Dermatoscopic images of the most common classes of pigmented skin lesions: Pigmented Actinic Keratoses / Bowen's disease, Basal Cell Carcinoma, Benign Keratoses (Seborrheic Keratosis, Solar Lentigo and Lichen-Planus Like Keratosis), Dermatofibroma, Melanocytic Nevi, Melanoma and Vascular lesions. Images are made available in preparation for the "Human-Against-Machine with 10000 training images" study, and originate mainly from the ViDIR Group (Department of Dermatology, Medical University of Vienna) and a skin cancer office in Australia (School of Medicine, University of Queensland). Data is provided under the CC BY-NC 4.0 license, attribution should be made by referencing the data descriptor manuscript: 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).
{ "age_approx": 55, "anatom_site_general": "posterior torso", "benign_malignant": "benign", "concomitant_biopsy": false, "diagnosis": "nevus", "diagnosis_1": "Benign", "diagnosis_2": "Benign melanocytic proliferations", "diagnosis_3": "Nevus", "diagnosis_4": null, "diagnosis_5": null, "diagnosis_confirm_type": "single image expert consensus", "image_type": "dermoscopic", "lesion_id": "IL_1641012", "melanocytic": true, "sex": "male" }
{ "age_approx": 40, "benign_malignant": "benign", "concomitant_biopsy": false, "diagnosis": "nevus", "diagnosis_1": "Benign", "diagnosis_2": "Benign melanocytic proliferations", "diagnosis_3": "Nevus", "diagnosis_4": null, "diagnosis_5": null, "diagnosis_confirm_type": "single image expert consensus", "image_type": "dermoscopic", "lesion_id": "IL_2969346", "melanocytic": true, "sex": "male" }
{ "age_approx": 5, "benign_malignant": "benign", "concomitant_biopsy": true, "diagnosis": "nevus", "diagnosis_1": "Benign", "diagnosis_2": "Benign melanocytic proliferations", "diagnosis_3": "Nevus", "diagnosis_4": null, "diagnosis_5": null, "diagnosis_confirm_type": "histopathology", "image_type": "dermoscopic", "lesion_id": "IL_4061949", "melanocytic": true, "sex": "male" }
{ "benign_malignant": "benign", "concomitant_biopsy": false, "diagnosis": "nevus", "diagnosis_1": "Benign", "diagnosis_2": "Benign melanocytic proliferations", "diagnosis_3": "Nevus", "diagnosis_4": null, "diagnosis_5": null, "diagnosis_confirm_type": "single image expert consensus", "image_type": "dermoscopic", "lesion_id": "IL_4618182", "melanocytic": true }
{ "age_approx": 40, "anatom_site_general": "posterior torso", "benign_malignant": "benign", "concomitant_biopsy": true, "diagnosis": "nevus", "diagnosis_1": "Benign", "diagnosis_2": "Benign melanocytic proliferations", "diagnosis_3": "Nevus", "diagnosis_4": null, "diagnosis_5": null, "diagnosis_confirm_type": "histopathology", "image_type": "dermoscopic", "lesion_id": "IL_4701281", "melanocytic": true, "sex": "male" }
{ "concomitant_biopsy": true, "diagnosis": "pigmented benign keratosis", "diagnosis_1": "Benign", "diagnosis_2": "Benign epidermal proliferations", "diagnosis_3": "Pigmented benign keratosis", "diagnosis_4": null, "diagnosis_5": null, "diagnosis_confirm_type": "histopathology", "image_type": "dermoscopic", "lesion_id": "IL_5920653", "melanocytic": false }
{ "age_approx": 70, "anatom_site_general": "posterior torso", "benign_malignant": "malignant", "concomitant_biopsy": true, "diagnosis": "melanoma", "diagnosis_1": "Malignant", "diagnosis_2": "Malignant melanocytic proliferations (Melanoma)", "diagnosis_3": "Melanoma, NOS", "diagnosis_4": null, "diagnosis_5": null, "diagnosis_confirm_type": "histopathology", "image_type": "dermoscopic", "lesion_id": "IL_5470919", "melanocytic": true, "sex": "male" }
{ "benign_malignant": "benign", "concomitant_biopsy": true, "diagnosis": "nevus", "diagnosis_1": "Benign", "diagnosis_2": "Benign melanocytic proliferations", "diagnosis_3": "Nevus", "diagnosis_4": null, "diagnosis_5": null, "diagnosis_confirm_type": "histopathology", "image_type": "dermoscopic", "lesion_id": "IL_6933526", "melanocytic": true }
{ "age_approx": 50, "anatom_site_general": "posterior torso", "concomitant_biopsy": true, "diagnosis": "pigmented benign keratosis", "diagnosis_1": "Benign", "diagnosis_2": "Benign epidermal proliferations", "diagnosis_3": "Pigmented benign keratosis", "diagnosis_4": null, "diagnosis_5": null, "diagnosis_confirm_type": "histopathology", "image_type": "dermoscopic", "lesion_id": "IL_1717276", "melanocytic": false, "sex": "male" }
{ "benign_malignant": "benign", "concomitant_biopsy": false, "diagnosis": "nevus", "diagnosis_1": "Benign", "diagnosis_2": "Benign melanocytic proliferations", "diagnosis_3": "Nevus", "diagnosis_4": null, "diagnosis_5": null, "diagnosis_confirm_type": "single image expert consensus", "image_type": "dermoscopic", "lesion_id": "IL_4190944", "melanocytic": true }
{ "age_approx": 40, "benign_malignant": "benign", "concomitant_biopsy": false, "diagnosis": "nevus", "diagnosis_1": "Benign", "diagnosis_2": "Benign melanocytic proliferations", "diagnosis_3": "Nevus", "diagnosis_4": null, "diagnosis_5": null, "diagnosis_confirm_type": "single image expert consensus", "image_type": "dermoscopic", "lesion_id": "IL_5271222", "melanocytic": true }
{ "age_approx": 30, "benign_malignant": "malignant", "concomitant_biopsy": true, "diagnosis": "melanoma", "diagnosis_1": "Malignant", "diagnosis_2": "Malignant melanocytic proliferations (Melanoma)", "diagnosis_3": "Melanoma, NOS", "diagnosis_4": null, "diagnosis_5": null, "diagnosis_confirm_type": "histopathology", "image_type": "dermoscopic", "lesion_id": "IL_6937580", "melanocytic": true, "sex": "female" }
{ "age_approx": 25, "anatom_site_general": "upper extremity", "benign_malignant": "malignant", "concomitant_biopsy": true, "diagnosis": "melanoma", "diagnosis_1": "Malignant", "diagnosis_2": "Malignant melanocytic proliferations (Melanoma)", "diagnosis_3": "Melanoma, NOS", "diagnosis_4": null, "diagnosis_5": null, "diagnosis_confirm_type": "histopathology", "image_type": "dermoscopic", "lesion_id": "IL_2431420", "melanocytic": true, "sex": "female" }
{ "benign_malignant": "benign", "concomitant_biopsy": true, "diagnosis": "nevus", "diagnosis_1": "Benign", "diagnosis_2": "Benign melanocytic proliferations", "diagnosis_3": "Nevus", "diagnosis_4": null, "diagnosis_5": null, "diagnosis_confirm_type": "histopathology", "image_type": "dermoscopic", "lesion_id": "IL_2755520", "melanocytic": true }
{ "age_approx": 55, "benign_malignant": "benign", "concomitant_biopsy": false, "diagnosis": "nevus", "diagnosis_1": "Benign", "diagnosis_2": "Benign melanocytic proliferations", "diagnosis_3": "Nevus", "diagnosis_4": null, "diagnosis_5": null, "diagnosis_confirm_type": "single image expert consensus", "image_type": "dermoscopic", "lesion_id": "IL_8956744", "melanocytic": true, "sex": "male" }
{ "concomitant_biopsy": false, "diagnosis": "pigmented benign keratosis", "diagnosis_1": "Benign", "diagnosis_2": "Benign epidermal proliferations", "diagnosis_3": "Pigmented benign keratosis", "diagnosis_4": null, "diagnosis_5": null, "diagnosis_confirm_type": "single image expert consensus", "image_type": "dermoscopic", "lesion_id": "IL_5218936", "melanocytic": false }
{ "benign_malignant": "benign", "concomitant_biopsy": false, "diagnosis": "nevus", "diagnosis_1": "Benign", "diagnosis_2": "Benign melanocytic proliferations", "diagnosis_3": "Nevus", "diagnosis_4": null, "diagnosis_5": null, "diagnosis_confirm_type": "single image expert consensus", "image_type": "dermoscopic", "lesion_id": "IL_5893216", "melanocytic": true }
{ "age_approx": 70, "anatom_site_general": "head/neck", "concomitant_biopsy": true, "diagnosis": "actinic keratosis", "diagnosis_1": "Indeterminate", "diagnosis_2": "Indeterminate epidermal proliferations", "diagnosis_3": "Solar or actinic keratosis", "diagnosis_4": null, "diagnosis_5": null, "diagnosis_confirm_type": "histopathology", "image_type": "dermoscopic", "lesion_id": "IL_9294619", "melanocytic": false, "sex": "female" }
{ "concomitant_biopsy": false, "diagnosis": "pigmented benign keratosis", "diagnosis_1": "Benign", "diagnosis_2": "Benign epidermal proliferations", "diagnosis_3": "Pigmented benign keratosis", "diagnosis_4": null, "diagnosis_5": null, "diagnosis_confirm_type": "single image expert consensus", "image_type": "dermoscopic", "lesion_id": "IL_6088695", "melanocytic": false }
{ "concomitant_biopsy": true, "diagnosis": "basal cell carcinoma", "diagnosis_1": "Malignant", "diagnosis_2": "Malignant adnexal epithelial proliferations - Follicular", "diagnosis_3": "Basal cell carcinoma", "diagnosis_4": null, "diagnosis_5": null, "diagnosis_confirm_type": "histopathology", "image_type": "dermoscopic", "lesion_id": "IL_4973744", "melanocytic": false }