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": 145,
"age_approx": 35,
"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_0577320",
"patient_id": "IP_8989787",
"sex": "male"
}
{
"acquisition_day": 830,
"age_approx": 35,
"anatom_site_general": "upper extremity",
"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_5893443",
"melanocytic": true,
"patient_id": "IP_8989787",
"sex": "male"
}
{
"acquisition_day": 145,
"age_approx": 35,
"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_5638841",
"patient_id": "IP_8989787",
"sex": "male"
}
{
"acquisition_day": 145,
"age_approx": 35,
"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_8225863",
"patient_id": "IP_8989787",
"sex": "male"
}
{
"acquisition_day": 736,
"age_approx": 35,
"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_9004919",
"melanocytic": true,
"patient_id": "IP_8989787",
"sex": "male"
}
{
"acquisition_day": 145,
"age_approx": 35,
"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_4739534",
"patient_id": "IP_8989787",
"sex": "male"
}
{
"acquisition_day": 162,
"age_approx": 35,
"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_9882091",
"patient_id": "IP_8989787",
"sex": "male"
}
{
"acquisition_day": 94,
"age_approx": 55,
"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_2763209",
"melanocytic": true,
"patient_id": "IP_5086592",
"sex": "male"
}
{
"acquisition_day": 1,
"age_approx": 55,
"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_6820649",
"melanocytic": true,
"patient_id": "IP_5086592",
"sex": "male"
}
{
"acquisition_day": 1,
"age_approx": 55,
"anatom_site_general": "anterior torso",
"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_1586493",
"melanocytic": true,
"patient_id": "IP_5086592",
"sex": "male"
}
{
"acquisition_day": 1,
"age_approx": 40,
"anatom_site_general": "palms/soles",
"anatom_site_special": "acral palms or soles",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "single image expert consensus",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_3762228",
"patient_id": "IP_8132023",
"sex": "female"
}
{
"acquisition_day": 395,
"age_approx": 45,
"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_1601055",
"patient_id": "IP_7590110",
"sex": "female"
}
{
"acquisition_day": 395,
"age_approx": 45,
"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_1995137",
"patient_id": "IP_7590110",
"sex": "female"
}
{
"acquisition_day": 395,
"age_approx": 45,
"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_8137331",
"patient_id": "IP_7590110",
"sex": "female"
}
{
"acquisition_day": 395,
"age_approx": 45,
"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_1995690",
"patient_id": "IP_7590110",
"sex": "female"
}
{
"acquisition_day": 589,
"age_approx": 30,
"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_2093084",
"patient_id": "IP_6814737",
"sex": "female"
}
{
"acquisition_day": 1417,
"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_6355167",
"patient_id": "IP_6512345",
"sex": "male"
}
{
"acquisition_day": 1417,
"age_approx": 65,
"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_9879988",
"patient_id": "IP_6512345",
"sex": "male"
}
{
"acquisition_day": 1,
"age_approx": 65,
"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_9216066",
"patient_id": "IP_6512345",
"sex": "male"
}
{
"acquisition_day": 1725,
"age_approx": 70,
"anatom_site_general": "anterior torso",
"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_5862399",
"melanocytic": true,
"patient_id": "IP_6512345",
"sex": "male"
}
{
"acquisition_day": 1543,
"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_1855244",
"patient_id": "IP_6512345",
"sex": "male"
}
{
"acquisition_day": 1417,
"age_approx": 65,
"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_3041928",
"patient_id": "IP_6512345",
"sex": "male"
}
{
"acquisition_day": 990,
"age_approx": 65,
"anatom_site_general": "head/neck",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "single image expert consensus",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_3288604",
"patient_id": "IP_6512345",
"sex": "male"
}
{
"acquisition_day": 1,
"age_approx": 55,
"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_5907662",
"patient_id": "IP_9027799",
"sex": "female"
}
{
"acquisition_day": 1,
"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_7435920",
"patient_id": "IP_9027799",
"sex": "female"
}
{
"acquisition_day": 1261,
"age_approx": 65,
"anatom_site_general": "head/neck",
"concomitant_biopsy": true,
"diagnosis_1": "Benign",
"diagnosis_2": "Benign epidermal proliferations",
"diagnosis_3": "Seborrheic keratosis",
"diagnosis_confirm_type": "histopathology",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_4173570",
"melanocytic": false,
"patient_id": "IP_2860540",
"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, NOS",
"diagnosis_confirm_type": "histopathology",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_8465436",
"melanocytic": true,
"patient_id": "IP_2860540",
"sex": "male"
}
{
"acquisition_day": 1830,
"age_approx": 65,
"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_4124792",
"patient_id": "IP_4154441",
"sex": "female"
}
{
"acquisition_day": 36,
"age_approx": 50,
"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_6419928",
"patient_id": "IP_5075533",
"sex": "female"
}
{
"acquisition_day": 36,
"age_approx": 50,
"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_9234243",
"patient_id": "IP_5075533",
"sex": "female"
}
