Consumer AI apps
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- Name: Consumer AI apps
- DOI: https://doi.org/10.34970/401946
- Number of images: 35
- Number of lesions: 0
- Number of patients: 0
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Attribution:
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Description:
A small study evaluated the accuracy of smartphone and web-based dermatology apps offering AI diagnostics using an independent test set of clinical images.
Sun MD, Kentley J, Mehta P, Dusza S, Halpern AC, Rotemberg V. Accuracy of commercially available smartphone applications for the detection of melanoma. Br J Dermatol. 2022;186(4):744-746. doi:10.1111/bjd.20903
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"image_type": "clinical: overview",
"sex": "male"
}
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"diagnosis_2": "Malignant melanocytic proliferations (Melanoma)",
"diagnosis_3": "Melanoma Invasive",
"diagnosis_confirm_type": "histopathology",
"image_type": "clinical: overview",
"mel_thick_mm": "0.30",
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}
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"diagnosis_3": "Melanoma Invasive",
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"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "single image expert consensus",
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"sex": "female"
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{
"age_approx": 40,
"anatom_site_general": "posterior torso",
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"diagnosis_1": "Benign",
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"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "single image expert consensus",
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"age_approx": 30,
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"concomitant_biopsy": true,
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "histopathology",
"image_type": "clinical: overview",
"sex": "female"
}
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"age_approx": 85,
"anatom_site_general": "anterior torso",
"concomitant_biopsy": true,
"diagnosis_1": "Malignant",
"diagnosis_2": "Malignant melanocytic proliferations (Melanoma)",
"diagnosis_3": "Melanoma Invasive",
"diagnosis_confirm_type": "histopathology",
"image_type": "clinical: overview",
"mel_thick_mm": "1.40",
"sex": "male"
}
{
"age_approx": 25,
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"concomitant_biopsy": true,
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "histopathology",
"image_type": "clinical: overview",
"sex": "male"
}
{
"age_approx": 35,
"anatom_site_general": "anterior torso",
"concomitant_biopsy": true,
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
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"image_type": "clinical: overview",
"sex": "female"
}
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"age_approx": 50,
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"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
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"image_type": "clinical: overview",
"sex": "male"
}
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"age_approx": 30,
"anatom_site_general": "anterior torso",
"concomitant_biopsy": true,
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "histopathology",
"image_type": "clinical: overview",
"sex": "female"
}
{
"age_approx": 25,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": true,
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "histopathology",
"image_type": "clinical: overview",
"sex": "female"
}
{
"age_approx": 30,
"anatom_site_general": "upper extremity",
"concomitant_biopsy": true,
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "histopathology",
"image_type": "clinical: overview",
"sex": "female"
}
{
"age_approx": 40,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": true,
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "histopathology",
"image_type": "clinical: overview",
"sex": "male"
}
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"age_approx": 40,
"anatom_site_general": "anterior torso",
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"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "histopathology",
"image_type": "clinical: overview",
"sex": "female"
}
{
"age_approx": 35,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": true,
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "histopathology",
"image_type": "clinical: overview",
"sex": "female"
}
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"age_approx": 55,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": true,
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
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"image_type": "clinical: overview",
"sex": "female"
}
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"age_approx": 85,
"anatom_site_general": "anterior torso",
"concomitant_biopsy": true,
"diagnosis_1": "Malignant",
"diagnosis_2": "Malignant melanocytic proliferations (Melanoma)",
"diagnosis_3": "Melanoma Invasive",
"diagnosis_confirm_type": "histopathology",
"image_type": "clinical: overview",
"mel_thick_mm": "0.80",
"sex": "male"
}
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"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
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"image_type": "clinical: overview",
"sex": "male"
}
{
"age_approx": 25,
"anatom_site_general": "head/neck",
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"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "histopathology",
"image_type": "clinical: overview",
"sex": "female"
}
{
"age_approx": 45,
"anatom_site_general": "lateral torso",
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"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "histopathology",
"image_type": "clinical: overview",
"sex": "female"
}
{
"age_approx": 40,
"anatom_site_general": "posterior torso",
"concomitant_biopsy": true,
"diagnosis_1": "Benign",
"diagnosis_2": "Benign melanocytic proliferations",
"diagnosis_3": "Nevus",
"diagnosis_confirm_type": "histopathology",
"image_type": "clinical: overview",
"sex": "male"
}
{
"age_approx": 75,
"anatom_site_general": "upper extremity",
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"diagnosis_1": "Malignant",
"diagnosis_2": "Malignant melanocytic proliferations (Melanoma)",
"diagnosis_3": "Melanoma Invasive",
"diagnosis_confirm_type": "histopathology",
"image_type": "clinical: overview",
"mel_thick_mm": "1.70",
"sex": "female"
}
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"diagnosis_1": "Malignant",
"diagnosis_2": "Malignant melanocytic proliferations (Melanoma)",
"diagnosis_3": "Melanoma Invasive",
"diagnosis_confirm_type": "histopathology",
"image_type": "clinical: overview",
"mel_thick_mm": "0.80",
"sex": "female"
}
