Datasets:

hannahisrael03
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Split (1)

train · 2.3k rows

patient_id stringlengths 5 8	lesion_id int64 6 4.82k	smoke bool 2 classes	drink bool 2 classes	background_father stringclasses 13 values	background_mother stringclasses 11 values	age int64 6 94	pesticide bool 2 classes	gender stringclasses 2 values	skin_cancer_history bool 2 classes	cancer_history bool 2 classes	has_piped_water bool 2 classes	has_sewage_system bool 2 classes	fitspatrick float64 1 6 ⌀	region stringclasses 14 values	diameter_1 float64 0 100 ⌀	diameter_2 float64 0 70 ⌀	diagnostic stringclasses 6 values	itch stringclasses 3 values	grew stringclasses 3 values	hurt stringclasses 3 values	changed stringclasses 3 values	bleed stringclasses 3 values	elevation stringclasses 3 values	img_id stringlengths 15 21	biopsed bool 2 classes
PAT_1298	1,051	null	null	null	null	43	null	null	null	null	null	null	null	FACE	null	null	NEV	False	True	False	False	False	True	PAT_1298_1051_831.png	false
PAT_167	258	false	false	GERMANY	GERMANY	58	true	MALE	true	true	false	false	1	FACE	10	7	BCC	True	True	True	True	True	True	PAT_167_258_711.png	true
PAT_54	83	false	false	BRASIL	NORWAY	73	false	MALE	false	true	true	true	1	NOSE	6	4	BCC	False	UNK	False	UNK	False	False	PAT_54_83_405.png	true
PAT_997	14	null	null	null	null	60	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	True	False	PAT_997_14_40.png	false
PAT_373	761	false	false	BRAZIL	GERMANY	80	false	MALE	false	true	true	true	4	FACE	7	5	BCC	True	True	False	False	True	True	PAT_373_761_708.png	true
PAT_1509	1,741	null	null	null	null	80	null	null	null	null	null	null	null	FOREARM	null	null	SEK	False	False	False	False	False	False	PAT_1509_1741_810.png	false
PAT_228	348	false	false	UNK	UNK	43	false	FEMALE	true	true	false	false	3	CHEST	4	3	BCC	True	True	False	False	True	True	PAT_228_348_535.png	true
PAT_1871	3,666	null	null	null	null	46	null	null	null	null	null	null	null	ABDOMEN	null	null	SEK	True	False	False	False	False	True	PAT_1871_3666_675.png	false
PAT_547	1,033	false	false	GERMANY	GERMANY	56	true	FEMALE	true	false	true	true	3	NOSE	5	3	BCC	True	True	False	False	False	True	PAT_547_1033_911.png	true
PAT_1582	2,574	null	null	null	null	76	null	null	null	null	null	null	null	FACE	null	null	SEK	False	False	False	False	False	True	PAT_1582_2574_890.png	false
PAT_56	86	false	false	GERMANY	GERMANY	70	false	FEMALE	false	true	true	true	2	ARM	24	20	SCC	True	True	True	False	True	False	PAT_56_86_479.png	true
PAT_699	1,320	false	false	GERMANY	GERMANY	76	false	MALE	false	false	true	true	1	FACE	6	4	BCC	True	True	False	False	False	True	PAT_699_1320_901.png	true
PAT_221	339	false	false	POMERANIA	POMERANIA	66	false	FEMALE	true	true	false	false	3	FACE	9	6	BCC	True	True	False	False	False	True	PAT_221_339_566.png	true
PAT_803	1,522	false	false	GERMANY	GERMANY	52	false	FEMALE	false	true	true	true	3	FACE	9	6	BCC	True	UNK	False	UNK	True	True	PAT_803_1522_907.png	true
PAT_256	295	false	false	POMERANIA	POMERANIA	90	false	FEMALE	true	true	true	true	1	BACK	7	4	SEK	False	True	False	False	False	True	PAT_256_295_583.png	false
PAT_115	175	false	false	POMERANIA	POMERANIA	69	false	MALE	false	true	false	false	2	FACE	10	4	BCC	True	True	True	False	True	True	PAT_115_175_206.png	true
PAT_759	1,433	false	false	GERMANY	GERMANY	74	false	MALE	false	false	true	false	2	BACK	15	15	NEV	False	False	False	False	False	True	PAT_759_1433_973.png	true
PAT_782	1,493	false	false	GERMANY	GERMANY	71	false	MALE	true	true	false	true	3	CHEST	12	6	ACK	False	False	False	False	False	False	PAT_782_1493_140.png	true
PAT_1942	3,915	null	null	null	null	55	null	null	null	null	null	null	null	FACE	null	null	SEK	False	True	False	False	False	True	PAT_1942_3915_388.png	false
PAT_1125	492	null	null	null	null	55	null	null	null	null	null	null	null	ARM	null	null	ACK	True	False	False	False	False	True	PAT_1125_492_523.png	false
PAT_256	394	false	false	POMERANIA	POMERANIA	89	false	FEMALE	true	true	true	true	1	FACE	7	4	BCC	True	True	False	False	False	False	PAT_256_394_449.png	true
PAT_385	783	false	false	POMERANIA	POMERANIA	39	true	FEMALE	true	true	false	false	2	NECK	13	10	BCC	True	True	False	False	True	False	PAT_385_783_574.png	true
PAT_721	1,365	false	false	POMERANIA	POMERANIA	62	true	FEMALE	true	false	true	true	2	FACE	15	10	BCC	True	True	False	False	False	True	PAT_721_1365_142.png	true
PAT_940	1,774	false	false	GERMANY	GERMANY	69	true	MALE	false	false	true	true	2	FACE	15	13	SCC	True	UNK	False	UNK	True	True	PAT_940_1774_962.png	true
PAT_316	674	false	false	GERMANY	GERMANY	79	false	FEMALE	true	false	false	true	3	NOSE	9	8	BCC	True	True	True	False	False	True	PAT_316_674_924.png	true
PAT_243	372	false	false	POMERANIA	POMERANIA	26	true	FEMALE	true	true	false	false	3	CHEST	9	6	BCC	True	False	True	False	True	True	PAT_243_372_119.png	true
PAT_1094	381	null	null	null	null	41	null	null	null	null	null	null	null	FOREARM	null	null	ACK	False	False	False	False	False	False	PAT_1094_381_446.png	false
PAT_412	818	false	false	POMERANIA	POMERANIA	46	true	MALE	false	true	false	true	2	NOSE	6	4	ACK	True	False	True	True	True	False	PAT_412_818_61.png	true
PAT_359	740	false	false	ITALY	ITALY	53	false	FEMALE	true	true	true	true	3	FACE	5	4	BCC	False	False	False	False	False	True	PAT_359_740_46.png	true
PAT_842	1,606	false	false	GERMANY	GERMANY	40	true	FEMALE	true	true	true	false	3	CHEST	31	21	BCC	False	True	False	False	False	False	PAT_842_1606_720.png	true
PAT_1082	342	null	null	null	null	47	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1082_342_705.png	false
PAT_1821	3,575	null	null	null	null	79	null	null	null	null	null	null	null	THIGH	null	null	ACK	True	False	False	False	False	False	PAT_1821_3575_920.png	false
PAT_526	991	false	true	ITALY	GERMANY	59	true	MALE	false	true	false	true	2	BACK	7	5	BCC	True	True	True	False	True	True	PAT_526_991_109.png	true
PAT_1460	1,598	null	null	null	null	62	null	null	null	null	null	null	null	FACE	null	null	SEK	False	True	False	False	False	True	PAT_1460_1598_959.png	false
PAT_15	1,001	false	true	GERMANY	GERMANY	57	false	FEMALE	true	true	false	true	2	FOREARM	5	3	BCC	True	UNK	False	UNK	True	True	PAT_15_1001_749.png	true
PAT_1547	1,874	null	null	null	null	58	null	null	null	null	null	null	null	HAND	null	null	ACK	True	False	False	False	False	True	PAT_1547_1874_432.png	false
PAT_880	1,673	false	false	GERMANY	GERMANY	83	false	FEMALE	true	false	true	false	2	FOREARM	10	8	ACK	True	False	False	False	False	True	PAT_880_1673_410.png	true
PAT_730	1,383	false	true	POMERANIA	POMERANIA	51	true	MALE	true	false	true	true	3	NOSE	7	5	BCC	False	UNK	False	UNK	False	True	PAT_730_1383_535.png	true
PAT_948	1,801	true	false	POMERANIA	POMERANIA	58	true	FEMALE	false	false	false	false	3	NOSE	3	2	BCC	False	True	False	False	True	True	PAT_948_1801_993.png	true
PAT_962	1,823	false	false	POMERANIA	POMERANIA	52	true	MALE	true	true	false	false	3	FACE	3	3	BCC	True	True	True	False	False	True	PAT_962_1823_857.png	true
PAT_21	982	false	false	GERMANY	GERMANY	56	false	FEMALE	true	false	false	false	2	ARM	7	6	BCC	True	UNK	False	UNK	True	False	PAT_21_982_266.png	true
PAT_839	1,591	false	false	POMERANIA	ITALY	13	false	FEMALE	true	true	true	false	1	FACE	4	3	NEV	False	UNK	False	UNK	False	False	PAT_839_1591_204.png	true
PAT_257	395	false	false	POMERANIA	POMERANIA	85	false	FEMALE	false	true	true	true	1	THIGH	20	15	BCC	True	UNK	True	UNK	True	True	PAT_257_395_866.png	true
PAT_1217	762	null	null	null	null	35	null	null	null	null	null	null	null	FACE	null	null	NEV	False	True	False	False	False	True	PAT_1217_762_198.png	false
PAT_397	798	false	true	GERMANY	GERMANY	59	true	MALE	true	false	false	false	3	FOREARM	18	16	SCC	True	True	False	False	False	False	PAT_397_798_482.png	true
PAT_1481	1,674	null	null	null	null	60	null	null	null	null	null	null	null	FACE	null	null	ACK	True	False	False	False	False	False	PAT_1481_1674_735.png	false
PAT_665	1,262	false	false	UNK	UNK	30	false	FEMALE	true	true	true	true	3	BACK	6	6	NEV	False	UNK	False	UNK	False	True	PAT_665_1262_774.png	true
PAT_976	1,837	false	false	POMERANIA	POMERANIA	85	true	FEMALE	false	false	true	true	3	EAR	35	25	BCC	False	True	False	True	True	True	PAT_976_1837_861.png	true
PAT_827	1,600	true	false	GERMANY	GERMANY	67	false	MALE	false	false	true	true	2	ARM	15	11	BCC	True	UNK	False	UNK	True	True	PAT_827_1600_1000.png	true
PAT_1764	3,335	null	null	null	null	73	null	null	null	null	null	null	null	CHEST	null	null	SEK	False	True	False	False	False	True	PAT_1764_3335_366.png	false
PAT_645	1,223	false	false	GERMANY	GERMANY	57	true	FEMALE	true	false	false	false	3	CHEST	10	5	BCC	False	True	False	True	True	True	PAT_645_1223_124.png	true
PAT_185	285	false	true	GERMANY	GERMANY	62	false	MALE	false	true	true	false	2	ARM	11	9	BCC	True	True	True	False	True	True	PAT_185_285_862.png	true
PAT_1333	1,177	null	null	null	null	38	null	null	null	null	null	null	null	BACK	null	null	NEV	False	True	False	False	False	True	PAT_1333_1177_261.png	false
PAT_1461	1,600	null	null	null	null	52	null	null	null	null	null	null	null	FACE	null	null	SEK	False	True	False	False	False	True	PAT_1461_1600_867.png	false
PAT_1658	2,933	null	null	null	null	22	null	null	null	null	null	null	null	CHEST	null	null	NEV	False	True	False	False	False	True	PAT_1658_2933_322.png	false
PAT_1013	82	null	null	null	null	43	null	null	null	null	null	null	null	BACK	null	null	ACK	True	False	False	False	False	False	PAT_1013_82_876.png	false
PAT_2066	4,417	null	null	null	null	53	null	null	null	null	null	null	null	FACE	null	null	SEK	False	True	False	False	False	True	PAT_2066_4417_201.png	false
PAT_1027	128	null	null	null	null	38	null	null	null	null	null	null	null	FACE	null	null	ACK	False	False	False	False	False	False	PAT_1027_128_854.png	false
PAT_1307	1,092	null	null	null	null	58	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	True	PAT_1307_1092_878.png	false
PAT_1593	2,651	null	null	null	null	75	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1593_2651_122.png	false
PAT_375	763	false	true	ITALY	ITALY	52	true	MALE	true	true	false	false	2	CHEST	9	5	BCC	True	True	True	False	True	True	PAT_375_763_732.png	true
PAT_302	1,633	true	false	GERMANY	GERMANY	64	true	MALE	true	true	true	true	2	FACE	10	10	ACK	True	False	False	False	False	False	PAT_302_1633_845.png	false
PAT_495	941	false	false	POMERANIA	POMERANIA	58	true	MALE	false	true	true	true	2	BACK	14	11	MEL	False	UNK	False	True	False	False	PAT_495_941_26.png	true
PAT_535	1,012	false	false	CZECH	GERMANY	56	false	FEMALE	true	true	true	true	1	FOREARM	12	7	BCC	True	UNK	False	UNK	False	True	PAT_535_1012_145.png	true
PAT_1583	2,607	null	null	null	null	71	null	null	null	null	null	null	null	FACE	null	null	SEK	False	False	False	False	False	False	PAT_1583_2607_628.png	false
PAT_121	184	false	false	POMERANIA	POMERANIA	68	false	FEMALE	false	true	true	false	2	CHEST	8	6	BCC	False	True	True	False	True	True	PAT_121_184_502.png	true
PAT_614	1,166	false	false	UNK	UNK	56	false	FEMALE	false	true	true	true	3	CHEST	18	6	MEL	False	True	False	True	False	False	PAT_614_1166_885.png	true
PAT_524	987	false	false	UNK	ITALY	50	true	MALE	true	false	false	false	2	BACK	8	7	BCC	True	UNK	False	UNK	False	True	PAT_524_987_738.png	true
PAT_381	775	false	true	GERMANY	GERMANY	59	true	MALE	false	false	false	false	3	BACK	18	18	BCC	True	True	True	False	True	True	PAT_381_775_566.png	true
PAT_1774	3,352	null	null	null	null	67	null	null	null	null	null	null	null	FACE	null	null	ACK	True	False	False	False	False	True	PAT_1774_3352_474.png	false
PAT_375	763	false	true	ITALY	ITALY	52	true	MALE	true	true	false	false	2	CHEST	9	5	BCC	True	True	True	False	True	True	PAT_375_763_980.png	true
PAT_79	120	false	false	POMERANIA	POMERANIA	63	false	FEMALE	false	false	true	true	2	FACE	7	5	BCC	False	False	False	False	False	False	PAT_79_120_739.png	true
PAT_587	3,431	false	true	GERMANY	ITALY	67	true	MALE	false	false	true	true	3	FOREARM	13	12	ACK	True	False	False	False	False	False	PAT_587_3431_6.png	false
PAT_666	1,268	false	false	POMERANIA	POMERANIA	57	false	MALE	true	false	true	true	3	FOREARM	14	11	BCC	True	UNK	True	UNK	True	True	PAT_666_1268_870.png	true
PAT_691	3,994	false	true	POMERANIA	GERMANY	56	true	MALE	false	false	false	true	1	FOREARM	10	10	ACK	False	False	False	True	False	True	PAT_691_3994_671.png	false
PAT_364	749	true	false	GERMANY	PORTUGAL	66	false	FEMALE	true	false	false	false	2	BACK	20	16	BCC	True	False	True	False	True	True	PAT_364_749_377.png	true
PAT_576	1,089	false	false	ITALY	GERMANY	53	false	FEMALE	false	false	true	true	3	THIGH	6	2	BCC	True	UNK	False	UNK	False	True	PAT_576_1089_435.png	true
PAT_952	1,807	true	false	ITALY	ITALY	57	true	MALE	false	false	true	true	2	CHEST	5	5	BCC	False	UNK	False	UNK	False	True	PAT_952_1807_58.png	true
PAT_1128	497	null	null	null	null	40	null	null	null	null	null	null	null	FACE	null	null	ACK	True	True	False	True	False	False	PAT_1128_497_322.png	false
PAT_485	928	false	false	POMERANIA	POMERANIA	74	false	FEMALE	false	false	true	false	2	ARM	14	9	BCC	True	UNK	False	UNK	False	False	PAT_485_928_796.png	true
PAT_39	55	false	true	GERMANY	GERMANY	53	false	MALE	true	false	false	false	2	CHEST	12	9	BCC	True	UNK	False	UNK	False	True	PAT_39_55_233.png	true
PAT_340	714	false	true	ITALY	ITALY	54	false	FEMALE	false	true	true	true	4	BACK	14	12	MEL	True	True	False	True	False	True	PAT_340_714_68.png	true
PAT_1981	4,023	null	null	null	null	79	null	null	null	null	null	null	null	CHEST	null	null	ACK	True	False	False	False	False	True	PAT_1981_4023_673.png	false
PAT_315	673	false	false	POMERANIA	GERMANY	22	true	FEMALE	true	false	false	false	3	CHEST	6	3	BCC	True	False	False	False	True	True	PAT_315_673_227.png	true
PAT_1071	313	null	null	null	null	55	null	null	null	null	null	null	null	FACE	null	null	ACK	False	False	False	False	False	False	PAT_1071_313_789.png	false
PAT_59	94	true	false	BRAZIL	BRAZIL	72	false	FEMALE	false	false	true	false	2	FACE	18	15	ACK	True	False	False	False	False	True	PAT_59_94_849.png	true
PAT_338	710	false	false	GERMANY	GERMANY	81	false	FEMALE	true	false	true	true	1	THIGH	15	12	SCC	True	True	False	True	False	False	PAT_338_710_319.png	true
PAT_1324	1,145	null	null	null	null	67	null	null	null	null	null	null	null	FOREARM	null	null	ACK	True	False	False	False	False	False	PAT_1324_1145_309.png	false
PAT_1914	3,822	null	null	null	null	56	null	null	null	null	null	null	null	ARM	null	null	SEK	False	False	False	False	True	True	PAT_1914_3822_863.png	false
PAT_672	1,272	false	true	BRAZIL	BRAZIL	49	false	MALE	false	false	true	true	3	FACE	10	5	NEV	False	UNK	False	UNK	False	False	PAT_672_1272_705.png	true
PAT_2122	4,642	null	null	null	null	62	null	null	null	null	null	null	null	ARM	null	null	ACK	False	False	False	False	False	False	PAT_2122_4642_680.png	false
PAT_886	1,684	false	false	GERMANY	UNK	70	false	FEMALE	false	false	true	true	3	ARM	10	6	ACK	False	True	True	True	False	True	PAT_886_1684_297.png	true
PAT_93	361	false	true	null	null	65	false	MALE	false	false	true	true	4	FACE	8	6	SEK	False	True	False	False	False	True	PAT_93_361_203.png	false
PAT_270	1,386	false	false	POMERANIA	POMERANIA	90	false	FEMALE	false	true	false	false	1	FACE	13	7	ACK	True	True	False	False	False	False	PAT_270_1386_755.png	false
PAT_908	1,726	false	true	GERMANY	GERMANY	63	true	MALE	true	true	true	true	2	CHEST	22	25	SCC	False	UNK	False	UNK	False	False	PAT_908_1726_939.png	true
PAT_666	1,271	false	false	POMERANIA	POMERANIA	57	false	MALE	true	false	true	true	3	BACK	9	9	BCC	True	UNK	True	UNK	False	True	PAT_666_1271_645.png	true
PAT_115	1,138	false	false	POMERANIA	POMERANIA	70	false	MALE	false	true	false	false	2	BACK	10	8	MEL	False	True	False	True	False	True	PAT_115_1138_870.png	true
PAT_585	1,130	true	true	POMERANIA	POMERANIA	59	false	MALE	false	false	false	false	3	ABDOMEN	5	5	ACK	True	True	False	False	True	True	PAT_585_1130_474.png	true
PAT_464	1,794	false	false	GERMANY	GERMANY	75	true	FEMALE	true	true	false	false	3	NECK	25	13	BCC	False	True	True	False	False	False	PAT_464_1794_78.png	true
PAT_380	773	false	false	NETHERLANDS	GERMANY	59	true	MALE	false	true	true	true	2	BACK	21	20	BCC	True	False	False	False	False	False	PAT_380_773_542.png	true

Subsets and Splits