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
-
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": 366,
"age_approx": 55,
"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_9905737",
"melanocytic": true,
"patient_id": "IP_4023055",
"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_6378646",
"melanocytic": true,
"patient_id": "IP_1477087",
"sex": "female"
}
{
"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_7527777",
"melanocytic": true,
"patient_id": "IP_8049735",
"sex": "male"
}
{
"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_7777708",
"melanocytic": true,
"patient_id": "IP_8547782",
"sex": "male"
}
{
"acquisition_day": 396,
"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_3059475",
"melanocytic": true,
"patient_id": "IP_9045497",
"sex": "male"
}
{
"acquisition_day": 366,
"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_3908056",
"melanocytic": true,
"patient_id": "IP_6949859",
"sex": "male"
}
{
"age_approx": 55,
"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_8602640",
"melanocytic": true,
"patient_id": "IP_7743081",
"sex": "female"
}
{
"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_7027584",
"melanocytic": true,
"patient_id": "IP_2238880",
"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_5076685",
"melanocytic": true,
"patient_id": "IP_1172238",
"sex": "female"
}
{
"age_approx": 50,
"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_9077675",
"melanocytic": true,
"patient_id": "IP_1273286",
"sex": "male"
}
{
"age_approx": 35,
"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_5756849",
"melanocytic": true,
"patient_id": "IP_0085460",
"sex": "female"
}
{
"acquisition_day": 366,
"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_4813057",
"melanocytic": true,
"patient_id": "IP_5776149",
"sex": "female"
}
{
"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_8109676",
"melanocytic": true,
"patient_id": "IP_6367015",
"sex": "female"
}
{
"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_5930037",
"melanocytic": true,
"patient_id": "IP_3141271",
"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_2329566",
"melanocytic": true,
"patient_id": "IP_0079464",
"sex": "male"
}
{
"age_approx": 55,
"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_7496105",
"melanocytic": true,
"patient_id": "IP_6889268",
"sex": "male"
}
{
"acquisition_day": 396,
"age_approx": 55,
"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_7420867",
"melanocytic": true,
"patient_id": "IP_0358262",
"sex": "male"
}
{
"acquisition_day": 366,
"age_approx": 60,
"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_8172059",
"melanocytic": true,
"patient_id": "IP_6892288",
"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_9566818",
"melanocytic": true,
"patient_id": "IP_0085460",
"sex": "female"
}
{
"age_approx": 65,
"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_3529200",
"melanocytic": true,
"patient_id": "IP_9806578",
"sex": "male"
}
{
"acquisition_day": 366,
"age_approx": 70,
"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_0973502",
"melanocytic": true,
"patient_id": "IP_1165806",
"sex": "male"
}
{
"acquisition_day": 183,
"age_approx": 50,
"concomitant_biopsy": true,
"dermoscopic_type": "contact polarized",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "histopathology",
"image_type": "dermoscopic",
"lesion_id": "IL_1030926",
"melanocytic": true,
"patient_id": "IP_5820702",
"sex": "male"
}
{
"age_approx": 60,
"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_5414725",
"melanocytic": true,
"patient_id": "IP_5940197",
"sex": "female"
}
{
"acquisition_day": 366,
"age_approx": 55,
"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_7486170",
"melanocytic": true,
"patient_id": "IP_1172238",
"sex": "female"
}
{
"age_approx": 65,
"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_3695854",
"melanocytic": true,
"patient_id": "IP_5176431",
"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_1434748",
"melanocytic": true,
"patient_id": "IP_6764319",
"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_3775468",
"melanocytic": true,
"patient_id": "IP_6096257",
"sex": "male"
}
{
"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_2429300",
"melanocytic": true,
"patient_id": "IP_2922983",
"sex": "female"
}
{
"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_3271876",
"melanocytic": true,
"patient_id": "IP_2506892",
"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_4305701",
"melanocytic": true,
"patient_id": "IP_0672967",
"sex": "female"
}
