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": 1462,
"age_approx": 55,
"anatom_site_general": "anterior torso",
"concomitant_biopsy": true,
"dermoscopic_type": "contact non-polarized",
"diagnosis_1": "Malignant",
"diagnosis_2": "Malignant melanocytic proliferations (Melanoma)",
"diagnosis_3": "Melanoma in situ",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_1066532",
"patient_id": "IP_7735373",
"personal_hx_mm": false,
"sex": "male"
}
{
"acquisition_day": 345,
"age_approx": 50,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": false,
"dermoscopic_type": "contact non-polarized",
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_6456127",
"patient_id": "IP_1962690",
"personal_hx_mm": true,
"sex": "female"
}
{
"acquisition_day": 345,
"age_approx": 50,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": false,
"dermoscopic_type": "contact non-polarized",
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_9262163",
"patient_id": "IP_1962690",
"personal_hx_mm": true,
"sex": "female"
}
{
"acquisition_day": 345,
"age_approx": 50,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": false,
"dermoscopic_type": "contact non-polarized",
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_8516727",
"patient_id": "IP_1962690",
"personal_hx_mm": true,
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 50,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": false,
"dermoscopic_type": "contact non-polarized",
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_3756106",
"patient_id": "IP_1962690",
"personal_hx_mm": true,
"sex": "female"
}
{
"acquisition_day": 345,
"age_approx": 50,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": false,
"dermoscopic_type": "contact non-polarized",
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_8767355",
"patient_id": "IP_1962690",
"personal_hx_mm": true,
"sex": "female"
}
{
"acquisition_day": 345,
"age_approx": 50,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": false,
"dermoscopic_type": "contact non-polarized",
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_8025178",
"patient_id": "IP_1962690",
"personal_hx_mm": true,
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 50,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": false,
"dermoscopic_type": "contact non-polarized",
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_2543241",
"patient_id": "IP_1962690",
"personal_hx_mm": true,
"sex": "female"
}
{
"acquisition_day": 701,
"age_approx": 65,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": false,
"dermoscopic_type": "contact non-polarized",
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_8954891",
"patient_id": "IP_0097257",
"personal_hx_mm": false,
"sex": "female"
}
{
"acquisition_day": 805,
"age_approx": 65,
"anatom_site_general": "upper extremity",
"concomitant_biopsy": false,
"dermoscopic_type": "contact non-polarized",
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_1969163",
"patient_id": "IP_1583136",
"personal_hx_mm": false,
"sex": "female"
}
{
"acquisition_day": 1536,
"age_approx": 65,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": false,
"dermoscopic_type": "contact non-polarized",
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_7297571",
"patient_id": "IP_1583136",
"personal_hx_mm": false,
"sex": "female"
}
{
"acquisition_day": 805,
"age_approx": 65,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": false,
"dermoscopic_type": "contact non-polarized",
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_2509032",
"patient_id": "IP_1583136",
"personal_hx_mm": false,
"sex": "female"
}
{
"acquisition_day": 805,
"age_approx": 65,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": false,
"dermoscopic_type": "contact non-polarized",
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_9112136",
"patient_id": "IP_1583136",
"personal_hx_mm": false,
"sex": "female"
}
{
"acquisition_day": 1462,
"age_approx": 60,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": false,
"dermoscopic_type": "contact non-polarized",
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_4379523",
"patient_id": "IP_1583136",
"personal_hx_mm": false,
"sex": "female"
}
{
"acquisition_day": 337,
"age_approx": 60,
"anatom_site_general": "anterior torso",
"concomitant_biopsy": false,
"dermoscopic_type": "contact non-polarized",
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_5662382",
"patient_id": "IP_7021484",
"personal_hx_mm": false,
"sex": "male"
}
{
"acquisition_day": 911,
"age_approx": 60,
"anatom_site_general": "head/neck",
"concomitant_biopsy": false,
"dermoscopic_type": "contact non-polarized",
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_7203516",
"patient_id": "IP_7021484",
"personal_hx_mm": false,
"sex": "male"
}
{
"acquisition_day": 911,
"age_approx": 60,
"anatom_site_general": "head/neck",
"concomitant_biopsy": false,
"dermoscopic_type": "contact non-polarized",
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_9254640",
"patient_id": "IP_7021484",
"personal_hx_mm": false,
"sex": "male"
}
{
"acquisition_day": 521,
"age_approx": 30,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": false,
"dermoscopic_type": "contact non-polarized",
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_2321299",
"patient_id": "IP_5304634",
"personal_hx_mm": false,
"sex": "female"
}
{
"acquisition_day": 521,
"age_approx": 30,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": false,
"dermoscopic_type": "contact non-polarized",
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_7383831",
"patient_id": "IP_5304634",
"personal_hx_mm": false,
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 45,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": false,
"dermoscopic_type": "contact non-polarized",
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_0521909",
"patient_id": "IP_1153670",
"personal_hx_mm": false,
"sex": "male"
}
{
"acquisition_day": 1987,
"age_approx": 45,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": false,
"dermoscopic_type": "contact non-polarized",
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_1643736",
"patient_id": "IP_1153670",
"personal_hx_mm": false,
"sex": "male"
}
{
"acquisition_day": 1928,
"age_approx": 50,
"anatom_site_general": "head/neck",
"concomitant_biopsy": false,
"dermoscopic_type": "contact non-polarized",
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_0117117",
"patient_id": "IP_1153670",
"personal_hx_mm": false,
"sex": "male"
}
{
"acquisition_day": 2082,
"age_approx": 50,
"anatom_site_general": "upper extremity",
"concomitant_biopsy": false,
"dermoscopic_type": "contact non-polarized",
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_1719474",
"patient_id": "IP_1153670",
"personal_hx_mm": false,
"sex": "male"
}
{
"acquisition_day": 1,
"age_approx": 60,
"anatom_site_general": "anterior torso",
"concomitant_biopsy": false,
"dermoscopic_type": "contact non-polarized",
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_8364914",
"patient_id": "IP_3434100",
"personal_hx_mm": false,
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 60,
"anatom_site_general": "upper extremity",
"concomitant_biopsy": false,
"dermoscopic_type": "contact non-polarized",
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_1258250",
"patient_id": "IP_3434100",
"personal_hx_mm": false,
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 60,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": false,
"dermoscopic_type": "contact non-polarized",
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_2258795",
"patient_id": "IP_3434100",
"personal_hx_mm": false,
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 60,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": false,
"dermoscopic_type": "contact non-polarized",
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_8756098",
"patient_id": "IP_3434100",
"personal_hx_mm": false,
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 65,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": false,
"dermoscopic_type": "contact non-polarized",
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"family_hx_mm": true,
"image_type": "dermoscopic",
"lesion_id": "IL_7090209",
"patient_id": "IP_6071452",
"personal_hx_mm": true,
"sex": "male"
}
{
"acquisition_day": 1828,
"age_approx": 65,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": false,
"dermoscopic_type": "contact non-polarized",
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"family_hx_mm": true,
"image_type": "dermoscopic",
"lesion_id": "IL_9574155",
"patient_id": "IP_6071452",
"personal_hx_mm": true,
"sex": "male"
}
{
"acquisition_day": 1,
"age_approx": 65,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": false,
"dermoscopic_type": "contact non-polarized",
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"family_hx_mm": true,
"image_type": "dermoscopic",
"lesion_id": "IL_2563526",
"patient_id": "IP_6071452",
"personal_hx_mm": true,
"sex": "male"
}
