Multi-stage domain-specific pretraining for improved detection and localization of Barrett's neoplasia: A comprehensive clinically validated study.

van der Putten, Joost; de Groof, Jeroen; Struyvenberg, Maarten; Boers, Tim; Fockens, Kiki; Curvers, Wouter; Schoon, Erik; Bergman, Jacques; van der Sommen, Fons; de With, Peter H N

van der Putten, Joost; de Groof, Jeroen; Struyvenberg, Maarten; Boers, Tim; Fockens, Kiki; Curvers, Wouter; Schoon, Erik; Bergman, Jacques; van der Sommen, Fons; de With, Peter H N.

Afiliación

van der Putten J; Eindhoven University of Technology, VCA Group, Eindhoven, The Netherlands. Electronic address: j.a.v.d.putten@tue.nl.
de Groof J; Amsterdam University Medical Center, Gastroenterology and Hepotology, Amsterdam, The Netherlands.
Struyvenberg M; Amsterdam University Medical Center, Gastroenterology and Hepotology, Amsterdam, The Netherlands.
Boers T; Eindhoven University of Technology, VCA Group, Eindhoven, The Netherlands.
Fockens K; Amsterdam University Medical Center, Gastroenterology and Hepotology, Amsterdam, The Netherlands.
Curvers W; Catharina Hospital, Gastroenterology and Hepotology, Eindhoven, The Netherlands.
Schoon E; Catharina Hospital, Gastroenterology and Hepotology, Eindhoven, The Netherlands.
Bergman J; Amsterdam University Medical Center, Gastroenterology and Hepotology, Amsterdam, The Netherlands.
van der Sommen F; Eindhoven University of Technology, VCA Group, Eindhoven, The Netherlands.
de With PHN; Eindhoven University of Technology, VCA Group, Eindhoven, The Netherlands.

Artif Intell Med ; 107: 101914, 2020 07.

Article en En | MEDLINE | ID: mdl-32828453

Asunto(s)

Adenocarcinoma; Esófago de Barrett; Neoplasias Esofágicas; Esófago de Barrett/diagnóstico; Neoplasias Esofágicas/diagnóstico; Esofagoscopía; Humanos; Proyectos Piloto

Palabras clave

Barrett's Esophagus; Clinical validation; Computer-aided detection; Deep learning

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Esófago de Barrett / Neoplasias Esofágicas / Adenocarcinoma Tipo de estudio: Diagnostic_studies / Guideline / Prognostic_studies / Screening_studies Límite: Humans Idioma: En Revista: Artif Intell Med Asunto de la revista: INFORMATICA MEDICA Año: 2020 Tipo del documento: Article Pais de publicación: Países Bajos

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