Datasets:

j-shen
/

ISIC2019-256-train

id stringlengths 12 24	age_approx float64 0 85 ⌀	anatom_site_general stringclasses 9 values	lesion_id stringlengths 3 12	sex stringclasses 3 values	MEL float64 0 1	NV float64 0 1	label int64 0 7
ISIC_0000000	55	anterior torso	nan	female	0	1	1
ISIC_0000001	30	anterior torso	nan	female	0	1	1
ISIC_0000002	60	upper extremity	nan	female	1	0	0
ISIC_0000003	30	upper extremity	nan	male	0	1	1
ISIC_0000004	80	posterior torso	nan	male	1	0	0
ISIC_0000006	25	posterior torso	nan	female	0	1	1
ISIC_0000007	25	posterior torso	nan	female	0	1	1
ISIC_0000008	30	anterior torso	nan	female	0	1	1
ISIC_0000009	30	anterior torso	nan	female	0	1	1
ISIC_0000010	35	posterior torso	nan	female	0	1	1
ISIC_0000011	35	lower extremity	nan	female	0	1	1
ISIC_0000012	30	posterior torso	nan	male	0	1	1
ISIC_0000013	30	posterior torso	nan	female	1	0	0
ISIC_0000014	35	posterior torso	nan	male	0	1	1
ISIC_0000015	35	posterior torso	nan	male	0	1	1
ISIC_0000016	55	anterior torso	nan	female	0	1	1
ISIC_0000017_downsampled	50	posterior torso	nan	female	0	1	1
ISIC_0000018_downsampled	30	posterior torso	nan	male	0	1	1
ISIC_0000019_downsampled	30	posterior torso	nan	female	0	1	1
ISIC_0000020_downsampled	25	anterior torso	nan	female	0	1	1
ISIC_0000021_downsampled	55	posterior torso	nan	female	0	1	1
ISIC_0000022_downsampled	55	lower extremity	nan	female	1	0	0
ISIC_0000023_downsampled	30	anterior torso	nan	female	0	1	1
ISIC_0000024_downsampled	45	posterior torso	nan	male	0	1	1
ISIC_0000025_downsampled	35	lower extremity	nan	female	0	1	1
ISIC_0000026_downsampled	30	lower extremity	nan	female	1	0	0
ISIC_0000027_downsampled	35	anterior torso	nan	female	0	1	1
ISIC_0000028_downsampled	60	anterior torso	nan	male	0	1	1
ISIC_0000029_downsampled	45	posterior torso	nan	female	1	0	0
ISIC_0000030_downsampled	55	lower extremity	nan	female	1	0	0
ISIC_0000031_downsampled	70	upper extremity	nan	male	1	0	0
ISIC_0000032_downsampled	30	posterior torso	nan	female	0	1	1
ISIC_0000034_downsampled	30	posterior torso	nan	female	0	1	1
ISIC_0000035_downsampled	25	lower extremity	nan	female	1	0	0
ISIC_0000036_downsampled	70	upper extremity	nan	male	1	0	0
ISIC_0000037_downsampled	70	posterior torso	nan	male	0	1	1
ISIC_0000038_downsampled	40	posterior torso	nan	female	0	1	1
ISIC_0000039_downsampled	60	posterior torso	nan	female	0	1	1
ISIC_0000040_downsampled	65	lower extremity	nan	female	1	0	0
ISIC_0000041_downsampled	40	lower extremity	nan	female	0	1	1
ISIC_0000042_downsampled	50	anterior torso	nan	male	0	1	1
ISIC_0000043_downsampled	35	lower extremity	nan	male	1	0	0
ISIC_0000044_downsampled	20	posterior torso	nan	male	0	1	1
ISIC_0000045_downsampled	30	lower extremity	nan	male	0	1	1
ISIC_0000046_downsampled	60	upper extremity	nan	female	1	0	0
ISIC_0000047_downsampled	70	lower extremity	nan	male	0	1	1
ISIC_0000048_downsampled	50	anterior torso	nan	female	0	1	1
ISIC_0000049_downsampled	80	posterior torso	nan	female	1	0	0
ISIC_0000050_downsampled	30	anterior torso	nan	male	0	1	1
ISIC_0000051_downsampled	55	upper extremity	nan	male	0	1	1
ISIC_0000052_downsampled	40	posterior torso	nan	female	0	1	1
ISIC_0000053_downsampled	25	posterior torso	nan	female	0	1	1
ISIC_0000054_downsampled	25	lower extremity	nan	female	1	0	0
ISIC_0000055_downsampled	40	posterior torso	nan	female	0	1	1
ISIC_0000056_downsampled	55	lower extremity	nan	female	1	0	0
ISIC_0000057_downsampled	40	lower extremity	nan	female	0	1	1
ISIC_0000058_downsampled	40	posterior torso	nan	female	0	1	1
ISIC_0000059_downsampled	30	lower extremity	nan	female	0	1	1
ISIC_0000060_downsampled	35	posterior torso	nan	female	0	1	1
ISIC_0000061_downsampled	35	lower extremity	nan	female	0	1	1
ISIC_0000062_downsampled	40	posterior torso	nan	female	0	1	1
ISIC_0000063_downsampled	45	anterior torso	nan	female	0	1	1
ISIC_0000064_downsampled	40	anterior torso	nan	female	0	1	1
ISIC_0000065_downsampled	30	posterior torso	nan	female	0	1	1
ISIC_0000066	55	posterior torso	nan	female	0	1	1
ISIC_0000067	45	posterior torso	nan	female	0	1	1
ISIC_0000068	35	anterior torso	nan	female	0	1	1
ISIC_0000069	15	anterior torso	nan	female	0	1	1
ISIC_0000071	25	posterior torso	nan	male	0	1	1
ISIC_0000072	85	posterior torso	nan	male	0	1	1
ISIC_0000073	20	posterior torso	nan	female	0	1	1
ISIC_0000074	25	lower extremity	nan	male	1	0	0
ISIC_0000075	50	anterior torso	nan	female	0	1	1
ISIC_0000077_downsampled	80	upper extremity	nan	male	1	0	0
ISIC_0000078_downsampled	85	anterior torso	nan	male	1	0	0
ISIC_0000079_downsampled	55	lower extremity	nan	female	0	1	1
ISIC_0000080_downsampled	null	nan	nan	nan	0	1	1
ISIC_0000081_downsampled	null	nan	nan	nan	0	1	1
ISIC_0000082_downsampled	null	nan	nan	nan	0	1	1
ISIC_0000085_downsampled	null	nan	nan	nan	0	1	1
ISIC_0000086_downsampled	null	nan	nan	nan	0	1	1
ISIC_0000087_downsampled	null	nan	nan	nan	0	1	1
ISIC_0000088_downsampled	null	nan	nan	nan	0	1	1
ISIC_0000089_downsampled	null	nan	nan	nan	0	1	1
ISIC_0000091_downsampled	null	nan	nan	nan	0	1	1
ISIC_0000092_downsampled	null	nan	nan	nan	0	1	1
ISIC_0000093_downsampled	null	nan	nan	nan	0	1	1
ISIC_0000094_downsampled	null	nan	nan	nan	0	1	1
ISIC_0000095_downsampled	null	nan	nan	nan	0	1	1
ISIC_0000096_downsampled	null	nan	nan	nan	0	1	1
ISIC_0000097_downsampled	null	nan	nan	nan	0	1	1
ISIC_0000098_downsampled	null	nan	nan	nan	0	1	1
ISIC_0000099_downsampled	null	nan	nan	nan	0	1	1
ISIC_0000100_downsampled	null	nan	nan	nan	0	1	1
ISIC_0000101_downsampled	null	nan	nan	nan	0	1	1
ISIC_0000102_downsampled	null	nan	nan	nan	0	1	1
ISIC_0000103_downsampled	null	nan	nan	nan	0	1	1
ISIC_0000104_downsampled	null	nan	nan	nan	0	1	1
ISIC_0000105_downsampled	null	nan	nan	nan	0	1	1
ISIC_0000107_downsampled	null	nan	nan	nan	0	1	1