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": 153,
"age_approx": 45,
"concomitant_biopsy": false,
"dermoscopic_type": "contact polarized",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "serial imaging showing no change",
"image_type": "dermoscopic",
"lesion_id": "IL_7273287",
"melanocytic": true,
"patient_id": "IP_4032184",
"sex": "male"
}
{
"age_approx": 30,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": false,
"dermoscopic_type": "contact polarized",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "serial imaging showing no change",
"image_type": "dermoscopic",
"lesion_id": "IL_6414011",
"melanocytic": true,
"patient_id": "IP_1051664",
"sex": "male"
}
{
"acquisition_day": 366,
"age_approx": 45,
"anatom_site_general": "upper extremity",
"concomitant_biopsy": false,
"dermoscopic_type": "contact polarized",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "serial imaging showing no change",
"image_type": "dermoscopic",
"lesion_id": "IL_0363461",
"melanocytic": true,
"patient_id": "IP_3776544",
"sex": "male"
}
{
"acquisition_day": 366,
"age_approx": 25,
"concomitant_biopsy": false,
"dermoscopic_type": "contact polarized",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "serial imaging showing no change",
"image_type": "dermoscopic",
"lesion_id": "IL_5814217",
"melanocytic": true,
"patient_id": "IP_5698400",
"sex": "female"
}
{
"acquisition_day": 213,
"age_approx": 35,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": false,
"dermoscopic_type": "contact polarized",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "serial imaging showing no change",
"image_type": "dermoscopic",
"lesion_id": "IL_0857631",
"melanocytic": true,
"patient_id": "IP_7743248",
"sex": "female"
}
{
"acquisition_day": 366,
"age_approx": 50,
"concomitant_biopsy": false,
"dermoscopic_type": "contact polarized",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "serial imaging showing no change",
"image_type": "dermoscopic",
"lesion_id": "IL_4494012",
"melanocytic": true,
"patient_id": "IP_2316840",
"sex": "male"
}
{
"acquisition_day": 61,
"age_approx": 45,
"anatom_site_general": "upper extremity",
"concomitant_biopsy": true,
"dermoscopic_type": "contact polarized",
"diagnosis_1": "Malignant",
"diagnosis_2": "Malignant melanocytic proliferations (Melanoma)",
"diagnosis_3": "Melanoma in situ",
"diagnosis_confirm_type": "histopathology",
"image_type": "dermoscopic",
"lesion_id": "IL_1064469",
"melanocytic": true,
"patient_id": "IP_8094083",
"sex": "male"
}
{
"age_approx": 70,
"concomitant_biopsy": false,
"dermoscopic_type": "contact polarized",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "serial imaging showing no change",
"image_type": "dermoscopic",
"lesion_id": "IL_3255225",
"melanocytic": true,
"patient_id": "IP_1723924",
"sex": "female"
}
{
"age_approx": 75,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": false,
"dermoscopic_type": "contact polarized",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "serial imaging showing no change",
"image_type": "dermoscopic",
"lesion_id": "IL_1655875",
"melanocytic": true,
"patient_id": "IP_8683055",
"sex": "male"
}
{
"acquisition_day": 366,
"age_approx": 75,
"concomitant_biopsy": false,
"dermoscopic_type": "contact polarized",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "serial imaging showing no change",
"image_type": "dermoscopic",
"lesion_id": "IL_0941536",
"melanocytic": true,
"patient_id": "IP_9189624",
"sex": "male"
}
{
"acquisition_day": 487,
"age_approx": 80,
"concomitant_biopsy": true,
"dermoscopic_type": "contact polarized",
"diagnosis_1": "Malignant",
"diagnosis_2": "Malignant melanocytic proliferations (Melanoma)",
"diagnosis_3": "Melanoma in situ",
"diagnosis_confirm_type": "histopathology",
"image_type": "dermoscopic",
"lesion_id": "IL_6397990",
"melanocytic": true,
"patient_id": "IP_3293726",
"sex": "male"
}
{
"age_approx": 30,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": false,
"dermoscopic_type": "contact polarized",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "serial imaging showing no change",
"image_type": "dermoscopic",
"lesion_id": "IL_2094610",
"melanocytic": true,
"patient_id": "IP_1051664",
"sex": "male"
}
{
"acquisition_day": 366,
"age_approx": 40,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": false,
"dermoscopic_type": "contact polarized",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "serial imaging showing no change",
"image_type": "dermoscopic",
"lesion_id": "IL_2756246",
"melanocytic": true,
"patient_id": "IP_3776544",
"sex": "male"
}
{
"age_approx": 50,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": false,
"dermoscopic_type": "contact polarized",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "serial imaging showing no change",
"image_type": "dermoscopic",
"lesion_id": "IL_6850051",
"melanocytic": true,
"patient_id": "IP_7911457",
"sex": "female"
}
{
"age_approx": 30,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": false,
"dermoscopic_type": "contact polarized",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "serial imaging showing no change",
"image_type": "dermoscopic",
"lesion_id": "IL_7386473",
"melanocytic": true,
"patient_id": "IP_6940325",
"sex": "female"
}
{
"acquisition_day": 487,
"age_approx": 80,
"concomitant_biopsy": false,
"dermoscopic_type": "contact polarized",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "serial imaging showing no change",
"image_type": "dermoscopic",
"lesion_id": "IL_5283127",
"melanocytic": true,
"patient_id": "IP_3293726",
"sex": "male"
}
{
"acquisition_day": 396,
"age_approx": 50,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": false,
"dermoscopic_type": "contact polarized",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "serial imaging showing no change",
"image_type": "dermoscopic",
"lesion_id": "IL_1792399",
"melanocytic": true,
"patient_id": "IP_0738123",
"sex": "female"
}
{
"age_approx": 30,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": true,
"dermoscopic_type": "contact polarized",
"diagnosis_1": "Malignant",
"diagnosis_2": "Malignant melanocytic proliferations (Melanoma)",
"diagnosis_3": "Melanoma in situ",
"diagnosis_confirm_type": "histopathology",
"image_type": "dermoscopic",
"lesion_id": "IL_2465494",
"melanocytic": true,
"patient_id": "IP_6931421",
"sex": "male"
}
{
"age_approx": 50,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": false,
"dermoscopic_type": "contact polarized",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "serial imaging showing no change",
"image_type": "dermoscopic",
"lesion_id": "IL_7410341",
"melanocytic": true,
"patient_id": "IP_7674640",
"sex": "female"
}
{
"acquisition_day": 366,
"age_approx": 45,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": false,
"dermoscopic_type": "contact polarized",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "serial imaging showing no change",
"image_type": "dermoscopic",
"lesion_id": "IL_4995187",
"melanocytic": true,
"patient_id": "IP_3878510",
"sex": "female"
}
{
"age_approx": 50,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": false,
"dermoscopic_type": "contact polarized",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "serial imaging showing no change",
"image_type": "dermoscopic",
"lesion_id": "IL_0027681",
"melanocytic": true,
"patient_id": "IP_5177184",
"sex": "female"
}
{
"age_approx": 25,
"concomitant_biopsy": false,
"dermoscopic_type": "contact polarized",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "serial imaging showing no change",
"image_type": "dermoscopic",
"lesion_id": "IL_8362779",
"melanocytic": true,
"patient_id": "IP_4522475",
"sex": "male"
}
{
"age_approx": 40,
"concomitant_biopsy": false,
"dermoscopic_type": "contact polarized",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "serial imaging showing no change",
"image_type": "dermoscopic",
"lesion_id": "IL_5832525",
"melanocytic": true,
"patient_id": "IP_5489178",
"sex": "female"
}
{
"acquisition_day": 335,
"age_approx": 50,
"concomitant_biopsy": false,
"dermoscopic_type": "contact polarized",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "serial imaging showing no change",
"image_type": "dermoscopic",
"lesion_id": "IL_6322297",
"melanocytic": true,
"patient_id": "IP_3128221",
"sex": "male"
}
{
"acquisition_day": 366,
"age_approx": 45,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": false,
"dermoscopic_type": "contact polarized",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "serial imaging showing no change",
"image_type": "dermoscopic",
"lesion_id": "IL_9883003",
"melanocytic": true,
"patient_id": "IP_9373614",
"sex": "female"
}
{
"acquisition_day": 366,
"age_approx": 40,
"anatom_site_general": "upper extremity",
"concomitant_biopsy": false,
"dermoscopic_type": "contact polarized",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "serial imaging showing no change",
"image_type": "dermoscopic",
"lesion_id": "IL_7787349",
"melanocytic": true,
"patient_id": "IP_7979366",
"sex": "male"
}
{
"age_approx": 50,
"concomitant_biopsy": false,
"dermoscopic_type": "contact polarized",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "serial imaging showing no change",
"image_type": "dermoscopic",
"lesion_id": "IL_1826536",
"melanocytic": true,
"patient_id": "IP_2932439",
"sex": "female"
}
{
"age_approx": 55,
"concomitant_biopsy": false,
"dermoscopic_type": "contact polarized",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "serial imaging showing no change",
"image_type": "dermoscopic",
"lesion_id": "IL_6652355",
"melanocytic": true,
"patient_id": "IP_8691359",
"sex": "male"
}
{
"age_approx": 40,
"anatom_site_general": "upper extremity",
"concomitant_biopsy": false,
"dermoscopic_type": "contact polarized",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "serial imaging showing no change",
"image_type": "dermoscopic",
"lesion_id": "IL_3520234",
"melanocytic": true,
"patient_id": "IP_3422736",
"sex": "female"
}
{
"acquisition_day": 366,
"age_approx": 45,
"concomitant_biopsy": false,
"dermoscopic_type": "contact polarized",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "serial imaging showing no change",
"image_type": "dermoscopic",
"lesion_id": "IL_7580725",
"melanocytic": true,
"patient_id": "IP_4638162",
"sex": "male"
}
