| image (image) | image_id (string) | lesion_id (string) | dx (string) | dx_type (string) | age (float64) | sex (string) | localization (string) |
|---|---|---|---|---|---|---|---|
 | "ISIC_0024329" | "HAM_0002954" | "actinic_keratoses" | "histo" | 75 | "female" | "lower extremity" |
 | "ISIC_0024372" | "HAM_0005389" | "actinic_keratoses" | "histo" | 70 | "male" | "lower extremity" |
 | "ISIC_0024418" | "HAM_0003380" | "actinic_keratoses" | "histo" | 75 | "female" | "lower extremity" |
 | "ISIC_0024450" | "HAM_0005505" | "actinic_keratoses" | "histo" | 50 | "male" | "upper extremity" |
 | "ISIC_0024463" | "HAM_0004568" | "actinic_keratoses" | "histo" | 50 | "male" | "upper extremity" |
 | "ISIC_0024468" | "HAM_0006301" | "actinic_keratoses" | "histo" | 75 | "male" | "neck" |
 | "ISIC_0024470" | "HAM_0006220" | "actinic_keratoses" | "histo" | 60 | "male" | "upper extremity" |
 | "ISIC_0024511" | "HAM_0001505" | "actinic_keratoses" | "histo" | 55 | "female" | "face" |
 | "ISIC_0024517" | "HAM_0001894" | "actinic_keratoses" | "histo" | 65 | "male" | "back" |
 | "ISIC_0024522" | "HAM_0005650" | "actinic_keratoses" | "histo" | 65 | "male" | "lower extremity" |
 | "ISIC_0024539" | "HAM_0002551" | "actinic_keratoses" | "histo" | 70 | "male" | "face" |
 | "ISIC_0024562" | "HAM_0002745" | "actinic_keratoses" | "histo" | 75 | "male" | "chest" |
 | "ISIC_0024575" | "HAM_0004722" | "actinic_keratoses" | "histo" | 70 | "female" | "upper extremity" |
 | "ISIC_0024579" | "HAM_0000005" | "actinic_keratoses" | "histo" | 75 | "female" | "lower extremity" |
 | "ISIC_0024646" | "HAM_0006252" | "actinic_keratoses" | "histo" | 70 | "female" | "face" |
 | "ISIC_0024654" | "HAM_0005705" | "actinic_keratoses" | "histo" | 75 | "female" | "lower extremity" |
 | "ISIC_0024707" | "HAM_0005448" | "actinic_keratoses" | "histo" | 60 | "male" | "face" |
 | "ISIC_0024710" | "HAM_0004609" | "actinic_keratoses" | "histo" | 75 | "male" | "back" |
 | "ISIC_0024763" | "HAM_0006524" | "actinic_keratoses" | "histo" | 65 | "male" | "ear" |
 | "ISIC_0024771" | "HAM_0006301" | "actinic_keratoses" | "histo" | 75 | "male" | "neck" |
 | "ISIC_0024800" | "HAM_0007088" | "actinic_keratoses" | "histo" | 50 | "male" | "back" |
 | "ISIC_0024843" | "HAM_0004376" | "actinic_keratoses" | "histo" | 70 | "female" | "face" |
 | "ISIC_0024913" | "HAM_0001495" | "actinic_keratoses" | "histo" | 85 | "male" | "back" |
 | "ISIC_0024923" | "HAM_0001004" | "actinic_keratoses" | "histo" | 75 | "female" | "lower extremity" |
 | "ISIC_0024925" | "HAM_0006592" | "actinic_keratoses" | "histo" | 75 | "male" | "abdomen" |
 | "ISIC_0024946" | "HAM_0005264" | "actinic_keratoses" | "histo" | 45 | "male" | "back" |
 | "ISIC_0024948" | "HAM_0004034" | "actinic_keratoses" | "histo" | 55 | "female" | "face" |
 | "ISIC_0025029" | "HAM_0003105" | "actinic_keratoses" | "histo" | 75 | "female" | "upper extremity" |
 | "ISIC_0025069" | "HAM_0006222" | "actinic_keratoses" | "histo" | 75 | "male" | "upper extremity" |
 | "ISIC_0025089" | "HAM_0002705" | "actinic_keratoses" | "histo" | 65 | "male" | "scalp" |
 | "ISIC_0025130" | "HAM_0000718" | "actinic_keratoses" | "histo" | 80 | "female" | "face" |
 | "ISIC_0025178" | "HAM_0005282" | "actinic_keratoses" | "histo" | 65 | "male" | "lower extremity" |
 | "ISIC_0025182" | "HAM_0006213" | "actinic_keratoses" | "histo" | 60 | "female" | "hand" |
 | "ISIC_0025196" | "HAM_0005924" | "actinic_keratoses" | "histo" | 80 | "female" | "upper extremity" |
 | "ISIC_0025247" | "HAM_0005231" | "actinic_keratoses" | "histo" | 70 | "male" | "lower extremity" |
 | "ISIC_0025264" | "HAM_0007623" | "actinic_keratoses" | "histo" | 75 | "male" | "back" |
 | "ISIC_0025319" | "HAM_0003195" | "actinic_keratoses" | "histo" | 80 | "male" | "chest" |
 | "ISIC_0025331" | "HAM_0001258" | "actinic_keratoses" | "histo" | 80 | "male" | "face" |
 | "ISIC_0025350" | "HAM_0005701" | "actinic_keratoses" | "histo" | 70 | "male" | "lower extremity" |
 | "ISIC_0025358" | "HAM_0004398" | "actinic_keratoses" | "histo" | 60 | "female" | "face" |
 | "ISIC_0025368" | "HAM_0004472" | "actinic_keratoses" | "histo" | 40 | "female" | "face" |
 | "ISIC_0025411" | "HAM_0002158" | "actinic_keratoses" | "histo" | 50 | "male" | "upper extremity" |
 | "ISIC_0025427" | "HAM_0001416" | "actinic_keratoses" | "histo" | 85 | "male" | "upper extremity" |
 | "ISIC_0025471" | "HAM_0001967" | "actinic_keratoses" | "histo" | 85 | "male" | "chest" |
 | "ISIC_0025539" | "HAM_0000967" | "actinic_keratoses" | "histo" | 75 | "male" | "lower extremity" |
 | "ISIC_0025577" | "HAM_0000005" | "actinic_keratoses" | "histo" | 75 | "female" | "lower extremity" |
 | "ISIC_0025605" | "HAM_0007047" | "actinic_keratoses" | "histo" | 60 | "female" | "lower extremity" |
 | "ISIC_0025637" | "HAM_0001460" | "actinic_keratoses" | "histo" | 75 | "male" | "face" |
 | "ISIC_0025696" | "HAM_0002472" | "actinic_keratoses" | "histo" | 60 | "male" | "face" |
 | "ISIC_0025712" | "HAM_0005117" | "actinic_keratoses" | "histo" | 70 | "female" | "chest" |
 | "ISIC_0025780" | "HAM_0006587" | "actinic_keratoses" | "histo" | 70 | "male" | "face" |
 | "ISIC_0025790" | "HAM_0001004" | "actinic_keratoses" | "histo" | 75 | "female" | "lower extremity" |
 | "ISIC_0025803" | "HAM_0005024" | "actinic_keratoses" | "histo" | 80 | "male" | "face" |
 | "ISIC_0025808" | "HAM_0002261" | "actinic_keratoses" | "histo" | 50 | "male" | "back" |
 | "ISIC_0025811" | "HAM_0005255" | "actinic_keratoses" | "histo" | 55 | "male" | "upper extremity" |
 | "ISIC_0025825" | "HAM_0002232" | "actinic_keratoses" | "histo" | 80 | "female" | "face" |
 | "ISIC_0025831" | "HAM_0004012" | "actinic_keratoses" | "histo" | 65 | "female" | "face" |
 | "ISIC_0025948" | "HAM_0002672" | "actinic_keratoses" | "histo" | 75 | "male" | "face" |
 | "ISIC_0025953" | "HAM_0002461" | "actinic_keratoses" | "histo" | 65 | "male" | "face" |
 | "ISIC_0025957" | "HAM_0007047" | "actinic_keratoses" | "histo" | 60 | "female" | "lower extremity" |
 | "ISIC_0025992" | "HAM_0005480" | "actinic_keratoses" | "histo" | 65 | "male" | "face" |
 | "ISIC_0026014" | "HAM_0002882" | "actinic_keratoses" | "histo" | 85 | "male" | "lower extremity" |
 | "ISIC_0026040" | "HAM_0006252" | "actinic_keratoses" | "histo" | 70 | "female" | "face" |
 | "ISIC_0026083" | "HAM_0000552" | "actinic_keratoses" | "histo" | 55 | "male" | "lower extremity" |
 | "ISIC_0026100" | "HAM_0000954" | "actinic_keratoses" | "histo" | 70 | "male" | "lower extremity" |
 | "ISIC_0026132" | "HAM_0004992" | "actinic_keratoses" | "histo" | 70 | "male" | "chest" |
 | "ISIC_0026149" | "HAM_0005480" | "actinic_keratoses" | "histo" | 65 | "male" | "face" |
 | "ISIC_0026152" | "HAM_0000549" | "actinic_keratoses" | "histo" | 70 | "male" | "upper extremity" |
 | "ISIC_0026171" | "HAM_0000356" | "actinic_keratoses" | "histo" | 60 | "female" | "face" |
 | "ISIC_0026178" | "HAM_0007349" | "actinic_keratoses" | "histo" | 60 | "male" | "back" |
 | "ISIC_0026194" | "HAM_0003910" | "actinic_keratoses" | "histo" | 30 | "male" | "face" |
 | "ISIC_0026203" | "HAM_0003895" | "actinic_keratoses" | "histo" | 70 | "male" | "back" |
 | "ISIC_0026206" | "HAM_0000490" | "actinic_keratoses" | "histo" | 85 | "male" | "lower extremity" |
 | "ISIC_0026212" | "HAM_0003262" | "actinic_keratoses" | "histo" | 45 | "male" | "face" |
 | "ISIC_0026319" | "HAM_0003195" | "actinic_keratoses" | "histo" | 80 | "male" | "chest" |
 | "ISIC_0026362" | "HAM_0005301" | "actinic_keratoses" | "histo" | 60 | "female" | "upper extremity" |
 | "ISIC_0026388" | "HAM_0003105" | "actinic_keratoses" | "histo" | 75 | "female" | "upper extremity" |
 | "ISIC_0026411" | "HAM_0004846" | "actinic_keratoses" | "histo" | 70 | "female" | "hand" |
 | "ISIC_0026457" | "HAM_0007303" | "actinic_keratoses" | "histo" | 75 | "female" | "lower extremity" |
 | "ISIC_0026466" | "HAM_0000456" | "actinic_keratoses" | "histo" | 65 | "female" | "upper extremity" |
 | "ISIC_0026468" | "HAM_0001023" | "actinic_keratoses" | "histo" | 50 | "male" | "hand" |
 | "ISIC_0026492" | "HAM_0006481" | "actinic_keratoses" | "histo" | 70 | "male" | "upper extremity" |
 | "ISIC_0026522" | "HAM_0005505" | "actinic_keratoses" | "histo" | 50 | "male" | "upper extremity" |
 | "ISIC_0026525" | "HAM_0001048" | "actinic_keratoses" | "histo" | 45 | "male" | "face" |
 | "ISIC_0026549" | "HAM_0002307" | "actinic_keratoses" | "histo" | 75 | "male" | "chest" |
 | "ISIC_0026575" | "HAM_0006875" | "actinic_keratoses" | "histo" | 80 | "male" | "face" |
 | "ISIC_0026625" | "HAM_0005354" | "actinic_keratoses" | "histo" | 60 | "male" | "face" |
 | "ISIC_0026650" | "HAM_0000545" | "actinic_keratoses" | "histo" | 70 | "male" | "face" |
 | "ISIC_0026702" | "HAM_0005228" | "actinic_keratoses" | "histo" | 80 | "female" | "face" |
 | "ISIC_0026709" | "HAM_0001565" | "actinic_keratoses" | "histo" | 60 | "female" | "face" |
 | "ISIC_0026720" | "HAM_0000688" | "actinic_keratoses" | "histo" | 75 | "male" | "lower extremity" |
 | "ISIC_0026729" | "HAM_0006560" | "actinic_keratoses" | "histo" | 50 | "male" | "face" |
 | "ISIC_0026765" | "HAM_0001474" | "actinic_keratoses" | "histo" | 55 | "female" | "chest" |
 | "ISIC_0026848" | "HAM_0007308" | "actinic_keratoses" | "histo" | 55 | "male" | "face" |
 | "ISIC_0026857" | "HAM_0004363" | "actinic_keratoses" | "histo" | 55 | "male" | "face" |
 | "ISIC_0026905" | "HAM_0006180" | "actinic_keratoses" | "histo" | 70 | "male" | "upper extremity" |
 | "ISIC_0026927" | "HAM_0003501" | "actinic_keratoses" | "histo" | 75 | "male" | "lower extremity" |
 | "ISIC_0026981" | "HAM_0000909" | "actinic_keratoses" | "histo" | 55 | "male" | "lower extremity" |
 | "ISIC_0026984" | "HAM_0001903" | "actinic_keratoses" | "histo" | 50 | "male" | "face" |
 | "ISIC_0026992" | "HAM_0003146" | "actinic_keratoses" | "histo" | 85 | "male" | "upper extremity" |