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
{
"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_8306450",
"melanocytic": true,
"patient_id": "IP_9111321",
"sex": "male"
}
{
"acquisition_day": 718,
"age_approx": 50,
"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_8570260",
"patient_id": "IP_7456813",
"sex": "female"
}
{
"acquisition_day": 281,
"age_approx": 45,
"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_1901056",
"patient_id": "IP_4268080",
"sex": "female"
}
{
"acquisition_day": 253,
"age_approx": 80,
"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_5565778",
"melanocytic": true,
"patient_id": "IP_6533286",
"sex": "male"
}
{
"acquisition_day": 190,
"age_approx": 75,
"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_1057115",
"patient_id": "IP_7243781",
"sex": "male"
}
{
"acquisition_day": 191,
"age_approx": 40,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"fitzpatrick_skin_type": "I",
"image_type": "dermoscopic",
"lesion_id": "IL_0886232",
"patient_id": "IP_0161742",
"sex": "female"
}
{
"age_approx": 50,
"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",
"image_type": "dermoscopic",
"lesion_id": "IL_9116998",
"melanocytic": true,
"patient_id": "IP_3293337",
"sex": "male"
}
{
"age_approx": 80,
"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_3020378",
"melanocytic": true,
"patient_id": "IP_4211276",
"sex": "female"
}
{
"acquisition_day": 147,
"age_approx": 60,
"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_7800023",
"patient_id": "IP_2819825",
"sex": "male"
}
{
"acquisition_day": 555,
"age_approx": 40,
"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_6707345",
"patient_id": "IP_7625285",
"sex": "female"
}
{
"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_2685936",
"melanocytic": true,
"patient_id": "IP_0725027",
"sex": "male"
}
{
"age_approx": 85,
"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",
"image_type": "dermoscopic",
"lesion_id": "IL_7911015",
"melanocytic": true,
"patient_id": "IP_9746668",
"sex": "female"
}
{
"acquisition_day": 166,
"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": "III",
"image_type": "dermoscopic",
"lesion_id": "IL_1881875",
"patient_id": "IP_0147446",
"sex": "male"
}
{
"age_approx": 50,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": true,
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_4": "Nevus, NOS, Compound",
"diagnosis_confirm_type": "histopathology",
"image_type": "dermoscopic",
"lesion_id": "IL_7888282",
"melanocytic": true,
"patient_id": "IP_3293337",
"sex": "male"
}
{
"acquisition_day": 179,
"age_approx": 35,
"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_7323104",
"patient_id": "IP_8280582",
"sex": "female"
}
{
"acquisition_day": 1548,
"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_6971307",
"patient_id": "IP_4454844",
"sex": "female"
}
{
"acquisition_day": 1019,
"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_1953151",
"patient_id": "IP_9013996",
"sex": "female"
}
{
"acquisition_day": 554,
"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_9231015",
"patient_id": "IP_2152204",
"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": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_0312317",
"melanocytic": true,
"patient_id": "IP_5874294",
"sex": "male"
}
{
"acquisition_day": 1347,
"age_approx": 45,
"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_9303473",
"patient_id": "IP_1859257",
"sex": "male"
}
{
"acquisition_day": 100,
"age_approx": 15,
"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_1089911",
"patient_id": "IP_1230004",
"sex": "male"
}
{
"acquisition_day": 1572,
"age_approx": 70,
"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_6612836",
"patient_id": "IP_1066187",
"sex": "male"
}
{
"acquisition_day": 485,
"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_7159849",
"patient_id": "IP_9438247",
"sex": "female"
}
{
"age_approx": 65,
"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": "III",
"image_type": "dermoscopic",
"lesion_id": "IL_0694611",
"melanocytic": true,
"patient_id": "IP_4617831",
"sex": "male"
}
{
"age_approx": 60,
"anatom_site_general": "upper extremity",
"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_3916616",
"melanocytic": true,
"patient_id": "IP_8687520",
"sex": "male"
}
{
"age_approx": 70,
"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_0359345",
"melanocytic": true,
"patient_id": "IP_5831170",
"sex": "male"
}
{
"acquisition_day": 554,
"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_9784486",
"patient_id": "IP_0197769",
"sex": "male"
}
{
"acquisition_day": 1310,
"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_9129409",
"patient_id": "IP_5548623",
"sex": "male"
}
{
"age_approx": 55,
"anatom_site_general": "lower extremity",
"anatom_site_special": "acral NOS",
"concomitant_biopsy": true,
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "histopathology",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_4485812",
"melanocytic": true,
"patient_id": "IP_4321822",
"sex": "male"
}
{
"age_approx": 55,
"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_9140047",
"melanocytic": true,
"patient_id": "IP_1728609",
"sex": "male"
}
