PROVe-AI
- Name: PROVe-AI
- DOI: https://doi.org/10.34970/576276
- Number of images: 603
-
Licenses:
- CC-0 (603)
- Public: yes
- Locked: yes
We conducted a prospective, observational clinical validation study to assess the diagnostic accuracy of the AI algorithm (ADAE) in predicting melanoma from dermoscopy skin lesion images. Patients who had consented for a skin biopsy to exclude melanoma were eligible. All lesions underwent biopsy.
{
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"anatom_site_general": "posterior torso",
"benign_malignant": "malignant",
"clin_size_long_diam_mm": 11.4,
"dermoscopic_type": "contact polarized",
"diagnosis": "melanoma",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_8668119",
"mel_class": "invasive melanoma",
"mel_thick_mm": 0.3,
"mel_ulcer": false,
"melanocytic": true,
"patient_id": "IP_8489445",
"personal_hx_mm": false,
"sex": "male"
}
{
"age_approx": 65,
"anatom_site_general": "posterior torso",
"benign_malignant": "benign",
"clin_size_long_diam_mm": 3.9,
"dermoscopic_type": "contact polarized",
"diagnosis": "lentigo NOS",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_0235712",
"melanocytic": true,
"patient_id": "IP_8566965",
"personal_hx_mm": false,
"sex": "female"
}
{
"age_approx": 80,
"anatom_site_general": "upper extremity",
"benign_malignant": "benign",
"clin_size_long_diam_mm": 10.5,
"dermoscopic_type": "contact polarized",
"diagnosis": "lichenoid keratosis",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_1774294",
"melanocytic": true,
"patient_id": "IP_8209756",
"personal_hx_mm": false,
"sex": "female"
}
{
"age_approx": 70,
"anatom_site_general": "lower extremity",
"benign_malignant": "benign",
"clin_size_long_diam_mm": 3.7,
"dermoscopic_type": "contact polarized",
"diagnosis": "dermatofibroma",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_0135315",
"melanocytic": false,
"patient_id": "IP_6970316",
"personal_hx_mm": false,
"sex": "female"
}
{
"age_approx": 75,
"anatom_site_general": "lower extremity",
"benign_malignant": "benign",
"clin_size_long_diam_mm": 10.1,
"dermoscopic_type": "contact polarized",
"diagnosis": "seborrheic keratosis",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_1833437",
"melanocytic": true,
"patient_id": "IP_7717848",
"personal_hx_mm": true,
"sex": "female"
}
{
"age_approx": 30,
"anatom_site_general": "lower extremity",
"benign_malignant": "benign",
"clin_size_long_diam_mm": 2.5,
"dermoscopic_type": "contact polarized",
"diagnosis": "nevus",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": true,
"image_type": "dermoscopic",
"lesion_id": "IL_5299620",
"melanocytic": true,
"patient_id": "IP_3703650",
"personal_hx_mm": false,
"sex": "female"
}
{
"age_approx": 30,
"anatom_site_general": "upper extremity",
"benign_malignant": "benign",
"clin_size_long_diam_mm": 3.1,
"dermoscopic_type": "contact polarized",
"diagnosis": "nevus",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": true,
"image_type": "dermoscopic",
"lesion_id": "IL_9685250",
"melanocytic": true,
"patient_id": "IP_3703650",
"personal_hx_mm": false,
"sex": "female"
}
{
"age_approx": 75,
"anatom_site_general": "anterior torso",
"benign_malignant": "benign",
"clin_size_long_diam_mm": 5.7,
"dermoscopic_type": "contact polarized",
"diagnosis": "nevus",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_9198580",
"melanocytic": true,
"patient_id": "IP_1764181",
"personal_hx_mm": true,
"sex": "female"
}
{
"age_approx": 75,
"anatom_site_general": "upper extremity",
"benign_malignant": "benign",
"clin_size_long_diam_mm": 5.0,
"dermoscopic_type": "contact polarized",
"diagnosis": "nevus",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_9524520",
"melanocytic": true,
"patient_id": "IP_1764181",
"personal_hx_mm": true,
"sex": "female"
}
{
"age_approx": 60,
"anatom_site_general": "posterior torso",
"benign_malignant": "benign",
"clin_size_long_diam_mm": 5.8,
"dermoscopic_type": "contact polarized",
"diagnosis": "lichenoid keratosis",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_0175063",
"melanocytic": false,
"patient_id": "IP_9624374",
"personal_hx_mm": true,
"sex": "female"
}
{
"age_approx": 65,
"anatom_site_general": "upper extremity",
"benign_malignant": "benign",
"clin_size_long_diam_mm": 3.4,
"dermoscopic_type": "non-contact polarized",
"diagnosis": "nevus",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": true,
"image_type": "dermoscopic",
"lesion_id": "IL_9853659",
"melanocytic": true,
"patient_id": "IP_1988953",
"personal_hx_mm": true,
"sex": "male"
}
{
"age_approx": 65,
"anatom_site_general": "anterior torso",
"benign_malignant": "malignant",
"clin_size_long_diam_mm": 8.6,
"dermoscopic_type": "contact non-polarized",
"diagnosis": "melanoma",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": true,
"image_type": "dermoscopic",
"lesion_id": "IL_7203080",
"mel_class": "melanoma in situ",
"melanocytic": true,
"patient_id": "IP_1988953",
"personal_hx_mm": true,
"sex": "male"
}
{
"age_approx": 35,
"anatom_site_general": "posterior torso",
"benign_malignant": "benign",
"clin_size_long_diam_mm": 4.3,
"diagnosis": "nevus",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": true,
"image_type": "dermoscopic",
"lesion_id": "IL_2233573",
"melanocytic": true,
"patient_id": "IP_8489106",
"personal_hx_mm": true,
"sex": "male"
}
{
"age_approx": 35,
"anatom_site_general": "posterior torso",
"benign_malignant": "benign",
"clin_size_long_diam_mm": 7.4,
"diagnosis": "nevus",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": true,
"image_type": "dermoscopic",
"lesion_id": "IL_5950317",
"melanocytic": true,
"patient_id": "IP_8489106",
"personal_hx_mm": true,
"sex": "male"
}
{
"age_approx": 70,
"anatom_site_general": "head/neck",
"benign_malignant": "malignant",
"clin_size_long_diam_mm": 5.4,
"diagnosis": "melanoma",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_4758821",
"mel_class": "melanoma in situ",
"melanocytic": true,
"patient_id": "IP_2348361",
"personal_hx_mm": true,
"sex": "female"
}
{
"age_approx": 80,
"anatom_site_general": "posterior torso",
"benign_malignant": "benign",
"clin_size_long_diam_mm": 9.4,
"dermoscopic_type": "contact polarized",
"diagnosis": "lichenoid keratosis",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": true,
"image_type": "dermoscopic",
"lesion_id": "IL_3665493",
"melanocytic": true,
"patient_id": "IP_5912408",
"personal_hx_mm": false,
"sex": "female"
}
{
"age_approx": 80,
"anatom_site_general": "lower extremity",
"benign_malignant": "malignant",
"clin_size_long_diam_mm": 10.4,
"dermoscopic_type": "non-contact polarized",
"diagnosis": "melanoma",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_4902342",
"mel_class": "melanoma in situ",
"melanocytic": true,
"patient_id": "IP_0140071",
"personal_hx_mm": true,
"sex": "male"
}
{
"age_approx": 40,
"anatom_site_general": "posterior torso",
"benign_malignant": "benign",
"clin_size_long_diam_mm": 4.6,
"dermoscopic_type": "contact polarized",
"diagnosis": "nevus",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": true,
"image_type": "dermoscopic",
"lesion_id": "IL_5486717",
"melanocytic": true,
"patient_id": "IP_0770240",
"personal_hx_mm": false,
"sex": "female"
}
{
"age_approx": 40,
"anatom_site_general": "posterior torso",
"benign_malignant": "benign",
"clin_size_long_diam_mm": 3.2,
"dermoscopic_type": "contact polarized",
"diagnosis": "nevus",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": true,
"image_type": "dermoscopic",
"lesion_id": "IL_7333948",
"melanocytic": true,
"patient_id": "IP_0770240",
"personal_hx_mm": false,
"sex": "female"
}
{
"age_approx": 75,
"anatom_site_general": "posterior torso",
"benign_malignant": "benign",
"clin_size_long_diam_mm": 7.3,
"diagnosis": "nevus",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": true,
"image_type": "dermoscopic",
"lesion_id": "IL_5262136",
"melanocytic": true,
"patient_id": "IP_3073546",
"personal_hx_mm": true,
"sex": "male"
}
{
"age_approx": 80,
"anatom_site_general": "posterior torso",
"benign_malignant": "benign",
"clin_size_long_diam_mm": 9.8,
"diagnosis": "lentigo NOS",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": true,
"image_type": "dermoscopic",
"lesion_id": "IL_8742309",
"melanocytic": true,
"patient_id": "IP_4010746",
"personal_hx_mm": false,
"sex": "female"
}
{
"age_approx": 40,
"anatom_site_general": "upper extremity",
"benign_malignant": "benign",
"clin_size_long_diam_mm": 5.9,
"dermoscopic_type": "contact polarized",
"diagnosis": "nevus",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": true,
"image_type": "dermoscopic",
"lesion_id": "IL_8608695",
"melanocytic": true,
"patient_id": "IP_0583992",
"personal_hx_mm": true,
"sex": "female"
}
{
"age_approx": 40,
"anatom_site_general": "upper extremity",
"benign_malignant": "benign",
"clin_size_long_diam_mm": 5.6,
"dermoscopic_type": "contact polarized",
"diagnosis": "nevus",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": true,
"image_type": "dermoscopic",
"lesion_id": "IL_4982960",
"melanocytic": true,
"patient_id": "IP_0583992",
"personal_hx_mm": true,
"sex": "female"
}
{
"age_approx": 75,
"anatom_site_general": "lateral torso",
"benign_malignant": "benign",
"clin_size_long_diam_mm": 17.9,
"dermoscopic_type": "contact polarized",
"diagnosis": "nevus",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_5513286",
"melanocytic": true,
"patient_id": "IP_4421863",
"personal_hx_mm": false,
"sex": "female"
}
{
"age_approx": 65,
"anatom_site_general": "upper extremity",
"benign_malignant": "benign",
"clin_size_long_diam_mm": 3.5,
"dermoscopic_type": "contact polarized",
"diagnosis": "atypical melanocytic proliferation",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_9608650",
"melanocytic": true,
"patient_id": "IP_2279622",
"personal_hx_mm": true,
"sex": "female"
}
{
"age_approx": 50,
"anatom_site_general": "palms/soles",
"benign_malignant": "benign",
"clin_size_long_diam_mm": 4.1,
"dermoscopic_type": "contact polarized",
"diagnosis": "nevus",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": true,
"image_type": "dermoscopic",
"lesion_id": "IL_3129676",
"melanocytic": true,
"patient_id": "IP_9131471",
"personal_hx_mm": true,
"sex": "female"
}
{
"age_approx": 70,
"anatom_site_general": "posterior torso",
"benign_malignant": "benign",
"clin_size_long_diam_mm": 5.0,
"dermoscopic_type": "non-contact polarized",
"diagnosis": "lentigo NOS",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_7612768",
"melanocytic": true,
"patient_id": "IP_3531969",
"personal_hx_mm": false,
"sex": "female"
}
{
"age_approx": 60,
"anatom_site_general": "lower extremity",
"benign_malignant": "indeterminate/benign",
"clin_size_long_diam_mm": 5.3,
"dermoscopic_type": "contact polarized",
"diagnosis": "atypical melanocytic proliferation",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_4432312",
"melanocytic": true,
"patient_id": "IP_0395589",
"personal_hx_mm": true,
"sex": "male"
}
{
"age_approx": 50,
"anatom_site_general": "posterior torso",
"benign_malignant": "benign",
"clin_size_long_diam_mm": 5.7,
"diagnosis": "nevus",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_0627663",
"melanocytic": true,
"patient_id": "IP_3128864",
"personal_hx_mm": false,
"sex": "female"
}
{
"age_approx": 75,
"anatom_site_general": "lower extremity",
"benign_malignant": "benign",
"clin_size_long_diam_mm": 6.0,
"dermoscopic_type": "non-contact polarized",
"diagnosis": "lichenoid keratosis",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": false,
"image_type": "dermoscopic",
"lesion_id": "IL_9620902",
"melanocytic": true,
"patient_id": "IP_2711304",
"personal_hx_mm": false,
"sex": "female"
}
