Real-time detection of colon polyps during colonoscopy using deep learning: systematic validation with four independent datasets.

Lee, Ji Young; Jeong, Jinhoon; Song, Eun Mi; Ha, Chunae; Lee, Hyo Jeong; Koo, Ja Eun; Yang, Dong-Hoon; Kim, Namkug; Byeon, Jeong-Sik

Lee, Ji Young; Jeong, Jinhoon; Song, Eun Mi; Ha, Chunae; Lee, Hyo Jeong; Koo, Ja Eun; Yang, Dong-Hoon; Kim, Namkug; Byeon, Jeong-Sik.

Afiliación

Lee JY; Health Screening and Promotion Center, Asan Medical Center, Seoul, Republic of Korea.
Jeong J; Department of Biomedical Engineering, Asan Medical Institute of Convergence Science and Technology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea.
Song EM; Department of Gastroenterology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea.
Ha C; Department of Gastroenterology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea.
Lee HJ; Health Screening and Promotion Center, Asan Medical Center, Seoul, Republic of Korea.
Koo JE; Health Screening and Promotion Center, Asan Medical Center, Seoul, Republic of Korea.
Yang DH; Department of Gastroenterology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea.
Kim N; Department of Convergence Medicine, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea. namkugkim@gmail.com.
Byeon JS; Department of Gastroenterology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea. jsbyeon@amc.seoul.kr.

Sci Rep ; 10(1): 8379, 2020 05 20.

Article en En | MEDLINE | ID: mdl-32433506

Asunto(s)

Pólipos del Colon/diagnóstico; Biología Computacional/métodos; Anciano; Algoritmos; Colonoscopía/métodos; Aprendizaje Profundo; Femenino; Gastroenterología/métodos; Humanos; Masculino; Persona de Mediana Edad

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Pólipos del Colon / Biología Computacional Límite: Aged / Female / Humans / Male / Middle aged Idioma: En Revista: Sci Rep Año: 2020 Tipo del documento: Article Pais de publicación: Reino Unido

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