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Aymeric Histace
Researcher at École nationale supérieure de l'électronique et de ses applications
Publications - 126
Citations - 1807
Aymeric Histace is an academic researcher from École nationale supérieure de l'électronique et de ses applications. The author has contributed to research in topics: Active contour model & Computer science. The author has an hindex of 14, co-authored 116 publications receiving 1126 citations. Previous affiliations of Aymeric Histace include University of Angers & Centre national de la recherche scientifique.
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CAD-CAP: a 25,000-image database serving the development of artificial intelligence for capsule endoscopy.
Romain Leenhardt,Cynthia Li,Jean-Philippe Le Mouel,Gabriel Rahmi,Jean Christophe Saurin,Franck Cholet,A. Boureille,Xavier Amiot,Michel Delvaux,Clotilde Duburque,Chloé Leandri,Romain Gerard,Stéphane Lecleire,Farida Mesli,Isabelle Nion-Larmurier,Olivier Romain,Sylvie Sacher-Huvelin,Camille Simon-Shane,Geoffroy Vanbiervliet,Philippe Marteau,Aymeric Histace,Xavier Dray,Xavier Dray +22 more
TL;DR: A large, multicenter database named CAD-CAP (Computer-Assessment for CAPsule Endoscopy, CAD- CAP) is described to serve the development of CAD tools for CE reading and has already been used for development of automated tools for angiectasia detection and also for two international challenges on medical computerized analysis.
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Artificial intelligence in small bowel capsule endoscopy - current status, challenges and future promise.
Xavier Dray,Xavier Dray,Dimitris K. Iakovidis,Charles Houdeville,Rodrigo Jover,Dimitris Diamantis,Aymeric Histace,Anastasios Koulaouzidis +7 more
TL;DR: It is still questioned whether artificial intelligence will enter the market with proprietary, built‐in or plug‐in software, or with a universal cloud‐based service, and how it will be accepted by physicians and patients.
Journal ArticleDOI
Establishing key research questions for the implementation of artificial intelligence in colonoscopy: a modified Delphi method.
Omer F. Ahmad,Yuichi Mori,Yuichi Mori,Masashi Misawa,Shin-ei Kudo,John T. Anderson,Jorge Bernal,Tyler M. Berzin,Raf Bisschops,Michael F. Byrne,Peng Jen Chen,James E. East,James E. East,Tom Eelbode,Daniel S. Elson,Suryakanth R. Gurudu,Aymeric Histace,William E. Karnes,Alessandro Repici,Rajvinder Singh,Pietro Valdastri,Michael B. Wallace,Pu Wang,Danail Stoyanov,Laurence Lovat,Laurence Lovat +25 more
TL;DR: This is the first reported international research priority setting exercise for AI in colonoscopy and the study findings should be used as a framework to guide future research with key stakeholders to accelerate the clinical implementation of AI in endoscopy.
Polyp Detection Benchmark in Colonoscopy Videos using GTCreator: A Novel Fully Configurable Tool for Easy and Fast Annotation of Image Databases
Jorge Bernal,Aymeric Histace,Marc Masana,Quentin Angermann,Cristina Sánchez-Montes,Cristina Rodríguez,Maroua Hammami,Ana García-Rodríguez,Henry Córdova,Olivier Romain,Gloria Fernández-Esparrach,Xavier Dray,Javier Sánchez +12 more
Journal ArticleDOI
Constructive action of noise for impulsive noise removal in scalar images
Aymeric Histace,David Rousseau +1 more
TL;DR: In this article, a nonlinear variational approach to remove impulsive noise in scalar images is proposed, which is based on the classical restoration process of Perona-Malik in which a Gaussian noise is purposely injected.