A multisystem-compatible deep learning-based algorithm for detection and characterization of angiectasias in small-bowel capsule endoscopy. A proof-of-concept study.

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作者： Charles,Houdeville ^[1] ; Marc,Souchaud ^[2] ; Romain,Leenhardt ^[3] ; Hanneke,Beaumont ^[4] ; Robert,Benamouzig ^[5] ; Mark,McAlindon ^[6] ; Sylvie,Grimbert ^[7] ; Dominique,Lamarque ^[8] ; Richard,Makins ^[9] ; Jean-Christophe,Saurin ^[10] ; Aymeric,Histace ^[2] ; Xavier,Dray ^[11]

作者单位： Sorbonne Université, Centre d'Endoscopie Digestive, Hôpital Saint-Antoine, APHP, Paris, France. ^[1] ETIS UMR 8051 (CY Paris Cergy University, ENSEA, CNRS), Cergy, France. ^[2] Sorbonne Université, Centre d'Endoscopie Digestive, Hôpital Saint-Antoine, APHP, Paris, France; ETIS UMR 8051 (CY Paris Cergy University, ENSEA, CNRS), Cergy, France. ^[3] Amsterdam Universitair Medische Centra, Amsterdam, Netherlands. ^[4] Department of Hepato-gastroenterology, Hôpital Avicenne, APHP, Bobigny, France. ^[5] Royal Hallamshire Hospital, Sheffield Teaching Hospitals, Sheffield, United Kingdom. ^[6] Department of Hepato-gastroenterology, Groupe hospitalier Diaconesses Croix Saint Simon, Paris, France. ^[7] Université de Versailles St-Quentin en Yvelines, Service d'Hépato-Gastroentérologie, Hôpital Ambroise Paré, France. ^[8] Cheltenham General Hospital, Cheltenham, Gloucestershire, United Kingdom. ^[9] Department of Hepato-gastroenterology, E. Herriot Hospital, Hospices civils de Lyon, Lyon, France. ^[10] Sorbonne Université, Centre d'Endoscopie Digestive, Hôpital Saint-Antoine, APHP, Paris, France; ETIS UMR 8051 (CY Paris Cergy University, ENSEA, CNRS), Cergy, France. Electronic address: xavier.dray@aphp.fr. ^[11]

关键词 Artificial intelligence Capsule endoscopy Deep learning Small bowel

主题词血管发育不良(Angiodysplasia);胶囊内窥镜检查(Capsule Endoscopy);人类(Humans);小肠(Intestine, Small)

DOI 10.1016/j.dld.2021.08.026

PMID 34563469

发布时间 2022-02-08

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