AIMC Topic: Dermatitis, Seborrheic

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Classification of skin diseases with deep learning based approaches.

Scientific reports Jul 28, 2025
Skin diseases are one of the most common health problems that affect people of all ages around the world and significantly reduce the quality of life of individuals. Diseases of eczema, seborrheic dermatitis and skin cancer need to be diagnosed and c...
Humans Algorithms Female Skin Neoplasms Male Deep Learning Support Vector Machine Skin Diseases Eczema Dermatitis, Seborrheic
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A deep learning system for differential diagnosis of skin diseases.

Nature medicine May 18, 2020
Skin conditions affect 1.9 billion people. Because of a shortage of dermatologists, most cases are seen instead by general practitioners with lower diagnostic accuracy. We present a deep learning system (DLS) to provide a differential diagnosis of sk...
Humans Female Melanoma Skin Neoplasms Carcinoma, Basal Cell Carcinoma, Squamous Cell Adult Male Middle Aged Deep Learning Indians, North American Psoriasis Diagnosis, Differential Dermatologists Skin Diseases Hispanic or Latino Telemedicine White People Physicians, Primary Care Alaska Natives Native Hawaiian or Pacific Islander Black or African American Eczema Acne Vulgaris Asian Photography Nurse Practitioners Keratosis, Seborrheic Warts Dermatitis, Seborrheic Folliculitis
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Using Neural Networks for Diagnosing in Dermatology.

Studies in health technology and informatics Jan 1, 2019
The paper deals with neural networks for decision support in diagnosing in dermatology. There were several iterations during development. We classified six diseases using ANN: (1) Psoriasis, (2) Seborrheic dermatitis, (3) Lichen planus, (4) Pityriasi...
Humans Neural Networks, Computer Diagnosis, Computer-Assisted Psoriasis Diagnosis, Differential Dermatology Dermatitis, Seborrheic Lichen Planus
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