ISIC Balanced
Share "ISIC Balanced" with others:
- Name: ISIC Balanced
- Number of images: 9,810
- Number of specified lesions: 6,558
- Number of specified patients: 1,513
-
Attribution:
View
- : ()
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": 133,
"age_approx": 30,
"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_2465898",
"patient_id": "IP_0989858",
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 50,
"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_1534927",
"patient_id": "IP_7775567",
"sex": "male"
}
{
"acquisition_day": 1,
"age_approx": 50,
"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_5827483",
"patient_id": "IP_7775567",
"sex": "male"
}
{
"acquisition_day": 414,
"age_approx": 70,
"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_4967378",
"patient_id": "IP_8526194",
"sex": "male"
}
{
"acquisition_day": 1,
"age_approx": 60,
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "single image expert consensus",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_3437793",
"patient_id": "IP_7817315",
"sex": "female"
}
{
"acquisition_day": 185,
"age_approx": 60,
"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_3046907",
"melanocytic": true,
"patient_id": "IP_7817315",
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 30,
"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_1838032",
"patient_id": "IP_9438537",
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 30,
"anatom_site_general": "head/neck",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "single image expert consensus",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_6501680",
"patient_id": "IP_9438537",
"sex": "female"
}
{
"acquisition_day": 1673,
"age_approx": 85,
"anatom_site_general": "posterior torso",
"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_7179117",
"melanocytic": true,
"patient_id": "IP_3863213",
"sex": "male"
}
{
"acquisition_day": 787,
"age_approx": 85,
"anatom_site_general": "head/neck",
"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_5551853",
"melanocytic": true,
"patient_id": "IP_2068150",
"sex": "male"
}
{
"acquisition_day": 501,
"age_approx": 30,
"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_5753369",
"patient_id": "IP_6098503",
"sex": "female"
}
{
"acquisition_day": 458,
"age_approx": 30,
"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_6487104",
"melanocytic": true,
"patient_id": "IP_6098503",
"sex": "female"
}
{
"acquisition_day": 501,
"age_approx": 30,
"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_2274229",
"patient_id": "IP_6098503",
"sex": "female"
}
{
"acquisition_day": 501,
"age_approx": 30,
"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_2575520",
"patient_id": "IP_6098503",
"sex": "female"
}
{
"acquisition_day": 501,
"age_approx": 30,
"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_1776739",
"patient_id": "IP_6098503",
"sex": "female"
}
{
"acquisition_day": 1443,
"age_approx": 50,
"anatom_site_general": "upper extremity",
"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_4852877",
"melanocytic": true,
"patient_id": "IP_8313778",
"sex": "male"
}
{
"acquisition_day": 1400,
"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_0368164",
"melanocytic": true,
"patient_id": "IP_8313778",
"sex": "male"
}
{
"acquisition_day": 496,
"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_3957447",
"patient_id": "IP_8313778",
"sex": "male"
}
{
"acquisition_day": 505,
"age_approx": 80,
"anatom_site_general": "palms/soles",
"anatom_site_special": "acral palms or soles",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "single image expert consensus",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_7543696",
"patient_id": "IP_8154616",
"sex": "female"
}
{
"acquisition_day": 505,
"age_approx": 80,
"anatom_site_general": "lower extremity",
"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_2600000",
"melanocytic": true,
"patient_id": "IP_8154616",
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 80,
"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_5856748",
"melanocytic": true,
"patient_id": "IP_8154616",
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 80,
"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_1419566",
"melanocytic": true,
"patient_id": "IP_8154616",
"sex": "female"
}
{
"acquisition_day": 1533,
"age_approx": 50,
"anatom_site_general": "upper extremity",
"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_7870569",
"melanocytic": true,
"patient_id": "IP_0135517",
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 50,
"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_8217403",
"patient_id": "IP_2426108",
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 50,
"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_7664466",
"patient_id": "IP_2426108",
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 50,
"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_6367417",
"patient_id": "IP_2426108",
"sex": "female"
}
{
"acquisition_day": 531,
"age_approx": 20,
"anatom_site_general": "head/neck",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "single image expert consensus",
"image_manipulation": "instrument only",
"image_type": "dermoscopic",
"lesion_id": "IL_1698292",
"patient_id": "IP_6228063",
"sex": "female"
}
{
"acquisition_day": 2,
"age_approx": 35,
"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_4683881",
"patient_id": "IP_8627268",
"sex": "female"
}
{
"acquisition_day": 2,
"age_approx": 35,
"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_1585242",
"patient_id": "IP_8627268",
"sex": "female"
}
{
"acquisition_day": 2,
"age_approx": 35,
"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_7279942",
"patient_id": "IP_8627268",
"sex": "female"
}
