Datasets:

preetsojitra
/

skin-lesion-HM10000-binary-classificationt

lesion_id stringlengths 11 11	dx stringclasses 7 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_0000118	bkl	histo	80	male	scalp	vidir_modern	benign
HAM_0000118	bkl	histo	80	male	scalp	vidir_modern	benign
HAM_0002730	bkl	histo	80	male	scalp	vidir_modern	benign
HAM_0002730	bkl	histo	80	male	scalp	vidir_modern	benign
HAM_0001466	bkl	histo	75	male	ear	vidir_modern	benign
HAM_0001466	bkl	histo	75	male	ear	vidir_modern	benign
HAM_0002761	bkl	histo	60	male	face	vidir_modern	benign
HAM_0002761	bkl	histo	60	male	face	vidir_modern	benign
HAM_0005132	bkl	histo	70	female	back	vidir_modern	benign
HAM_0005132	bkl	histo	70	female	back	vidir_modern	benign
HAM_0001396	bkl	histo	55	female	trunk	vidir_modern	benign
HAM_0004234	bkl	histo	85	female	chest	vidir_modern	benign
HAM_0004234	bkl	histo	85	female	chest	vidir_modern	benign
HAM_0001949	bkl	histo	70	male	trunk	vidir_modern	benign
HAM_0001949	bkl	histo	70	male	trunk	vidir_modern	benign
HAM_0007207	bkl	histo	65	male	back	vidir_modern	benign
HAM_0001601	bkl	histo	75	male	upper extremity	vidir_modern	benign
HAM_0001601	bkl	histo	75	male	upper extremity	vidir_modern	benign
HAM_0007571	bkl	histo	70	male	chest	vidir_modern	benign
HAM_0007571	bkl	histo	70	male	chest	vidir_modern	benign
HAM_0006071	bkl	histo	70	female	face	vidir_modern	benign
HAM_0003301	bkl	histo	60	male	back	vidir_modern	benign
HAM_0003301	bkl	histo	60	male	back	vidir_modern	benign
HAM_0004884	bkl	histo	75	male	upper extremity	vidir_modern	benign
HAM_0004884	bkl	histo	75	male	upper extremity	vidir_modern	benign
HAM_0002521	bkl	histo	40	male	upper extremity	vidir_modern	benign
HAM_0002521	bkl	histo	40	male	upper extremity	vidir_modern	benign
HAM_0006574	bkl	histo	40	male	back	vidir_modern	benign
HAM_0006574	bkl	histo	40	male	back	vidir_modern	benign
HAM_0001480	bkl	histo	70	male	abdomen	vidir_modern	benign
HAM_0001480	bkl	histo	70	male	abdomen	vidir_modern	benign
HAM_0005772	bkl	histo	60	female	face	vidir_modern	benign
HAM_0005772	bkl	histo	60	female	face	vidir_modern	benign
HAM_0005612	bkl	histo	80	male	scalp	vidir_modern	benign
HAM_0005388	bkl	histo	80	male	chest	rosendahl	benign
HAM_0000351	bkl	histo	85	male	back	vidir_modern	benign
HAM_0000351	bkl	histo	85	male	back	vidir_modern	benign
HAM_0003847	bkl	histo	85	male	upper extremity	vidir_modern	benign
HAM_0003847	bkl	histo	85	male	upper extremity	vidir_modern	benign
HAM_0003847	bkl	histo	85	male	upper extremity	vidir_modern	benign
HAM_0003847	bkl	histo	85	male	upper extremity	vidir_modern	benign
HAM_0000164	bkl	histo	60	male	chest	vidir_modern	benign
HAM_0000164	bkl	histo	60	male	chest	vidir_modern	benign
HAM_0007409	bkl	histo	50	male	upper extremity	vidir_modern	benign
HAM_0007409	bkl	histo	50	male	upper extremity	vidir_modern	benign
HAM_0007409	bkl	histo	50	male	upper extremity	vidir_modern	benign
HAM_0002299	bkl	histo	75	female	face	vidir_modern	benign
HAM_0002299	bkl	histo	75	female	face	vidir_modern	benign
HAM_0007010	bkl	histo	40	male	trunk	vidir_modern	benign
HAM_0007010	bkl	histo	40	male	trunk	vidir_modern	benign
HAM_0003670	bkl	histo	80	female	unknown	vidir_modern	benign
HAM_0007125	bkl	histo	75	male	back	vidir_modern	benign
HAM_0007125	bkl	histo	75	male	back	vidir_modern	benign
HAM_0001221	bkl	histo	45	male	upper extremity	vidir_modern	benign
HAM_0001221	bkl	histo	45	male	upper extremity	vidir_modern	benign
HAM_0001983	bkl	histo	70	male	back	vidir_modern	benign
HAM_0003569	bkl	histo	75	male	unknown	vidir_modern	benign
HAM_0003569	bkl	histo	75	male	unknown	vidir_modern	benign
HAM_0000700	bkl	histo	60	male	face	vidir_modern	benign
HAM_0000728	bkl	histo	50	male	lower extremity	rosendahl	benign
HAM_0003021	bkl	histo	75	female	face	vidir_modern	benign
HAM_0003021	bkl	histo	75	female	face	vidir_modern	benign
HAM_0000959	bkl	histo	75	female	face	vidir_modern	benign
HAM_0000959	bkl	histo	75	female	face	vidir_modern	benign
HAM_0001751	nv	consensus	70	male	face	vidir_modern	benign
HAM_0004569	bkl	histo	40	male	upper extremity	vidir_modern	benign
HAM_0004569	bkl	histo	40	male	upper extremity	vidir_modern	benign
HAM_0004641	bkl	histo	60	male	abdomen	vidir_modern	benign
HAM_0004641	bkl	histo	60	male	abdomen	vidir_modern	benign
HAM_0005801	bkl	histo	70	female	abdomen	vidir_modern	benign
HAM_0005801	bkl	histo	70	female	abdomen	vidir_modern	benign
HAM_0004341	bkl	histo	70	female	scalp	vidir_modern	benign
HAM_0004341	bkl	histo	70	female	scalp	vidir_modern	benign
HAM_0000907	bkl	histo	75	male	ear	vidir_modern	benign
HAM_0000907	bkl	histo	75	male	ear	vidir_modern	benign
HAM_0001469	bkl	histo	60	female	trunk	vidir_modern	benign
HAM_0001469	bkl	histo	60	female	trunk	vidir_modern	benign
HAM_0001728	bkl	histo	60	male	back	vidir_modern	benign
HAM_0003021	bkl	histo	75	female	face	vidir_modern	benign
HAM_0003021	bkl	histo	75	female	face	vidir_modern	benign
HAM_0000959	bkl	histo	75	female	face	vidir_modern	benign
HAM_0000959	bkl	histo	75	female	face	vidir_modern	benign
HAM_0001773	bkl	histo	40	female	face	vidir_modern	benign
HAM_0001773	bkl	histo	40	female	face	vidir_modern	benign
HAM_0002127	bkl	histo	40	male	face	vidir_modern	benign
HAM_0002127	bkl	histo	40	male	face	vidir_modern	benign
HAM_0002092	bkl	histo	35	female	lower extremity	vidir_modern	benign
HAM_0002092	bkl	histo	35	female	lower extremity	vidir_modern	benign
HAM_0005075	bkl	histo	80	male	upper extremity	vidir_modern	benign
HAM_0005075	bkl	histo	80	male	upper extremity	vidir_modern	benign
HAM_0002921	bkl	histo	60	female	face	vidir_modern	benign
HAM_0003410	bkl	histo	60	female	face	vidir_modern	benign
HAM_0003410	bkl	histo	60	female	face	vidir_modern	benign
HAM_0004852	bkl	histo	65	male	face	vidir_modern	benign
HAM_0004852	bkl	histo	65	male	face	vidir_modern	benign
HAM_0000746	bkl	histo	60	male	face	vidir_modern	benign
HAM_0001473	bkl	histo	70	male	face	vidir_modern	benign
HAM_0003007	bkl	histo	40	female	abdomen	vidir_modern	benign
HAM_0003007	bkl	histo	40	female	abdomen	vidir_modern	benign
HAM_0002957	bkl	histo	70	male	back	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_4k: A training set with ~10,000 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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