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": 1802,
"age_approx": 45,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": true,
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "histopathology",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_4044881",
"melanocytic": true,
"patient_id": "IP_8091497",
"sex": "male"
}
{
"acquisition_day": 1949,
"age_approx": 45,
"anatom_site_general": "anterior torso",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "single image expert consensus",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_6756399",
"patient_id": "IP_8091497",
"sex": "male"
}
{
"acquisition_day": 416,
"age_approx": 40,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "single image expert consensus",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_4368359",
"patient_id": "IP_8091497",
"sex": "male"
}
{
"acquisition_day": 324,
"age_approx": 25,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": true,
"diagnosis_1": "Malignant",
"diagnosis_2": "Malignant melanocytic proliferations (Melanoma)",
"diagnosis_3": "Melanoma in situ",
"diagnosis_confirm_type": "histopathology",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_0726864",
"melanocytic": true,
"patient_id": "IP_4137989",
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 25,
"anatom_site_general": "anterior torso",
"concomitant_biopsy": true,
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "histopathology",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_6254640",
"melanocytic": true,
"patient_id": "IP_4137989",
"sex": "female"
}
{
"acquisition_day": 1425,
"age_approx": 30,
"anatom_site_general": "anterior torso",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "single image expert consensus",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_9798296",
"patient_id": "IP_4137989",
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 60,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": true,
"diagnosis_1": "Malignant",
"diagnosis_2": "Malignant melanocytic proliferations (Melanoma)",
"diagnosis_3": "Melanoma Invasive",
"diagnosis_confirm_type": "histopathology",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_5776897",
"melanocytic": true,
"patient_id": "IP_3454417",
"sex": "male"
}
{
"acquisition_day": 118,
"age_approx": 65,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "single image expert consensus",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_9225916",
"patient_id": "IP_9175987",
"sex": "male"
}
{
"acquisition_day": 1,
"age_approx": 65,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": true,
"diagnosis_1": "Malignant",
"diagnosis_2": "Malignant melanocytic proliferations (Melanoma)",
"diagnosis_3": "Melanoma Invasive",
"diagnosis_confirm_type": "histopathology",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_6293444",
"melanocytic": true,
"patient_id": "IP_9175987",
"sex": "male"
}
{
"acquisition_day": 1,
"age_approx": 65,
"anatom_site_general": "anterior torso",
"concomitant_biopsy": true,
"diagnosis_1": "Malignant",
"diagnosis_2": "Malignant melanocytic proliferations (Melanoma)",
"diagnosis_3": "Melanoma Invasive",
"diagnosis_confirm_type": "histopathology",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_1205250",
"melanocytic": true,
"patient_id": "IP_9175987",
"sex": "male"
}
{
"acquisition_day": 1,
"age_approx": 65,
"anatom_site_general": "head/neck",
"concomitant_biopsy": true,
"diagnosis_1": "Malignant",
"diagnosis_2": "Malignant melanocytic proliferations (Melanoma)",
"diagnosis_3": "Melanoma in situ",
"diagnosis_confirm_type": "histopathology",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_6022797",
"melanocytic": true,
"patient_id": "IP_9175987",
"sex": "male"
}
{
"acquisition_day": 411,
"age_approx": 30,
"anatom_site_general": "anterior torso",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "single image expert consensus",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_4921458",
"patient_id": "IP_6808872",
"sex": "male"
}
{
"acquisition_day": 411,
"age_approx": 30,
"anatom_site_general": "upper extremity",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "single image expert consensus",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_7914604",
"patient_id": "IP_6808872",
"sex": "male"
}
{
"acquisition_day": 411,
"age_approx": 30,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "single image expert consensus",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_6923333",
"patient_id": "IP_6808872",
"sex": "male"
}
{
"acquisition_day": 36,
"age_approx": 70,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "single image expert consensus",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_9608863",
"patient_id": "IP_8940163",
"sex": "male"
}
{
"acquisition_day": 1,
"age_approx": 70,
"anatom_site_general": "head/neck",
"concomitant_biopsy": true,
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "histopathology",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_0222545",
"melanocytic": true,
"patient_id": "IP_8940163",
"sex": "male"
}
{
"acquisition_day": 36,
"age_approx": 70,
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "single image expert consensus",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_1710459",
"patient_id": "IP_8940163",
"sex": "male"
}
{
"acquisition_day": 36,
"age_approx": 70,
"anatom_site_general": "upper extremity",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "single image expert consensus",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_9490865",
"patient_id": "IP_8940163",
"sex": "male"
}
{
"acquisition_day": 36,
"age_approx": 70,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "single image expert consensus",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_8124926",
"patient_id": "IP_8940163",
"sex": "male"
}
{
"acquisition_day": 918,
"age_approx": 65,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "single image expert consensus",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_9001277",
"patient_id": "IP_3232631",
"sex": "female"
}
{
"acquisition_day": 918,
"age_approx": 65,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "single image expert consensus",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_8383481",
"patient_id": "IP_3232631",
"sex": "female"
}
{
"acquisition_day": 918,
"age_approx": 65,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": true,
"diagnosis_1": "Malignant",
"diagnosis_2": "Malignant melanocytic proliferations (Melanoma)",
"diagnosis_3": "Melanoma in situ",
"diagnosis_confirm_type": "histopathology",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_3206110",
"melanocytic": true,
"patient_id": "IP_3232631",
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 70,
"anatom_site_general": "anterior torso",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "single image expert consensus",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_2148077",
"patient_id": "IP_0306499",
"sex": "male"
}
{
"acquisition_day": 1,
"age_approx": 70,
"anatom_site_general": "anterior torso",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "single image expert consensus",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_3901182",
"patient_id": "IP_0306499",
"sex": "male"
}
{
"acquisition_day": 1,
"age_approx": 70,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "single image expert consensus",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_1194297",
"patient_id": "IP_0306499",
"sex": "male"
}
{
"acquisition_day": 1,
"age_approx": 70,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "single image expert consensus",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_8524847",
"patient_id": "IP_0306499",
"sex": "male"
}
{
"acquisition_day": 1,
"age_approx": 70,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "single image expert consensus",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_2538895",
"patient_id": "IP_0306499",
"sex": "male"
}
{
"acquisition_day": 1,
"age_approx": 70,
"anatom_site_general": "head/neck",
"concomitant_biopsy": true,
"diagnosis_1": "Malignant",
"diagnosis_2": "Malignant melanocytic proliferations (Melanoma)",
"diagnosis_3": "Melanoma in situ",
"diagnosis_confirm_type": "histopathology",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_9620223",
"melanocytic": true,
"patient_id": "IP_8661408",
"sex": "male"
}
{
"acquisition_day": 1032,
"age_approx": 55,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "single image expert consensus",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_2390029",
"patient_id": "IP_7341133",
"sex": "female"
}
{
"acquisition_day": 1032,
"age_approx": 55,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "single image expert consensus",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_6969933",
"patient_id": "IP_7341133",
"sex": "female"
}
