 1243 (54.1) | 616 (53.3) | 418 (54.3) | 209 (55.9) | ||
| Domain, n (%) | Pathology | 0 | 2299 (100.0) | 1155 (100.0) | 770 (100.0) | 374 (100.0) |
| Subdomain, n (%) | Cardiovascular pathology | 0 | 2299 (100.0) | 1155 (100.0) | 770 (100.0) | 374 (100.0) |
| Stain, n (%) | H&E | 0 | 2299 (100.0) | 1155 (100.0) | 770 (100.0) | 374 (100.0) |
| Modality, n (%) | Light microscopy | 0 | 2299 (100.0) | 1155 (100.0) | 770 (100.0) | 374 (100.0) |
| Submodality, n (%) | Brightfield | 0 | 2299 (100.0) | 1155 (100.0) | 770 (100.0) | 374 (100.0) |
| Tasks, n (%) | multi_class | 0 | 2299 (100.0) | 1155 (100.0) | 770 (100.0) | 374 (100.0) |
[More Information Needed]
Supported Tasks and Leaderboards
multi_class [More Information Needed]
Languages
en
Dataset Structure
Data Instances
An example of 'train' looks as follows.
{
"image_id": d54bb7ec-284f-4218-a47d-af87bb371de5,
"image": np.array([250, 250, 3], dtype="uint8"),
"label": datasets.ClassLabel(names={'chronic heart failure': 0, 'heart tissue pathology': 1, 'not chronic heart failure': 2},
num_classes=3),
"label_name": datasets.Value("string"),
"domain": pathology,
"subdomain": cardiovascular pathology,
"modality": light microscopy,
"submodality": brightfield microscopy,
"stain": H&E,
"microns_per_pixel": 2.0,
...
}
[More Information Needed]
Data Fields
[More Information Needed]
{
"image_id": datasets.Value("string"),
"image": datasets.Array3D(shape=[250, 250, 3], dtype="uint8"),
"label": datasets.ClassLabel(names={'chronic heart failure': 0, 'heart tissue pathology': 1, 'not chronic heart failure': 2},
num_classes=3),
"label_name": datasets.Value("string"),
"domain": datasets.Value("string"),
"subdomain": datasets.Value("string"),
"modality": datasets.Value("string"),
"submodality": datasets.Value("string"),
"stain": datasets.Value("string"),
"microns_per_pixel": datasets.Value("float32"),
...
}
Data Splits
[More Information Needed]
| Split | # Instances |
|---|---|
| Train | 770 |
| Dev | 374 |
| Test | 1155 |
| Total | 1155 |
LICENSE
Dataset Creation
Curation Rationale
There is a need for well curated and annotated biomedical datasets to train and evaluate biomedical machine learning models. The original dataset was cleaned, updated, and extended to include additional metadata. The dataset was then converted to a Hugging Face dataset by jnirschl and is incorporated into the Biomedical Reasoning And image Understanding for Robust AI agents (BRAVURA) benchmark. If you use this extended dataset in your research, please cite both the original paper and the BRAVURA benchmark paper.
Each instance has been assigned a UUID and the original identifiers and filenames have been retained in the metadata to ensure that the data can be traced back to the original source if needed.
[More Information Needed]
Source Data
Initial Data Collection and Normalization
[More Information Needed]
Who are the source language producers?
[More Information Needed]
Annotations
Annotation process
[More Information Needed]
Who are the annotators?
[More Information Needed]
Personal and Sensitive Information
The original dataset authors have anonymized the data and removed any personal or sensitive information prior to making the dataset public. The original dataset authors obtained appropriate institutional review board (IRB) approval for the data collection process, and users are referred to the original data sources for more information on the ethical considerations and data collection process.
[More Information Needed]
Considerations for Using the Data
Social Impact of Dataset
[More Information Needed]
Discussion of Biases
[More Information Needed]
Other Known Limitations
[More Information Needed]
Additional Information
Dataset Curators
Jeff Nirschl Alejandro Lozano
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Licensing Information
The datasets were curated and extended while adhering to the original copyright and licensing rules. We specifically avoided materials that restricted or prohibited copying, adapting, remixing, redistributing, or otherwise using the data for research purposes. We recommend users refer to the original data sources' terms of use and licensing information. In case of any concerns or issues, please contact us at jnirschl Should you encounter any oversight or data samples potentially breaching the copyright or licensing regulations of any site, we encourage you to notify us.
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Citation Information
The original authors of nirschl_et_al_2018 have requested that the dataset be cited as follows:
@ARTICLE{Nirschl2018-pc,
title = "A deep-learning classifier identifies patients with clinical
heart failure using whole-slide images of {H&E} tissue",
author = "Nirschl, Jeffrey J and Janowczyk, Andrew and Peyster, Eliot G and
Frank, Renee and Margulies, Kenneth B and Feldman, Michael D and
Madabhushi, Anant",
journal = "PLoS One",
volume = 13,
number = 4,
pages = "e0192726",
month = apr,
year = 2018,
language = "en"
}
The extended nirschl_et_al_2018 dataset is part of the Biomedical Reasoning And image Understanding for Robust AI agents (BRAVURA) benchmark. If you use this extended dataset in your research, please cite both the original paper and the BRAVURA benchmark paper.
@article{TODO,
}
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Contributions
Thanks to @jnirschl for adding this dataset.
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