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Updated: Jan 13, 2026

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皮膚疾患の診断と分類のためのAIツール開発における皮膚科医の役割

Sara D Ragi¹, Amar D Desai¹, Rachel C Hill¹

¹Dr. Ragi is from the Warren Alpert Medical School of Brown University, Providence, Rhode Island. Dr. Desai is from Rutgers New Jersey Medical School, Newark. Drs. Hill and Lipner are from Weill Cornell Medical College, New York, New York. Dr. Lipner is from the Department of Dermatology.

|January 12, 2026

Abstract:

Artificial intelligence (AI) technology has proven to be a valuable tool in the diagnosis and classification of dermatologic conditions. To our knowledge, no prior studies have investigated the role of dermatologists in the development of AI programs for classification of dermatologic conditions other than skin cancers. In this study, we aimed to analyze AI tools used for diagnosing and classifying skin disease and evaluate the role of dermatologists in the creation of AI technology. Additionally, we investigated the number of clinical images used in datasets to train AI programs and compared tools that were created with dermatologist input to those created without dermatologist/ clinician involvement.

キーワード:

人工知能皮膚科皮膚疾患診断分類医療情報学

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