Datasets:

preetsojitra
/

binary-2K-samples-skin-lesion-HM10000

lesion_id stringlengths 11 11	dx stringclasses 2 values	dx_type stringclasses 4 values	age float64 0 85 ⌀	sex stringclasses 3 values	localization stringclasses 15 values	dataset stringclasses 4 values	label stringclasses 2 values
HAM_0004422	benign	histo	70	female	upper extremity	rosendahl	benign
HAM_0001960	benign	follow_up	40	male	trunk	vidir_molemax	benign
HAM_0000510	benign	follow_up	45	female	trunk	vidir_molemax	benign
HAM_0003878	benign	follow_up	30	female	foot	vidir_molemax	benign
HAM_0004226	benign	histo	25	female	trunk	vidir_modern	benign
HAM_0007372	benign	consensus	55	male	trunk	vidir_molemax	benign
HAM_0006371	benign	consensus	35	female	lower extremity	vidir_modern	benign
HAM_0005884	benign	histo	30	male	back	rosendahl	benign
HAM_0004994	benign	follow_up	40	female	abdomen	vidir_molemax	benign
HAM_0006648	benign	follow_up	45	male	back	vidir_molemax	benign
HAM_0002253	benign	histo	35	male	back	vidir_modern	benign
HAM_0005712	benign	consensus	5	female	foot	vidir_modern	benign
HAM_0004836	benign	histo	35	male	lower extremity	rosendahl	benign
HAM_0001322	benign	follow_up	45	male	back	vidir_molemax	benign
HAM_0002316	benign	histo	35	male	face	rosendahl	benign
HAM_0005592	benign	follow_up	50	male	foot	vidir_molemax	benign
HAM_0000412	benign	consensus	70	male	trunk	vidir_modern	benign
HAM_0002135	benign	histo	50	male	scalp	vidir_modern	benign
HAM_0006081	benign	follow_up	45	male	upper extremity	vidir_molemax	benign
HAM_0001855	benign	histo	75	male	back	vidir_modern	benign
HAM_0003654	benign	follow_up	50	female	trunk	vidir_molemax	benign
HAM_0006981	benign	follow_up	45	female	foot	vidir_molemax	benign
HAM_0003317	benign	consensus	55	male	face	vidir_modern	benign
HAM_0000194	benign	histo	50	female	lower extremity	rosendahl	benign
HAM_0004504	benign	follow_up	65	male	abdomen	vidir_molemax	benign
HAM_0006469	benign	consensus	5	male	upper extremity	vidir_modern	benign
HAM_0004082	benign	follow_up	40	male	back	vidir_molemax	benign
HAM_0001461	benign	follow_up	45	male	lower extremity	vidir_molemax	benign
HAM_0003609	benign	consensus	30	male	foot	vidir_modern	benign
HAM_0001972	benign	follow_up	70	female	lower extremity	vidir_molemax	benign
HAM_0004497	benign	follow_up	40	female	trunk	vidir_molemax	benign
HAM_0002515	benign	histo	50	male	back	rosendahl	benign
HAM_0003643	benign	follow_up	50	female	back	vidir_molemax	benign
HAM_0006957	benign	follow_up	45	female	lower extremity	vidir_molemax	benign
HAM_0004650	benign	follow_up	35	female	lower extremity	vidir_molemax	benign
HAM_0003254	benign	histo	40	female	back	vidir_modern	benign
HAM_0006891	benign	follow_up	50	male	trunk	vidir_molemax	benign
HAM_0003257	benign	follow_up	75	male	back	vidir_molemax	benign
HAM_0000939	benign	follow_up	35	female	trunk	vidir_molemax	benign
HAM_0007536	benign	follow_up	55	female	abdomen	vidir_molemax	benign
HAM_0002823	benign	histo	35	female	face	rosendahl	benign
HAM_0000715	benign	follow_up	50	male	trunk	vidir_molemax	benign
HAM_0005474	benign	follow_up	45	female	lower extremity	vidir_molemax	benign
HAM_0000965	benign	histo	45	female	back	vidir_modern	benign
HAM_0003259	benign	histo	40	male	lower extremity	vidir_modern	benign
HAM_0005157	benign	histo	40	male	chest	rosendahl	benign
HAM_0003487	benign	consensus	40	male	lower extremity	vidir_modern	benign
HAM_0003464	benign	follow_up	65	female	lower extremity	vidir_molemax	benign
HAM_0001752	benign	consensus	70	female	lower extremity	vidir_molemax	benign
HAM_0007286	benign	follow_up	50	female	lower extremity	vidir_molemax	benign
HAM_0002279	benign	follow_up	45	female	lower extremity	vidir_molemax	benign
HAM_0002724	benign	consensus	70	male	upper extremity	vidir_modern	benign
HAM_0006506	benign	histo	55	male	back	rosendahl	benign
HAM_0004660	benign	histo	80	male	scalp	rosendahl	benign
HAM_0001394	benign	follow_up	55	female	lower extremity	vidir_molemax	benign
HAM_0006313	benign	follow_up	45	male	trunk	vidir_molemax	benign
HAM_0007282	benign	follow_up	50	male	abdomen	vidir_molemax	benign
HAM_0002164	benign	consensus	null	unknown	unknown	vidir_modern	benign
HAM_0004061	benign	follow_up	40	female	abdomen	vidir_molemax	benign
HAM_0007120	benign	follow_up	60	male	trunk	vidir_molemax	benign
HAM_0006688	benign	follow_up	50	male	abdomen	vidir_molemax	benign
HAM_0005176	benign	histo	70	male	back	rosendahl	benign
HAM_0006190	benign	histo	65	female	lower extremity	rosendahl	benign
HAM_0003287	benign	consensus	80	male	upper extremity	vidir_molemax	benign
HAM_0003713	benign	histo	35	male	trunk	vidir_modern	benign
HAM_0007387	benign	follow_up	75	female	abdomen	vidir_molemax	benign
HAM_0004896	benign	follow_up	40	male	abdomen	vidir_molemax	benign
HAM_0006249	benign	follow_up	50	female	back	vidir_molemax	benign
HAM_0007254	benign	follow_up	50	female	lower extremity	vidir_molemax	benign
HAM_0000678	benign	follow_up	40	female	trunk	vidir_molemax	benign
HAM_0007144	benign	histo	70	female	back	rosendahl	benign
HAM_0005227	benign	histo	75	male	face	vidir_modern	benign
HAM_0002438	benign	follow_up	75	female	trunk	vidir_molemax	benign
HAM_0001288	benign	follow_up	60	male	lower extremity	vidir_molemax	benign
HAM_0000084	benign	follow_up	70	male	abdomen	vidir_molemax	benign
HAM_0000978	benign	follow_up	55	male	abdomen	vidir_molemax	benign
HAM_0006615	benign	histo	45	male	trunk	vidir_modern	benign
HAM_0005944	benign	follow_up	45	male	abdomen	vidir_molemax	benign
HAM_0004731	benign	follow_up	50	female	upper extremity	vidir_molemax	benign
HAM_0003585	benign	histo	75	male	back	rosendahl	benign
HAM_0002563	benign	follow_up	50	female	lower extremity	vidir_molemax	benign
HAM_0007260	benign	histo	60	male	chest	rosendahl	benign
HAM_0000576	benign	follow_up	55	male	foot	vidir_molemax	benign
HAM_0003077	benign	follow_up	40	female	lower extremity	vidir_molemax	benign
HAM_0000838	benign	follow_up	45	male	upper extremity	vidir_molemax	benign
HAM_0004128	benign	histo	20	male	lower extremity	vidir_modern	benign
HAM_0007292	benign	follow_up	45	male	trunk	vidir_molemax	benign
HAM_0005925	benign	histo	85	female	upper extremity	rosendahl	benign
HAM_0005894	benign	histo	45	female	back	rosendahl	benign
HAM_0007518	benign	histo	60	male	back	rosendahl	benign
HAM_0001137	benign	histo	60	female	chest	vienna_dias	benign
HAM_0007284	benign	histo	60	female	back	rosendahl	benign
HAM_0001541	benign	consensus	30	male	trunk	vidir_modern	benign
HAM_0000589	benign	histo	15	female	neck	vidir_modern	benign
HAM_0001206	benign	follow_up	55	male	abdomen	vidir_molemax	benign
HAM_0007472	benign	follow_up	60	male	abdomen	vidir_molemax	benign
HAM_0000262	benign	histo	60	male	abdomen	vidir_modern	benign
HAM_0005918	benign	consensus	35	female	lower extremity	vidir_molemax	benign
HAM_0000101	benign	follow_up	75	female	abdomen	vidir_molemax	benign
HAM_0005573	benign	histo	45	female	trunk	vidir_modern	benign

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DermAI Workshop: Balanced Binary Skin Lesion Dataset

Dataset Description

This dataset is a modified version of the HAM10000 ("Human Against Machine with 10000 training images") dataset. It has been prepared specifically for educational purposes for the "DermAI: Building an AI-Powered Skin Lesion Classifier" workshop at the UTD Biotech Club.

The original dataset contains 7 classes of skin lesions. This version has been processed into binary classes: 'Benign' and 'Malignant'.

This repository contains:

train_balanced_2k: A training set with 2K original images between the two classes.
test_binary: A test set with binary labels.

Original Source & Citation

This dataset is a derivative of the HAM10000 dataset. Please cite the original authors if you use this data:

Original Dataset Link: https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/DBW86T
Publication: Tschandl, P., Rosendahl, C. & Kittler, H. The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions. Sci. Data 5, 180161 doi:10.1038/sdata.2018.161 (2018).

Licensing Information

This derivative dataset is shared under the same license as the original: Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0). It is intended for non-commercial, educational use only.

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