Datasets:
image imagewidth (px) 600 600 | label class label 7
classes | filename stringlengths 16 16 | image_id stringlengths 0 12 | lesion_id stringlengths 11 11 | diagnosis_confirm_type stringclasses 4
values |
|---|---|---|---|---|---|
0akiec | ISIC_0024329.jpg | ISIC_0024329 | HAM_0002954 | histopathology | |
0akiec | ISIC_0024372.jpg | ISIC_0024372 | HAM_0005389 | histopathology | |
0akiec | ISIC_0024418.jpg | ISIC_0024418 | HAM_0003380 | histopathology | |
0akiec | ISIC_0024450.jpg | ISIC_0024450 | HAM_0005505 | histopathology | |
0akiec | ISIC_0024463.jpg | ISIC_0024463 | HAM_0004568 | histopathology | |
0akiec | ISIC_0024468.jpg | ISIC_0024468 | HAM_0006301 | histopathology | |
0akiec | ISIC_0024470.jpg | ISIC_0024470 | HAM_0006220 | histopathology | |
0akiec | ISIC_0024511.jpg | ISIC_0024511 | HAM_0001505 | histopathology | |
0akiec | ISIC_0024517.jpg | ISIC_0024517 | HAM_0001894 | histopathology | |
0akiec | ISIC_0024522.jpg | ISIC_0024522 | HAM_0005650 | histopathology | |
0akiec | ISIC_0024539.jpg | ISIC_0024539 | HAM_0002551 | histopathology | |
0akiec | ISIC_0024562.jpg | ISIC_0024562 | HAM_0002745 | histopathology | |
0akiec | ISIC_0024575.jpg | ISIC_0024575 | HAM_0004722 | histopathology | |
0akiec | ISIC_0024579.jpg | ISIC_0024579 | HAM_0000005 | histopathology | |
0akiec | ISIC_0024646.jpg | ISIC_0024646 | HAM_0006252 | histopathology | |
0akiec | ISIC_0024654.jpg | ISIC_0024654 | HAM_0005705 | histopathology | |
0akiec | ISIC_0024707.jpg | ISIC_0024707 | HAM_0005448 | histopathology | |
0akiec | ISIC_0024710.jpg | ISIC_0024710 | HAM_0004609 | histopathology | |
0akiec | ISIC_0024763.jpg | ISIC_0024763 | HAM_0006524 | histopathology | |
0akiec | ISIC_0024771.jpg | ISIC_0024771 | HAM_0006301 | histopathology | |
0akiec | ISIC_0024800.jpg | ISIC_0024800 | HAM_0007088 | histopathology | |
0akiec | ISIC_0024843.jpg | ISIC_0024843 | HAM_0004376 | histopathology | |
0akiec | ISIC_0024913.jpg | ISIC_0024913 | HAM_0001495 | histopathology | |
0akiec | ISIC_0024923.jpg | ISIC_0024923 | HAM_0001004 | histopathology | |
0akiec | ISIC_0024925.jpg | ISIC_0024925 | HAM_0006592 | histopathology | |
0akiec | ISIC_0024946.jpg | ISIC_0024946 | HAM_0005264 | histopathology | |
0akiec | ISIC_0024948.jpg | ISIC_0024948 | HAM_0004034 | histopathology | |
0akiec | ISIC_0025029.jpg | ISIC_0025029 | HAM_0003105 | histopathology | |
0akiec | ISIC_0025069.jpg | ISIC_0025069 | HAM_0006222 | histopathology | |
0akiec | ISIC_0025089.jpg | ISIC_0025089 | HAM_0002705 | histopathology | |
0akiec | ISIC_0025130.jpg | ISIC_0025130 | HAM_0000718 | histopathology | |
0akiec | ISIC_0025178.jpg | ISIC_0025178 | HAM_0005282 | histopathology | |
0akiec | ISIC_0025182.jpg | ISIC_0025182 | HAM_0006213 | histopathology | |
0akiec | ISIC_0025196.jpg | ISIC_0025196 | HAM_0005924 | histopathology | |
0akiec | ISIC_0025247.jpg | ISIC_0025247 | HAM_0005231 | histopathology | |
0akiec | ISIC_0025264.jpg | ISIC_0025264 | HAM_0007623 | histopathology | |
0akiec | ISIC_0025319.jpg | ISIC_0025319 | HAM_0003195 | histopathology | |
0akiec | ISIC_0025331.jpg | ISIC_0025331 | HAM_0001258 | histopathology | |
0akiec | ISIC_0025350.jpg | ISIC_0025350 | HAM_0005701 | histopathology | |
0akiec | ISIC_0025358.jpg | ISIC_0025358 | HAM_0004398 | histopathology | |
0akiec | ISIC_0025368.jpg | ISIC_0025368 | HAM_0004472 | histopathology | |
0akiec | ISIC_0025411.jpg | ISIC_0025411 | HAM_0002158 | histopathology | |
0akiec | ISIC_0025427.jpg | ISIC_0025427 | HAM_0001416 | histopathology | |
0akiec | ISIC_0025471.jpg | ISIC_0025471 | HAM_0001967 | histopathology | |
0akiec | ISIC_0025539.jpg | ISIC_0025539 | HAM_0000967 | histopathology | |
0akiec | ISIC_0025577.jpg | ISIC_0025577 | HAM_0000005 | histopathology | |
0akiec | ISIC_0025605.jpg | ISIC_0025605 | HAM_0007047 | histopathology | |
0akiec | ISIC_0025637.jpg | ISIC_0025637 | HAM_0001460 | histopathology | |
0akiec | ISIC_0025696.jpg | ISIC_0025696 | HAM_0002472 | histopathology | |
0akiec | ISIC_0025712.jpg | ISIC_0025712 | HAM_0005117 | histopathology | |
0akiec | ISIC_0025780.jpg | ISIC_0025780 | HAM_0006587 | histopathology | |
0akiec | ISIC_0025790.jpg | ISIC_0025790 | HAM_0001004 | histopathology | |
0akiec | ISIC_0025803.jpg | ISIC_0025803 | HAM_0005024 | histopathology | |
0akiec | ISIC_0025808.jpg | ISIC_0025808 | HAM_0002261 | histopathology | |
0akiec | ISIC_0025811.jpg | ISIC_0025811 | HAM_0005255 | histopathology | |
0akiec | ISIC_0025825.jpg | ISIC_0025825 | HAM_0002232 | histopathology | |
0akiec | ISIC_0025831.jpg | ISIC_0025831 | HAM_0004012 | histopathology | |
0akiec | ISIC_0025948.jpg | ISIC_0025948 | HAM_0002672 | histopathology | |
0akiec | ISIC_0025953.jpg | ISIC_0025953 | HAM_0002461 | histopathology | |
0akiec | ISIC_0025957.jpg | ISIC_0025957 | HAM_0007047 | histopathology | |
0akiec | ISIC_0025992.jpg | ISIC_0025992 | HAM_0005480 | histopathology | |
0akiec | ISIC_0026014.jpg | ISIC_0026014 | HAM_0002882 | histopathology | |
0akiec | ISIC_0026040.jpg | ISIC_0026040 | HAM_0006252 | histopathology | |
0akiec | ISIC_0026083.jpg | ISIC_0026083 | HAM_0000552 | histopathology | |
0akiec | ISIC_0026100.jpg | ISIC_0026100 | HAM_0000954 | histopathology | |
0akiec | ISIC_0026132.jpg | ISIC_0026132 | HAM_0004992 | histopathology | |
0akiec | ISIC_0026138.jpg | ISIC_0026138 | HAM_0005027 | histopathology | |
0akiec | ISIC_0026149.jpg | ISIC_0026149 | HAM_0005480 | histopathology | |
0akiec | ISIC_0026152.jpg | ISIC_0026152 | HAM_0000549 | histopathology | |
0akiec | ISIC_0026171.jpg | ISIC_0026171 | HAM_0000356 | histopathology | |
0akiec | ISIC_0026178.jpg | ISIC_0026178 | HAM_0007349 | histopathology | |
0akiec | ISIC_0026194.jpg | ISIC_0026194 | HAM_0003910 | histopathology | |
0akiec | ISIC_0026203.jpg | ISIC_0026203 | HAM_0003895 | histopathology | |
0akiec | ISIC_0026206.jpg | ISIC_0026206 | HAM_0000490 | histopathology | |
0akiec | ISIC_0026212.jpg | ISIC_0026212 | HAM_0003262 | histopathology | |
0akiec | ISIC_0026319.jpg | ISIC_0026319 | HAM_0003195 | histopathology | |
0akiec | ISIC_0026327.jpg | ISIC_0026327 | HAM_0002012 | histopathology | |
0akiec | ISIC_0026362.jpg | ISIC_0026362 | HAM_0005301 | histopathology | |
0akiec | ISIC_0026388.jpg | ISIC_0026388 | HAM_0003105 | histopathology | |
0akiec | ISIC_0026411.jpg | ISIC_0026411 | HAM_0004846 | histopathology | |
0akiec | ISIC_0026457.jpg | ISIC_0026457 | HAM_0007303 | histopathology | |
0akiec | ISIC_0026466.jpg | ISIC_0026466 | HAM_0000456 | histopathology | |
0akiec | ISIC_0026468.jpg | ISIC_0026468 | HAM_0001023 | histopathology | |
0akiec | ISIC_0026492.jpg | ISIC_0026492 | HAM_0006481 | histopathology | |
0akiec | ISIC_0026522.jpg | ISIC_0026522 | HAM_0005505 | histopathology | |
0akiec | ISIC_0026525.jpg | ISIC_0026525 | HAM_0001048 | histopathology | |
0akiec | ISIC_0026549.jpg | ISIC_0026549 | HAM_0002307 | histopathology | |
0akiec | ISIC_0026575.jpg | ISIC_0026575 | HAM_0006875 | histopathology | |
0akiec | ISIC_0026625.jpg | ISIC_0026625 | HAM_0005354 | histopathology | |
0akiec | ISIC_0026626.jpg | ISIC_0026626 | HAM_0005020 | histopathology | |
0akiec | ISIC_0026645.jpg | ISIC_0026645 | HAM_0003136 | histopathology | |
0akiec | ISIC_0026650.jpg | ISIC_0026650 | HAM_0000545 | histopathology | |
0akiec | ISIC_0026702.jpg | ISIC_0026702 | HAM_0005228 | histopathology | |
0akiec | ISIC_0026709.jpg | ISIC_0026709 | HAM_0001565 | histopathology | |
0akiec | ISIC_0026720.jpg | ISIC_0026720 | HAM_0000688 | histopathology | |
0akiec | ISIC_0026729.jpg | ISIC_0026729 | HAM_0006560 | histopathology | |
0akiec | ISIC_0026765.jpg | ISIC_0026765 | HAM_0001474 | histopathology | |
0akiec | ISIC_0026848.jpg | ISIC_0026848 | HAM_0007308 | histopathology | |
0akiec | ISIC_0026857.jpg | ISIC_0026857 | HAM_0004363 | histopathology | |
0akiec | ISIC_0026872.jpg | ISIC_0026872 | HAM_0006746 | histopathology |
End of preview. Expand in Data Studio
Skin Lesion Dataset — trainOne Full
All 7 HAM10000 classes including Melanocytic Nevi (nv). Source: ISIC 2018 Challenge Task 3.
| Code | Description | Count |
|---|---|---|
| nv | Melanocytic Nevi (benign) | 5000 |
| mel | Melanoma (deadly) | 1113 |
| bkl | Benign Keratosis | 1099 |
| bcc | Basal Cell Carcinoma (cancer) | 514 |
| akiec | Actinic Keratosis (monitor) | 327 |
| vasc | Vascular Lesions | 142 |
| df | Dermatofibroma | 115 |
Total: 8,310 images
Load:
from datasets import load_dataset
ds = load_dataset("zujiguts/skin-lesion-trainOne-full")
Source: https://challenge.isic-archive.com/data/#2018 License: CC-BY-NC 4.0 — HAM10000 (ViDIR Group, Medical University of Vienna)
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