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Improved Accuracy in Optical Diagnosis of Colorectal Polyps Using Convolutional Neural Networks with Visual Explanations.
Jin, Eun Hyo; Lee, Dongheon; Bae, Jung Ho; Kang, Hae Yeon; Kwak, Min-Sun; Seo, Ji Yeon; Yang, Jong In; Yang, Sun Young; Lim, Seon Hee; Yim, Jeong Yoon; Lim, Joo Hyun; Chung, Goh Eun; Chung, Su Jin; Choi, Ji Min; Han, Yoo Min; Kang, Seung Joo; Lee, Jooyoung; Chan Kim, Hee; Kim, Joo Sung.
Afiliação
  • Jin EH; Department of Internal Medicine, Healthcare Research Institute, Seoul National University Hospital Healthcare System Gangnam Center, Seoul, Korea.
  • Lee D; Interdisciplinary Program in Bioengineering, Graduate School, Seoul National University, Seoul, Korea.
  • Bae JH; Department of Internal Medicine, Healthcare Research Institute, Seoul National University Hospital Healthcare System Gangnam Center, Seoul, Korea.
  • Kang HY; Department of Internal Medicine, Healthcare Research Institute, Seoul National University Hospital Healthcare System Gangnam Center, Seoul, Korea.
  • Kwak MS; Department of Internal Medicine, Healthcare Research Institute, Seoul National University Hospital Healthcare System Gangnam Center, Seoul, Korea.
  • Seo JY; Department of Internal Medicine, Healthcare Research Institute, Seoul National University Hospital Healthcare System Gangnam Center, Seoul, Korea.
  • Yang JI; Department of Internal Medicine, Healthcare Research Institute, Seoul National University Hospital Healthcare System Gangnam Center, Seoul, Korea.
  • Yang SY; Department of Internal Medicine, Healthcare Research Institute, Seoul National University Hospital Healthcare System Gangnam Center, Seoul, Korea.
  • Lim SH; Department of Internal Medicine, Healthcare Research Institute, Seoul National University Hospital Healthcare System Gangnam Center, Seoul, Korea.
  • Yim JY; Department of Internal Medicine, Healthcare Research Institute, Seoul National University Hospital Healthcare System Gangnam Center, Seoul, Korea.
  • Lim JH; Department of Internal Medicine, Healthcare Research Institute, Seoul National University Hospital Healthcare System Gangnam Center, Seoul, Korea.
  • Chung GE; Department of Internal Medicine, Healthcare Research Institute, Seoul National University Hospital Healthcare System Gangnam Center, Seoul, Korea.
  • Chung SJ; Department of Internal Medicine, Healthcare Research Institute, Seoul National University Hospital Healthcare System Gangnam Center, Seoul, Korea.
  • Choi JM; Department of Internal Medicine, Healthcare Research Institute, Seoul National University Hospital Healthcare System Gangnam Center, Seoul, Korea.
  • Han YM; Department of Internal Medicine, Healthcare Research Institute, Seoul National University Hospital Healthcare System Gangnam Center, Seoul, Korea.
  • Kang SJ; Department of Internal Medicine, Healthcare Research Institute, Seoul National University Hospital Healthcare System Gangnam Center, Seoul, Korea.
  • Lee J; Department of Internal Medicine, Liver Research Institute, Seoul National University College of Medicine, Seoul, Korea.
  • Chan Kim H; Interdisciplinary Program in Bioengineering, Graduate School, Seoul National University, Seoul, Korea; Department of Biomedical Engineering College of Medicine, Seoul National University, Seoul, Korea; Institute of Medical & Biological Engineering, Medical Research Center, Seoul National Univers
  • Kim JS; Department of Internal Medicine, Healthcare Research Institute, Seoul National University Hospital Healthcare System Gangnam Center, Seoul, Korea; Department of Internal Medicine, Liver Research Institute, Seoul National University College of Medicine, Seoul, Korea. Electronic address: jooskim@snu.a
Gastroenterology ; 158(8): 2169-2179.e8, 2020 06.
Article em En | MEDLINE | ID: mdl-32119927
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Percepção Visual / Interpretação de Imagem Assistida por Computador / Neoplasias Colorretais / Pólipos do Colo / Diagnóstico por Computador / Colonoscopia / Pólipos Adenomatosos / Imagem de Banda Estreita / Aprendizado Profundo Tipo de estudo: Clinical_trials / Diagnostic_studies / Prognostic_studies Limite: Humans País/Região como assunto: Asia Idioma: En Revista: Gastroenterology Ano de publicação: 2020 Tipo de documento: Article
Texto completo
Imprimir
XML
PubMed Links
Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Percepção Visual / Interpretação de Imagem Assistida por Computador / Neoplasias Colorretais / Pólipos do Colo / Diagnóstico por Computador / Colonoscopia / Pólipos Adenomatosos / Imagem de Banda Estreita / Aprendizado Profundo Tipo de estudo: Clinical_trials / Diagnostic_studies / Prognostic_studies Limite: Humans País/Região como assunto: Asia Idioma: En Revista: Gastroenterology Ano de publicação: 2020 Tipo de documento: Article