PROVe-AI
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- Name: PROVe-AI
- DOI: https://doi.org/10.34970/576276
- Number of images: 603
- Number of lesions: 603
- Number of patients: 435
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Attribution:
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Description:
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.
{
"acquisition_day": 1,
"age_approx": 55,
"anatom_site_general": "lower extremity",
"benign_malignant": "benign",
"clin_size_long_diam_mm": "1.70",
"concomitant_biopsy": true,
"dermoscopic_type": "contact polarized",
"diagnosis": "nevus",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_4": "Nevus, Atypical, Dysplastic, or Clark",
"diagnosis_5": "Nevus, Atypical",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": false,
"fitzpatrick_skin_type": "III",
"image_type": "dermoscopic",
"lesion_id": "IL_3070677",
"melanocytic": true,
"patient_id": "IP_4875634",
"personal_hx_mm": false,
"sex": "male"
}
{
"acquisition_day": 1,
"age_approx": 30,
"anatom_site_general": "posterior torso",
"benign_malignant": "benign",
"clin_size_long_diam_mm": "9.40",
"concomitant_biopsy": true,
"diagnosis": "nevus",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_4": "Nevus, Atypical, Dysplastic, or Clark",
"diagnosis_5": "Nevus, Atypical",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": true,
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_7263325",
"melanocytic": true,
"patient_id": "IP_1532145",
"personal_hx_mm": false,
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 60,
"anatom_site_general": "posterior torso",
"benign_malignant": "benign",
"clin_size_long_diam_mm": "6.00",
"concomitant_biopsy": true,
"dermoscopic_type": "contact polarized",
"diagnosis": "nevus",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_4": "Nevus, Atypical, Dysplastic, or Clark",
"diagnosis_5": "Nevus, Atypical",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": true,
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_0601715",
"melanocytic": true,
"patient_id": "IP_4950891",
"personal_hx_mm": false,
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 50,
"anatom_site_general": "anterior torso",
"benign_malignant": "benign",
"clin_size_long_diam_mm": "11.10",
"concomitant_biopsy": true,
"dermoscopic_type": "contact polarized",
"diagnosis": "nevus",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_4": "Nevus, Atypical, Dysplastic, or Clark",
"diagnosis_5": "Nevus, Atypical",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": false,
"fitzpatrick_skin_type": "III",
"image_type": "dermoscopic",
"lesion_id": "IL_9484535",
"melanocytic": true,
"patient_id": "IP_6489650",
"personal_hx_mm": false,
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 75,
"anatom_site_general": "upper extremity",
"benign_malignant": "indeterminate/benign",
"clin_size_long_diam_mm": "4.00",
"concomitant_biopsy": true,
"dermoscopic_type": "contact polarized",
"diagnosis": "nevus",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_4": "Nevus, Atypical, Dysplastic, or Clark",
"diagnosis_5": "Nevus, Atypical",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": false,
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_8100011",
"melanocytic": true,
"patient_id": "IP_7308167",
"personal_hx_mm": true,
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 75,
"anatom_site_general": "upper extremity",
"benign_malignant": "indeterminate/benign",
"clin_size_long_diam_mm": "7.10",
"concomitant_biopsy": true,
"dermoscopic_type": "contact polarized",
"diagnosis": "nevus",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_4": "Nevus, Atypical, Dysplastic, or Clark",
"diagnosis_5": "Nevus, Atypical",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": false,
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_1459337",
"melanocytic": true,
"patient_id": "IP_7308167",
"personal_hx_mm": true,
"sex": "female"
}
{
"acquisition_day": 2497,
"age_approx": 55,
"anatom_site_general": "anterior torso",
"benign_malignant": "benign",
"clin_size_long_diam_mm": "6.60",
"concomitant_biopsy": true,
"dermoscopic_type": "contact polarized",
"diagnosis": "nevus",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_4": "Nevus, Atypical, Dysplastic, or Clark",
"diagnosis_5": "Nevus, Atypical",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": true,
"fitzpatrick_skin_type": "IV",
"image_type": "dermoscopic",
"lesion_id": "IL_3480492",
"melanocytic": true,
"patient_id": "IP_9563768",
"personal_hx_mm": true,
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 60,
"anatom_site_general": "upper extremity",
"benign_malignant": "benign",
"clin_size_long_diam_mm": "4.70",
"concomitant_biopsy": true,
"dermoscopic_type": "contact polarized",
"diagnosis": "nevus",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_4": "Nevus, Atypical, Dysplastic, or Clark",
"diagnosis_5": "Nevus, Atypical",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": false,
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_0011993",
"melanocytic": true,
"patient_id": "IP_0486641",
"personal_hx_mm": false,
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 60,
"anatom_site_general": "upper extremity",
"benign_malignant": "benign",
"clin_size_long_diam_mm": "6.80",
"concomitant_biopsy": true,
"dermoscopic_type": "contact polarized",
"diagnosis": "lentigo NOS",
"diagnosis_1": "Benign",
"diagnosis_2": "Flat melanotic pigmentations - not melanocytic nevus",
"diagnosis_3": "Lentigo NOS",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": false,
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_5384691",
"melanocytic": true,
"patient_id": "IP_6936307",
"personal_hx_mm": false,
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 70,
"anatom_site_general": "posterior torso",
"benign_malignant": "benign",
"clin_size_long_diam_mm": "4.30",
"concomitant_biopsy": true,
"dermoscopic_type": "contact polarized",
"diagnosis": "nevus",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": true,
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_2414417",
"melanocytic": true,
"patient_id": "IP_6200159",
"personal_hx_mm": false,
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 70,
"anatom_site_general": "posterior torso",
"benign_malignant": "benign",
"clin_size_long_diam_mm": "3.70",
"concomitant_biopsy": true,
"dermoscopic_type": "contact polarized",
"diagnosis": "lichenoid keratosis",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign epidermal proliferations",
"diagnosis_3": "Lichen planus like keratosis",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": true,
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_9595538",
"melanocytic": true,
"patient_id": "IP_6200159",
"personal_hx_mm": false,
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 70,
"anatom_site_general": "head/neck",
"benign_malignant": "indeterminate/benign",
"clin_size_long_diam_mm": "9.60",
"concomitant_biopsy": true,
"dermoscopic_type": "contact polarized",
"diagnosis": "atypical melanocytic proliferation",
"diagnosis_1": "Indeterminate",
"diagnosis_2": "Indeterminate melanocytic proliferations",
"diagnosis_3": "Atypical melanocytic neoplasm",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": true,
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_7890160",
"melanocytic": true,
"patient_id": "IP_6200159",
"personal_hx_mm": false,
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 70,
"anatom_site_general": "head/neck",
"benign_malignant": "benign",
"clin_size_long_diam_mm": "4.70",
"concomitant_biopsy": true,
"dermoscopic_type": "contact polarized",
"diagnosis": "nevus",
"diagnosis_1": "Benign",
"diagnosis_2": "Collision - Only benign proliferations",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": true,
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_5244140",
"melanocytic": true,
"patient_id": "IP_6200159",
"personal_hx_mm": false,
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 75,
"anatom_site_general": "lower extremity",
"benign_malignant": "benign",
"clin_size_long_diam_mm": "2.70",
"concomitant_biopsy": true,
"dermoscopic_type": "contact polarized",
"diagnosis": "actinic keratosis",
"diagnosis_1": "Indeterminate",
"diagnosis_2": "Indeterminate epidermal proliferations",
"diagnosis_3": "Solar or actinic keratosis",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": true,
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_8073737",
"melanocytic": false,
"patient_id": "IP_7974093",
"personal_hx_mm": true,
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 55,
"anatom_site_general": "anterior torso",
"benign_malignant": "benign",
"clin_size_long_diam_mm": "2.70",
"concomitant_biopsy": true,
"dermoscopic_type": "contact polarized",
"diagnosis": "nevus",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_4": "Nevus, Recurrent or persistent",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": true,
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_2358906",
"melanocytic": true,
"nevus_type": "persistent/recurrent",
"patient_id": "IP_5980386",
"personal_hx_mm": true,
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 55,
"anatom_site_general": "posterior torso",
"benign_malignant": "benign",
"clin_size_long_diam_mm": "10.80",
"concomitant_biopsy": true,
"dermoscopic_type": "contact polarized",
"diagnosis": "seborrheic keratosis",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign epidermal proliferations",
"diagnosis_3": "Seborrheic keratosis",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": true,
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_2163165",
"melanocytic": false,
"patient_id": "IP_5980386",
"personal_hx_mm": true,
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 55,
"anatom_site_general": "posterior torso",
"benign_malignant": "benign",
"clin_size_long_diam_mm": "2.30",
"concomitant_biopsy": true,
"diagnosis": "nevus",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_4": "Nevus, Atypical, Dysplastic, or Clark",
"diagnosis_5": "Nevus, Atypical",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": true,
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_7597334",
"melanocytic": true,
"patient_id": "IP_5980386",
"personal_hx_mm": true,
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 55,
"anatom_site_general": "posterior torso",
"benign_malignant": "benign",
"clin_size_long_diam_mm": "4.50",
"concomitant_biopsy": true,
"dermoscopic_type": "contact polarized",
"diagnosis": "lichenoid keratosis",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign epidermal proliferations",
"diagnosis_3": "Lichen planus like keratosis",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": true,
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_7343446",
"melanocytic": false,
"patient_id": "IP_9728476",
"personal_hx_mm": false,
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 50,
"anatom_site_general": "head/neck",
"benign_malignant": "benign",
"clin_size_long_diam_mm": "1.60",
"concomitant_biopsy": true,
"dermoscopic_type": "contact polarized",
"diagnosis": "nevus",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_4": "Nevus, Combined",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": true,
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_6153654",
"melanocytic": true,
"nevus_type": "combined",
"patient_id": "IP_6751477",
"personal_hx_mm": true,
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 80,
"anatom_site_general": "anterior torso",
"benign_malignant": "benign",
"clin_size_long_diam_mm": "5.50",
"concomitant_biopsy": true,
"dermoscopic_type": "contact polarized",
"diagnosis": "seborrheic keratosis",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign epidermal proliferations",
"diagnosis_3": "Seborrheic keratosis",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": false,
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_7946649",
"melanocytic": false,
"patient_id": "IP_3210575",
"personal_hx_mm": true,
"sex": "male"
}
{
"acquisition_day": 1,
"age_approx": 80,
"anatom_site_general": "lower extremity",
"benign_malignant": "benign",
"clin_size_long_diam_mm": "3.10",
"concomitant_biopsy": true,
"dermoscopic_type": "contact polarized",
"diagnosis": "lichenoid keratosis",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign epidermal proliferations",
"diagnosis_3": "Lichen planus like keratosis",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": false,
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_7998179",
"melanocytic": false,
"patient_id": "IP_3210575",
"personal_hx_mm": true,
"sex": "male"
}
{
"acquisition_day": 1,
"age_approx": 80,
"anatom_site_general": "lower extremity",
"benign_malignant": "malignant",
"clin_size_long_diam_mm": "8.50",
"concomitant_biopsy": true,
"dermoscopic_type": "non-contact polarized",
"diagnosis": "melanoma",
"diagnosis_1": "Malignant",
"diagnosis_2": "Malignant melanocytic proliferations (Melanoma)",
"diagnosis_3": "Melanoma in situ",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": false,
"fitzpatrick_skin_type": "I",
"image_type": "dermoscopic",
"lesion_id": "IL_7629517",
"mel_class": "melanoma in situ",
"melanocytic": true,
"patient_id": "IP_8090593",
"personal_hx_mm": true,
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 65,
"anatom_site_general": "posterior torso",
"benign_malignant": "indeterminate/benign",
"clin_size_long_diam_mm": "9.20",
"concomitant_biopsy": true,
"dermoscopic_type": "contact polarized",
"diagnosis": "nevus",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_4": "Nevus, Atypical, Dysplastic, or Clark",
"diagnosis_5": "Nevus, Atypical",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": false,
"fitzpatrick_skin_type": "III",
"image_type": "dermoscopic",
"lesion_id": "IL_5103863",
"melanocytic": true,
"patient_id": "IP_7026588",
"personal_hx_mm": false,
"sex": "male"
}
{
"acquisition_day": 1,
"age_approx": 65,
"anatom_site_general": "lateral torso",
"benign_malignant": "benign",
"clin_size_long_diam_mm": "6.90",
"concomitant_biopsy": true,
"dermoscopic_type": "contact polarized",
"diagnosis": "nevus",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_4": "Nevus, Atypical, Dysplastic, or Clark",
"diagnosis_5": "Nevus, Atypical",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": false,
"fitzpatrick_skin_type": "III",
"image_type": "dermoscopic",
"lesion_id": "IL_3337396",
"melanocytic": true,
"patient_id": "IP_7026588",
"personal_hx_mm": false,
"sex": "male"
}
{
"acquisition_day": 1,
"age_approx": 75,
"anatom_site_general": "posterior torso",
"benign_malignant": "benign",
"clin_size_long_diam_mm": "3.10",
"concomitant_biopsy": true,
"diagnosis": "nevus",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_4": "Nevus, Atypical, Dysplastic, or Clark",
"diagnosis_5": "Nevus, Atypical",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": true,
"fitzpatrick_skin_type": "III",
"image_type": "dermoscopic",
"lesion_id": "IL_4893716",
"melanocytic": true,
"patient_id": "IP_6893721",
"personal_hx_mm": false,
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 75,
"anatom_site_general": "lower extremity",
"benign_malignant": "benign",
"clin_size_long_diam_mm": "3.90",
"concomitant_biopsy": true,
"dermoscopic_type": "contact polarized",
"diagnosis": "lentigo NOS",
"diagnosis_1": "Benign",
"diagnosis_2": "Flat melanotic pigmentations - not melanocytic nevus",
"diagnosis_3": "Lentigo NOS",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": true,
"fitzpatrick_skin_type": "III",
"image_type": "dermoscopic",
"lesion_id": "IL_5805814",
"melanocytic": true,
"patient_id": "IP_6893721",
"personal_hx_mm": false,
"sex": "female"
}
{
"acquisition_day": 1,
"age_approx": 75,
"anatom_site_general": "upper extremity",
"benign_malignant": "benign",
"clin_size_long_diam_mm": "4.20",
"concomitant_biopsy": true,
"dermoscopic_type": "contact polarized",
"diagnosis": "actinic keratosis",
"diagnosis_1": "Indeterminate",
"diagnosis_2": "Indeterminate epidermal proliferations",
"diagnosis_3": "Solar or actinic keratosis",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": true,
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_3747590",
"melanocytic": false,
"patient_id": "IP_1795359",
"personal_hx_mm": false,
"sex": "male"
}
{
"acquisition_day": 1,
"age_approx": 75,
"anatom_site_general": "lower extremity",
"benign_malignant": "benign",
"clin_size_long_diam_mm": "3.70",
"concomitant_biopsy": true,
"dermoscopic_type": "contact polarized",
"diagnosis": "lentigo NOS",
"diagnosis_1": "Benign",
"diagnosis_2": "Flat melanotic pigmentations - not melanocytic nevus",
"diagnosis_3": "Lentigo NOS",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": true,
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_5186389",
"melanocytic": true,
"patient_id": "IP_3792900",
"personal_hx_mm": true,
"sex": "male"
}
{
"acquisition_day": 1,
"age_approx": 75,
"anatom_site_general": "lower extremity",
"benign_malignant": "benign",
"clin_size_long_diam_mm": "4.70",
"concomitant_biopsy": true,
"dermoscopic_type": "contact polarized",
"diagnosis": "nevus",
"diagnosis_1": "Benign",
"diagnosis_2": "Collision - Only benign proliferations",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": true,
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_9183314",
"melanocytic": true,
"patient_id": "IP_3792900",
"personal_hx_mm": true,
"sex": "male"
}
{
"acquisition_day": 1,
"age_approx": 75,
"anatom_site_general": "anterior torso",
"benign_malignant": "benign",
"clin_size_long_diam_mm": "7.30",
"concomitant_biopsy": true,
"dermoscopic_type": "contact polarized",
"diagnosis": "lichenoid keratosis",
"diagnosis_1": "Benign",
"diagnosis_2": "Benign epidermal proliferations",
"diagnosis_3": "Lichen planus like keratosis",
"diagnosis_confirm_type": "histopathology",
"family_hx_mm": true,
"fitzpatrick_skin_type": "II",
"image_type": "dermoscopic",
"lesion_id": "IL_7754745",
"melanocytic": false,
"patient_id": "IP_3792900",
"personal_hx_mm": true,
"sex": "male"
}
