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": 661,
"age_approx": 45,
"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_6033717",
"patient_id": "IP_3057277",
"personal_hx_mm": false,
"sex": "male"
}
{
"acquisition_day": 661,
"age_approx": 45,
"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_0908579",
"patient_id": "IP_3057277",
"personal_hx_mm": false,
"sex": "male"
}
{
"acquisition_day": 661,
"age_approx": 45,
"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_4755517",
"patient_id": "IP_3057277",
"personal_hx_mm": false,
"sex": "male"
}
{
"acquisition_day": 661,
"age_approx": 45,
"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_3875044",
"patient_id": "IP_3057277",
"personal_hx_mm": false,
"sex": "male"
}
{
"acquisition_day": 661,
"age_approx": 45,
"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_9714033",
"patient_id": "IP_3057277",
"personal_hx_mm": false,
"sex": "male"
}
{
"acquisition_day": 661,
"age_approx": 45,
"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_0775306",
"patient_id": "IP_3057277",
"personal_hx_mm": false,
"sex": "male"
}
{
"acquisition_day": 1027,
"age_approx": 45,
"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_3412661",
"patient_id": "IP_3057277",
"personal_hx_mm": false,
"sex": "male"
}
{
"acquisition_day": 1462,
"age_approx": 35,
"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_8909626",
"patient_id": "IP_2047697",
"personal_hx_mm": false,
"sex": "female"
}
{
"acquisition_day": 908,
"age_approx": 65,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": true,
"dermoscopic_type": "contact non-polarized",
"diagnosis_1": "Malignant",
"diagnosis_2": "Malignant melanocytic proliferations (Melanoma)",
"diagnosis_3": "Melanoma in situ",
"diagnosis_4": "Melanoma in situ, Superficial spreading",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_0117335",
"patient_id": "IP_4130585",
"personal_hx_mm": false,
"sex": "female"
}
{
"acquisition_day": 380,
"age_approx": 70,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"image_type": "dermoscopic",
"lesion_id": "IL_6650095",
"patient_id": "IP_5295861",
"sex": "male"
}
{
"acquisition_day": 380,
"age_approx": 70,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"image_type": "dermoscopic",
"lesion_id": "IL_0214950",
"patient_id": "IP_5295861",
"sex": "male"
}
{
"acquisition_day": 982,
"age_approx": 45,
"anatom_site_general": "head/neck",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"image_type": "dermoscopic",
"lesion_id": "IL_9032593",
"patient_id": "IP_8988837",
"sex": "male"
}
{
"acquisition_day": 477,
"age_approx": 65,
"anatom_site_general": "anterior torso",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"image_type": "dermoscopic",
"lesion_id": "IL_4059800",
"patient_id": "IP_4130585",
"sex": "female"
}
{
"acquisition_day": 162,
"age_approx": 40,
"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_4511808",
"patient_id": "IP_0828404",
"personal_hx_mm": false,
"sex": "female"
}
{
"acquisition_day": 1483,
"age_approx": 55,
"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_7437641",
"patient_id": "IP_4382720",
"personal_hx_mm": true,
"sex": "female"
}
{
"acquisition_day": 1228,
"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_6567434",
"patient_id": "IP_4382720",
"personal_hx_mm": true,
"sex": "female"
}
{
"acquisition_day": 387,
"age_approx": 55,
"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_2070779",
"patient_id": "IP_4382720",
"personal_hx_mm": true,
"sex": "female"
}
{
"acquisition_day": 387,
"age_approx": 55,
"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_0509365",
"patient_id": "IP_4382720",
"personal_hx_mm": true,
"sex": "female"
}
{
"acquisition_day": 387,
"age_approx": 55,
"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_5345857",
"patient_id": "IP_4382720",
"personal_hx_mm": true,
"sex": "female"
}
{
"acquisition_day": 512,
"age_approx": 55,
"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_0575534",
"patient_id": "IP_4382720",
"personal_hx_mm": true,
"sex": "female"
}
{
"acquisition_day": 387,
"age_approx": 55,
"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_2462105",
"patient_id": "IP_4382720",
"personal_hx_mm": true,
"sex": "female"
}
{
"acquisition_day": 387,
"age_approx": 55,
"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_2851465",
"patient_id": "IP_4382720",
"personal_hx_mm": true,
"sex": "female"
}
{
"acquisition_day": 387,
"age_approx": 55,
"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_2412325",
"patient_id": "IP_4382720",
"personal_hx_mm": true,
"sex": "female"
}
{
"acquisition_day": 387,
"age_approx": 55,
"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_3048193",
"patient_id": "IP_4382720",
"personal_hx_mm": true,
"sex": "female"
}
{
"acquisition_day": 1483,
"age_approx": 55,
"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_6157556",
"patient_id": "IP_4382720",
"personal_hx_mm": true,
"sex": "female"
}
{
"acquisition_day": 266,
"age_approx": 70,
"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_6201106",
"patient_id": "IP_1564049",
"personal_hx_mm": true,
"sex": "female"
}
{
"acquisition_day": 129,
"age_approx": 70,
"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_4168096",
"patient_id": "IP_1564049",
"personal_hx_mm": true,
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 50,
"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_3759821",
"patient_id": "IP_1969685",
"personal_hx_mm": true,
"sex": "male"
}
{
"acquisition_day": 1,
"age_approx": 50,
"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_1253065",
"patient_id": "IP_1969685",
"personal_hx_mm": true,
"sex": "male"
}
{
"acquisition_day": 1,
"age_approx": 50,
"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_6716145",
"patient_id": "IP_1969685",
"personal_hx_mm": true,
"sex": "male"
}
