ISIC Balanced
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- Name: ISIC Balanced
- Number of images: 9,810
- Number of specified lesions: 6,558
- Number of specified patients: 1,513
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Attribution:
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Description:
These are the images used in the paper: Analysis of the ISIC image datasets: Usage, benchmarks and recommendations
Paper Link: https://www.sciencedirect.com/science/article/pii/S1361841521003509
They have also been used by newer versions such as: Skin Lesion Classification Using Dermoscopic Images and Clinical Metadata: Insights from Multimodal Models
{
"acquisition_day": 1401,
"age_approx": 80,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_8061055",
"patient_id": "IP_1564172",
"sex": "male"
}
{
"acquisition_day": 93,
"age_approx": 80,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_4433606",
"patient_id": "IP_8361815",
"sex": "male"
}
{
"acquisition_day": 199,
"age_approx": 60,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_4746386",
"patient_id": "IP_5568762",
"sex": "male"
}
{
"acquisition_day": 219,
"age_approx": 35,
"anatom_site_general": "upper extremity",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_1052266",
"patient_id": "IP_9649762",
"sex": "female"
}
{
"acquisition_day": 94,
"age_approx": 35,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_2996824",
"patient_id": "IP_2043846",
"sex": "female"
}
{
"age_approx": 75,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": true,
"diagnosis_1": "Malignant",
"diagnosis_2": "Malignant melanocytic proliferations (Melanoma)",
"diagnosis_3": "Melanoma, NOS",
"diagnosis_confirm_type": "histopathology",
"image_type": "dermoscopic",
"lesion_id": "IL_0289970",
"melanocytic": true,
"patient_id": "IP_1422713",
"sex": "male"
}
{
"acquisition_day": 472,
"age_approx": 70,
"anatom_site_general": "upper extremity",
"concomitant_biopsy": false,
"diagnosis_1": "Malignant",
"diagnosis_2": "Malignant melanocytic proliferations (Melanoma)",
"diagnosis_3": "Melanoma, NOS",
"diagnosis_confirm_type": "histopathology",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_4983236",
"melanocytic": true,
"patient_id": "IP_9153938",
"sex": "male"
}
{
"age_approx": 40,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"image_type": "dermoscopic",
"lesion_id": "IL_7131252",
"patient_id": "IP_9669483",
"sex": "female"
}
{
"acquisition_day": 700,
"age_approx": 60,
"anatom_site_general": "anterior torso",
"concomitant_biopsy": false,
"diagnosis_1": "Malignant",
"diagnosis_2": "Malignant melanocytic proliferations (Melanoma)",
"diagnosis_3": "Melanoma, NOS",
"diagnosis_confirm_type": "histopathology",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_6891525",
"melanocytic": true,
"patient_id": "IP_9111321",
"sex": "male"
}
{
"acquisition_day": 533,
"age_approx": 70,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_3150666",
"patient_id": "IP_8502723",
"sex": "male"
}
{
"acquisition_day": 591,
"age_approx": 25,
"anatom_site_general": "upper extremity",
"concomitant_biopsy": false,
"diagnosis_1": "Malignant",
"diagnosis_2": "Malignant melanocytic proliferations (Melanoma)",
"diagnosis_3": "Melanoma, NOS",
"diagnosis_confirm_type": "histopathology",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_0712044",
"melanocytic": true,
"patient_id": "IP_1921028",
"sex": "male"
}
{
"age_approx": 60,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": true,
"diagnosis_1": "Malignant",
"diagnosis_2": "Malignant melanocytic proliferations (Melanoma)",
"diagnosis_3": "Melanoma, NOS",
"diagnosis_confirm_type": "histopathology",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_3191578",
"melanocytic": true,
"patient_id": "IP_9111321",
"sex": "male"
}
{
"acquisition_day": 105,
"age_approx": 45,
"anatom_site_general": "anterior torso",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_8375226",
"patient_id": "IP_1590260",
"sex": "male"
}
{
"age_approx": 30,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": true,
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_4": "Nevus, NOS, Junctional",
"diagnosis_confirm_type": "histopathology",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_6581827",
"melanocytic": true,
"patient_id": "IP_5110222",
"sex": "male"
}
{
"age_approx": 80,
"anatom_site_general": "head/neck",
"concomitant_biopsy": true,
"diagnosis_1": "Malignant",
"diagnosis_2": "Malignant melanocytic proliferations (Melanoma)",
"diagnosis_3": "Melanoma in situ",
"diagnosis_4": "Melanoma in situ, Lentigo maligna type",
"diagnosis_confirm_type": "histopathology",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_9896977",
"melanocytic": true,
"patient_id": "IP_1665515",
"sex": "male"
}
{
"acquisition_day": 153,
"age_approx": 30,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"image_type": "dermoscopic",
"lesion_id": "IL_7153699",
"patient_id": "IP_1184509",
"sex": "female"
}
{
"age_approx": 35,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_1044784",
"patient_id": "IP_2006089",
"sex": "female"
}
{
"acquisition_day": 270,
"age_approx": 50,
"anatom_site_general": "anterior torso",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_7907879",
"patient_id": "IP_5577320",
"sex": "female"
}
{
"acquisition_day": 112,
"age_approx": 65,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_5519929",
"patient_id": "IP_6326286",
"sex": "female"
}
{
"age_approx": 30,
"anatom_site_general": "anterior torso",
"concomitant_biopsy": true,
"diagnosis_1": "Malignant",
"diagnosis_2": "Malignant melanocytic proliferations (Melanoma)",
"diagnosis_3": "Melanoma, NOS",
"diagnosis_confirm_type": "histopathology",
"fitzpatrick_skin_type": "I",
"image_type": "dermoscopic",
"lesion_id": "IL_7880183",
"melanocytic": true,
"patient_id": "IP_5399626",
"sex": "male"
}
{
"acquisition_day": 92,
"age_approx": 75,
"anatom_site_general": "head/neck",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_7842801",
"patient_id": "IP_7442038",
"sex": "male"
}
{
"acquisition_day": 104,
"age_approx": 30,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": false,
"diagnosis_1": "Malignant",
"diagnosis_2": "Malignant melanocytic proliferations (Melanoma)",
"diagnosis_3": "Melanoma, NOS",
"diagnosis_confirm_type": "histopathology",
"image_type": "dermoscopic",
"lesion_id": "IL_6647701",
"melanocytic": true,
"patient_id": "IP_9942136",
"sex": "male"
}
{
"acquisition_day": 731,
"age_approx": 50,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_1961798",
"patient_id": "IP_2793798",
"sex": "female"
}
{
"age_approx": 70,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": true,
"diagnosis_1": "Malignant",
"diagnosis_2": "Malignant melanocytic proliferations (Melanoma)",
"diagnosis_3": "Melanoma, NOS",
"diagnosis_confirm_type": "histopathology",
"fitzpatrick_skin_type": "I",
"image_type": "dermoscopic",
"lesion_id": "IL_8321232",
"melanocytic": true,
"patient_id": "IP_9952683",
"sex": "male"
}
{
"acquisition_day": 935,
"age_approx": 85,
"anatom_site_general": "upper extremity",
"concomitant_biopsy": false,
"diagnosis_1": "Malignant",
"diagnosis_2": "Malignant melanocytic proliferations (Melanoma)",
"diagnosis_3": "Melanoma, NOS",
"diagnosis_confirm_type": "histopathology",
"fitzpatrick_skin_type": "I",
"image_type": "dermoscopic",
"lesion_id": "IL_8698040",
"melanocytic": true,
"patient_id": "IP_3541322",
"sex": "male"
}
{
"age_approx": 75,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": true,
"diagnosis_1": "Malignant",
"diagnosis_2": "Malignant melanocytic proliferations (Melanoma)",
"diagnosis_3": "Melanoma, NOS",
"diagnosis_confirm_type": "histopathology",
"image_type": "dermoscopic",
"lesion_id": "IL_4295407",
"melanocytic": true,
"patient_id": "IP_1633296",
"sex": "male"
}
{
"age_approx": 60,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": true,
"diagnosis_1": "Malignant",
"diagnosis_2": "Malignant melanocytic proliferations (Melanoma)",
"diagnosis_3": "Melanoma, NOS",
"diagnosis_confirm_type": "histopathology",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_7031592",
"melanocytic": true,
"patient_id": "IP_9111321",
"sex": "male"
}
{
"acquisition_day": 917,
"age_approx": 70,
"anatom_site_general": "upper extremity",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_4285661",
"patient_id": "IP_6116226",
"sex": "male"
}
{
"acquisition_day": 182,
"age_approx": 60,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"image_type": "dermoscopic",
"lesion_id": "IL_1719890",
"patient_id": "IP_0274810",
"sex": "male"
}
{
"age_approx": 65,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": true,
"diagnosis_1": "Malignant",
"diagnosis_2": "Malignant melanocytic proliferations (Melanoma)",
"diagnosis_3": "Melanoma, NOS",
"diagnosis_confirm_type": "histopathology",
"image_type": "dermoscopic",
"lesion_id": "IL_1185176",
"melanocytic": true,
"patient_id": "IP_2430100",
"sex": "female"
}
