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": 115,
"age_approx": 60,
"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_1787232",
"patient_id": "IP_7160012",
"sex": "male"
}
{
"acquisition_day": 115,
"age_approx": 60,
"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_5464233",
"patient_id": "IP_7160012",
"sex": "male"
}
{
"acquisition_day": 239,
"age_approx": 50,
"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_4534875",
"patient_id": "IP_3474679",
"sex": "female"
}
{
"acquisition_day": 239,
"age_approx": 50,
"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_0482598",
"patient_id": "IP_3474679",
"sex": "female"
}
{
"acquisition_day": 911,
"age_approx": 50,
"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_3361621",
"melanocytic": true,
"patient_id": "IP_0775515",
"sex": "male"
}
{
"acquisition_day": 1,
"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_7004367",
"patient_id": "IP_0775515",
"sex": "male"
}
{
"acquisition_day": 1,
"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_5616820",
"patient_id": "IP_0775515",
"sex": "male"
}
{
"acquisition_day": 1,
"age_approx": 30,
"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_1897039",
"melanocytic": true,
"patient_id": "IP_6960402",
"sex": "female"
}
{
"acquisition_day": 995,
"age_approx": 25,
"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_7867462",
"melanocytic": true,
"patient_id": "IP_8869881",
"sex": "female"
}
{
"acquisition_day": 799,
"age_approx": 25,
"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_9699112",
"patient_id": "IP_8869881",
"sex": "female"
}
{
"acquisition_day": 1534,
"age_approx": 40,
"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_4785003",
"patient_id": "IP_8491618",
"sex": "male"
}
{
"acquisition_day": 1534,
"age_approx": 40,
"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_8386753",
"patient_id": "IP_8491618",
"sex": "male"
}
{
"acquisition_day": 1534,
"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_4521461",
"patient_id": "IP_8491618",
"sex": "male"
}
{
"acquisition_day": 1534,
"age_approx": 40,
"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_9420666",
"patient_id": "IP_8491618",
"sex": "male"
}
{
"acquisition_day": 10,
"age_approx": 40,
"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_6130324",
"patient_id": "IP_8491618",
"sex": "male"
}
{
"acquisition_day": 1,
"age_approx": 55,
"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_1629588",
"melanocytic": true,
"patient_id": "IP_7447953",
"sex": "male"
}
{
"acquisition_day": 757,
"age_approx": 75,
"anatom_site_general": "lower extremity",
"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_0190545",
"melanocytic": false,
"patient_id": "IP_8027787",
"sex": "male"
}
{
"acquisition_day": 757,
"age_approx": 75,
"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_9260725",
"patient_id": "IP_8027787",
"sex": "male"
}
{
"acquisition_day": 757,
"age_approx": 75,
"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_9927499",
"patient_id": "IP_8027787",
"sex": "male"
}
{
"acquisition_day": 1471,
"age_approx": 75,
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "single image expert consensus",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_7362189",
"patient_id": "IP_8027787",
"sex": "male"
}
{
"acquisition_day": 1233,
"age_approx": 50,
"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_8326821",
"patient_id": "IP_3735763",
"sex": "male"
}
{
"acquisition_day": 1184,
"age_approx": 50,
"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_5388664",
"melanocytic": true,
"patient_id": "IP_3735763",
"sex": "male"
}
{
"acquisition_day": 155,
"age_approx": 25,
"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_9904874",
"melanocytic": true,
"patient_id": "IP_6868151",
"sex": "male"
}
{
"acquisition_day": 618,
"age_approx": 25,
"anatom_site_general": "lateral 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_9985692",
"melanocytic": true,
"patient_id": "IP_6868151",
"sex": "male"
}
{
"acquisition_day": 1,
"age_approx": 25,
"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_9537237",
"melanocytic": true,
"patient_id": "IP_6868151",
"sex": "male"
}
{
"acquisition_day": 223,
"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",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_2391477",
"melanocytic": true,
"patient_id": "IP_2577172",
"sex": "female"
}
{
"acquisition_day": 54,
"age_approx": 40,
"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_6874589",
"patient_id": "IP_0963996",
"sex": "female"
}
{
"acquisition_day": 54,
"age_approx": 40,
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "single image expert consensus",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_4672422",
"patient_id": "IP_0963996",
"sex": "female"
}
{
"acquisition_day": 54,
"age_approx": 40,
"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_1276376",
"melanocytic": true,
"patient_id": "IP_0963996",
"sex": "female"
}
{
"acquisition_day": 54,
"age_approx": 40,
"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_7510830",
"patient_id": "IP_0963996",
"sex": "female"
}
