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Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy.
Ali, Sharib; Dmitrieva, Mariia; Ghatwary, Noha; Bano, Sophia; Polat, Gorkem; Temizel, Alptekin; Krenzer, Adrian; Hekalo, Amar; Guo, Yun Bo; Matuszewski, Bogdan; Gridach, Mourad; Voiculescu, Irina; Yoganand, Vishnusai; Chavan, Arnav; Raj, Aryan; Nguyen, Nhan T; Tran, Dat Q; Huynh, Le Duy; Boutry, Nicolas; Rezvy, Shahadate; Chen, Haijian; Choi, Yoon Ho; Subramanian, Anand; Balasubramanian, Velmurugan; Gao, Xiaohong W; Hu, Hongyu; Liao, Yusheng; Stoyanov, Danail; Daul, Christian; Realdon, Stefano; Cannizzaro, Renato; Lamarque, Dominique; Tran-Nguyen, Terry; Bailey, Adam; Braden, Barbara; East, James E; Rittscher, Jens.
Afiliación
  • Ali S; Institute of Biomedical Engineering and Big Data Institute, Old Road Campus, University of Oxford, Oxford, UK; Oxford NIHR Biomedical Research Centre, Oxford, UK. Electronic address: sharib.ali@eng.ox.ac.uk.
  • Dmitrieva M; Institute of Biomedical Engineering and Big Data Institute, Old Road Campus, University of Oxford, Oxford, UK.
  • Ghatwary N; Computer Engineering Department, Arab Academy for Science and Technology, Alexandria, Egypt.
  • Bano S; Wellcome/EPSRC Centre for Interventional and Surgical Sciences(WEISS) and Department of Computer Science, University College London, London, UK.
  • Polat G; Graduate School of Informatics, Middle East Technical University, Ankara, Turkey.
  • Temizel A; Graduate School of Informatics, Middle East Technical University, Ankara, Turkey.
  • Krenzer A; Department of Artificial Intelligence and Knowledge Systems, University of Würzburg, Germany.
  • Hekalo A; Department of Artificial Intelligence and Knowledge Systems, University of Würzburg, Germany.
  • Guo YB; School of Engineering, University of Central Lancashire, UK.
  • Matuszewski B; School of Engineering, University of Central Lancashire, UK.
  • Gridach M; Ibn Zohr University, Computer Science HIT, Agadir, Morocco.
  • Voiculescu I; Department of Computer Science, University of Oxford, UK.
  • Yoganand V; Mimyk Medical Simulations Pvt Ltd, Indian Institute of Science, Bengaluru, India.
  • Chavan A; Indian Institute of Technology (ISM), Dhanbad, India.
  • Raj A; Indian Institute of Technology (ISM), Dhanbad, India.
  • Nguyen NT; Medical Imaging Department, Vingroup Big Data Institute (VinBDI), Hanoi, Vietnam.
  • Tran DQ; Medical Imaging Department, Vingroup Big Data Institute (VinBDI), Hanoi, Vietnam.
  • Huynh LD; EPITA Research and Development Laboratory (LRDE), F-94270 Le Kremlin-Bicêtre, France.
  • Boutry N; EPITA Research and Development Laboratory (LRDE), F-94270 Le Kremlin-Bicêtre, France.
  • Rezvy S; School of Science and Technology, Middlesex University London, UK.
  • Chen H; Department of Computer Science, School of Informatics, Xiamen University, China.
  • Choi YH; Dept. of Health Sciences & Tech., Samsung Advanced Institute for Health Sciences & Tech. (SAIHST), Sungkyunkwan University, Seoul, Republic of Korea.
  • Subramanian A; Claritrics India Pvt Ltd, Chennai, India.
  • Balasubramanian V; School of Medical Science and Technology, Indian Institute of Technology, Kharagpur, West Bengal, India.
  • Gao XW; School of Science and Technology, Middlesex University London, UK.
  • Hu H; Shanghai Jiaotong University, Shanghai, China.
  • Liao Y; Shanghai Jiaotong University, Shanghai, China.
  • Stoyanov D; Wellcome/EPSRC Centre for Interventional and Surgical Sciences(WEISS) and Department of Computer Science, University College London, London, UK.
  • Daul C; CRAN UMR 7039, University of Lorraine, CNRS, Nancy, France.
  • Realdon S; Instituto Onclologico Veneto, IOV-IRCCS, Padova, Italy.
  • Cannizzaro R; CRO Centro Riferimento Oncologico IRCCS, Aviano, Italy.
  • Lamarque D; Université de Versailles St-Quentin en Yvelines, Hôpital Ambroise Paré, France.
  • Tran-Nguyen T; Translational Gastroenterology Unit, Experimental Medicine Div., John Radcliffe Hospital, University of Oxford, Oxford, UK.
  • Bailey A; Translational Gastroenterology Unit, Experimental Medicine Div., John Radcliffe Hospital, University of Oxford, Oxford, UK; Oxford NIHR Biomedical Research Centre, Oxford, UK.
  • Braden B; Translational Gastroenterology Unit, Experimental Medicine Div., John Radcliffe Hospital, University of Oxford, Oxford, UK; Oxford NIHR Biomedical Research Centre, Oxford, UK.
  • East JE; Translational Gastroenterology Unit, Experimental Medicine Div., John Radcliffe Hospital, University of Oxford, Oxford, UK; Oxford NIHR Biomedical Research Centre, Oxford, UK.
  • Rittscher J; Institute of Biomedical Engineering and Big Data Institute, Old Road Campus, University of Oxford, Oxford, UK.
Med Image Anal ; 70: 102002, 2021 05.
Article en En | MEDLINE | ID: mdl-33657508
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Texto completo: 1 Colección: 01-internacional Asunto principal: Artefactos / Aprendizaje Profundo Tipo de estudio: Diagnostic_studies Límite: Humans Idioma: En Revista: Med Image Anal Asunto de la revista: DIAGNOSTICO POR IMAGEM Año: 2021 Tipo del documento: Article
Texto completo
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Texto completo: 1 Colección: 01-internacional Asunto principal: Artefactos / Aprendizaje Profundo Tipo de estudio: Diagnostic_studies Límite: Humans Idioma: En Revista: Med Image Anal Asunto de la revista: DIAGNOSTICO POR IMAGEM Año: 2021 Tipo del documento: Article