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
{
"age_approx": 55,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_2649814",
"patient_id": "IP_8439549",
"sex": "female"
}
{
"age_approx": 80,
"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_4481319",
"patient_id": "IP_1545708",
"sex": "female"
}
{
"age_approx": 80,
"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",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_9239444",
"melanocytic": true,
"patient_id": "IP_4211276",
"sex": "female"
}
{
"age_approx": 50,
"anatom_site_general": "upper extremity",
"concomitant_biopsy": true,
"diagnosis_1": "Malignant",
"diagnosis_2": "Malignant melanocytic proliferations (Melanoma)",
"diagnosis_3": "Melanoma, NOS",
"diagnosis_confirm_type": "histopathology",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_4402748",
"melanocytic": true,
"patient_id": "IP_3947094",
"sex": "male"
}
{
"age_approx": 30,
"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",
"fitzpatrick_skin_type": "I",
"image_type": "dermoscopic",
"lesion_id": "IL_6597050",
"melanocytic": true,
"patient_id": "IP_5399626",
"sex": "male"
}
{
"acquisition_day": 547,
"age_approx": 50,
"anatom_site_general": "anterior torso",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_1512048",
"patient_id": "IP_1514144",
"sex": "female"
}
{
"acquisition_day": 108,
"age_approx": 20,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_6449776",
"patient_id": "IP_1672936",
"sex": "female"
}
{
"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_type": "dermoscopic",
"lesion_id": "IL_2380354",
"melanocytic": true,
"patient_id": "IP_9736783",
"sex": "male"
}
{
"acquisition_day": 2053,
"age_approx": 75,
"anatom_site_general": "anterior torso",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_5116154",
"patient_id": "IP_8550051",
"sex": "female"
}
{
"acquisition_day": 1863,
"age_approx": 25,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_9534103",
"patient_id": "IP_4557431",
"sex": "male"
}
{
"age_approx": 60,
"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",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_4378252",
"melanocytic": true,
"patient_id": "IP_9111321",
"sex": "male"
}
{
"age_approx": 70,
"anatom_site_general": "head/neck",
"concomitant_biopsy": true,
"diagnosis_1": "Malignant",
"diagnosis_2": "Malignant melanocytic proliferations (Melanoma)",
"diagnosis_3": "Melanoma, NOS",
"diagnosis_confirm_type": "histopathology",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_4135784",
"melanocytic": true,
"patient_id": "IP_4611463",
"sex": "male"
}
{
"age_approx": 50,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_0144197",
"patient_id": "IP_1616295",
"sex": "male"
}
{
"age_approx": 55,
"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_type": "dermoscopic",
"lesion_id": "IL_5151963",
"melanocytic": true,
"patient_id": "IP_9788106",
"sex": "female"
}
{
"age_approx": 65,
"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_type": "dermoscopic",
"lesion_id": "IL_7953070",
"melanocytic": true,
"patient_id": "IP_7666205",
"sex": "male"
}
{
"acquisition_day": 917,
"age_approx": 70,
"anatom_site_general": "upper extremity",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_7454107",
"patient_id": "IP_6116226",
"sex": "male"
}
{
"age_approx": 35,
"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",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_4918176",
"melanocytic": true,
"patient_id": "IP_0408084",
"sex": "female"
}
{
"age_approx": 65,
"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",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_8791518",
"melanocytic": true,
"patient_id": "IP_8236928",
"sex": "female"
}
{
"age_approx": 75,
"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_3748919",
"patient_id": "IP_6251220",
"sex": "male"
}
{
"age_approx": 60,
"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_type": "dermoscopic",
"lesion_id": "IL_8321568",
"melanocytic": true,
"patient_id": "IP_0274810",
"sex": "male"
}
{
"age_approx": 50,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_5805048",
"patient_id": "IP_9718058",
"sex": "male"
}
{
"acquisition_day": 282,
"age_approx": 55,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_9715593",
"patient_id": "IP_4030600",
"sex": "female"
}
{
"acquisition_day": 123,
"age_approx": 70,
"anatom_site_general": "anterior torso",
"concomitant_biopsy": false,
"diagnosis_1": "Malignant",
"diagnosis_2": "Malignant melanocytic proliferations (Melanoma)",
"diagnosis_3": "Melanoma, NOS",
"diagnosis_confirm_type": "histopathology",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_1029594",
"melanocytic": true,
"patient_id": "IP_6387073",
"sex": "male"
}
{
"acquisition_day": 92,
"age_approx": 45,
"anatom_site_general": "upper extremity",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_2648030",
"patient_id": "IP_7125941",
"sex": "female"
}
{
"acquisition_day": 204,
"age_approx": 65,
"anatom_site_general": "head/neck",
"concomitant_biopsy": false,
"diagnosis_1": "Malignant",
"diagnosis_2": "Malignant melanocytic proliferations (Melanoma)",
"diagnosis_3": "Melanoma, NOS",
"diagnosis_confirm_type": "histopathology",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_4550157",
"melanocytic": true,
"patient_id": "IP_5639149",
"sex": "female"
}
{
"age_approx": 65,
"anatom_site_general": "lower extremity",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_9989509",
"patient_id": "IP_3984729",
"sex": "female"
}
{
"age_approx": 65,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": true,
"diagnosis_1": "Malignant",
"diagnosis_2": "Malignant melanocytic proliferations (Melanoma)",
"diagnosis_3": "Melanoma in situ",
"diagnosis_4": "Melanoma in situ, Lentigo maligna type",
"diagnosis_confirm_type": "histopathology",
"image_type": "dermoscopic",
"lesion_id": "IL_2670683",
"melanocytic": true,
"patient_id": "IP_7666205",
"sex": "male"
}
{
"acquisition_day": 2150,
"age_approx": 60,
"anatom_site_general": "anterior torso",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"fitzpatrick_skin_type": "III",
"image_type": "dermoscopic",
"lesion_id": "IL_4809826",
"patient_id": "IP_6067392",
"sex": "male"
}
{
"age_approx": 80,
"anatom_site_general": "head/neck",
"concomitant_biopsy": true,
"diagnosis_1": "Malignant",
"diagnosis_2": "Malignant melanocytic proliferations (Melanoma)",
"diagnosis_3": "Melanoma in situ",
"diagnosis_4": "Melanoma in situ, Lentigo maligna type",
"diagnosis_confirm_type": "histopathology",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_1246508",
"melanocytic": true,
"patient_id": "IP_8361815",
"sex": "male"
}
{
"acquisition_day": 111,
"age_approx": 45,
"anatom_site_general": "upper extremity",
"concomitant_biopsy": false,
"diagnosis_1": "Benign",
"diagnosis_confirm_type": "serial imaging showing no change",
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_0436378",
"patient_id": "IP_1242490",
"sex": "male"
}
