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Deep metric learning-based image retrieval system for chest radiograph and its clinical applications in COVID-19.
Zhong, Aoxiao; Li, Xiang; Wu, Dufan; Ren, Hui; Kim, Kyungsang; Kim, Younggon; Buch, Varun; Neumark, Nir; Bizzo, Bernardo; Tak, Won Young; Park, Soo Young; Lee, Yu Rim; Kang, Min Kyu; Park, Jung Gil; Kim, Byung Seok; Chung, Woo Jin; Guo, Ning; Dayan, Ittai; Kalra, Mannudeep K; Li, Quanzheng.
Afiliación
  • Zhong A; Department of Radiology, Massachusetts General Hospital, Boston, MA, United States; School of Engineering and Applied Sciences, Harvard University, Boston, MA, United States.
  • Li X; Department of Radiology, Massachusetts General Hospital, Boston, MA, United States.
  • Wu D; Department of Radiology, Massachusetts General Hospital, Boston, MA, United States.
  • Ren H; Department of Radiology, Massachusetts General Hospital, Boston, MA, United States.
  • Kim K; Department of Radiology, Massachusetts General Hospital, Boston, MA, United States.
  • Kim Y; Department of Radiology, Massachusetts General Hospital, Boston, MA, United States.
  • Buch V; MGH & BWH Center for Clinical Data Science, Boston, MA, United States.
  • Neumark N; MGH & BWH Center for Clinical Data Science, Boston, MA, United States.
  • Bizzo B; MGH & BWH Center for Clinical Data Science, Boston, MA, United States.
  • Tak WY; Department of Internal Medicine, School of Medicine, Kyungpook National University, Daegu, South Korea.
  • Park SY; Department of Internal Medicine, School of Medicine, Kyungpook National University, Daegu, South Korea.
  • Lee YR; Department of Internal Medicine, School of Medicine, Kyungpook National University, Daegu, South Korea.
  • Kang MK; Department of Internal Medicine, Yeungnam University College of Medicine, Daegu, South Korea.
  • Park JG; Department of Internal Medicine, Yeungnam University College of Medicine, Daegu, South Korea.
  • Kim BS; Department of Internal Medicine, Catholic University of Daegu School of Medicine, Daegu, South Korea.
  • Chung WJ; Department of Internal Medicine, Keimyung University School of Medicine, Daegu, South Korea.
  • Guo N; Department of Radiology, Massachusetts General Hospital, Boston, MA, United States.
  • Dayan I; School of Engineering and Applied Sciences, Harvard University, Boston, MA, United States.
  • Kalra MK; Department of Radiology, Massachusetts General Hospital, Boston, MA, United States.
  • Li Q; Department of Radiology, Massachusetts General Hospital, Boston, MA, United States; MGH & BWH Center for Clinical Data Science, Boston, MA, United States. Electronic address: li.quanzheng@mgh.harvard.edu.
Med Image Anal ; 70: 101993, 2021 05.
Article en En | MEDLINE | ID: mdl-33711739
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Interpretación de Imagen Asistida por Computador / Tomografía Computarizada por Rayos X / Aprendizaje Profundo / COVID-19 Tipo de estudio: Prognostic_studies Límite: Female / Humans / Male / Middle aged Idioma: En Revista: Med Image Anal Asunto de la revista: DIAGNOSTICO POR IMAGEM Año: 2021 Tipo del documento: Article País de afiliación: Estados Unidos Pais de publicación: Países Bajos
Texto completo
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Interpretación de Imagen Asistida por Computador / Tomografía Computarizada por Rayos X / Aprendizaje Profundo / COVID-19 Tipo de estudio: Prognostic_studies Límite: Female / Humans / Male / Middle aged Idioma: En Revista: Med Image Anal Asunto de la revista: DIAGNOSTICO POR IMAGEM Año: 2021 Tipo del documento: Article País de afiliación: Estados Unidos Pais de publicación: Países Bajos