DOMAIN-SPECIFIC PRETRAINING OF DEEP LEARNING SYSTEMS IN GASTROINTESTINAL ENDOSCOPY IMPROVES PERFORMANCE OVER CURRENT STATE-OF-THE-ART PRETRAINING METHODS

Kiki Fockens  ¹     Tim Boers  ²     Jelmer Jukema  ²     Martijn R. Jong  ²     Joost van der Putten  ²     Maarten Struyvenberg  ²     Roos E. Pouw  ²     Lucas Duits  ²     Bas L.A.M. Weusten  ³     Lorenza Alvarez Herrero  ³     Martin Houben  ⁴     Wouter B. Nagengast  ⁵     Jessie Westerhof  ⁵     Alaa Alkhalaf  ⁶     Rosalie C. Mallant-Hent  ⁷     Pieter Scholten  ⁸     Krish Ragunath  ⁹     Stefan Seewald  ¹⁰     Peter Elbe  ¹¹     Francisco Baldaque-Silva  ¹¹     Maximilien Barret  ¹²     Jacobo Ortiz-Fernández-Sordo  ¹³     Guiomar Moral  ¹³     Oliver Pech  ¹⁴     Torsten Beyna  ¹⁵     Fons van der Sommen  ¹⁵     Peter de With  ¹⁵     Jeroen de Groof  ¹⁵     Jacques J. Bergman  ^15    
1 Amsterdam UMC, Amsterdam, Netherlands
² Eindhoven University of Technology, Eindhoven, Netherlands
³ St Antonius Hospital, Nieuwegein, Netherlands
⁴ Haga Teaching Hospital, The Hague, Netherlands
⁵ UMCG, Groningen, Netherlands
⁶ Isala, Zwolle, Netherlands
⁷ Flevoziekenhuis, Almere, Netherlands
⁸ OLVG Amsterdam, Amsterdam, Netherlands
⁹ Queens Medical Centre Campus Nottingham University Hospitals, Nottingham, United Kingdom
¹⁰ GastroZentrum Hirslanden, Zurich, Switzerland
¹¹ Karolinska Institute, Stockholm, Sweden
¹² Cochin Hospital, Paris, France
¹³ Nottingham University Hospitals, Gastroenterology, Nottingham, United Kingdom
¹⁴ Krankenhaus Barmherzige Brüder Klinik für Gastroenterologie und Interventionelle Endoskopie - Klinik, Regensburg, Germany
¹⁵ Evangel. Krankenhaus Düsseldorf, Düsseldorf, Germany

Topic
Education & Training, Endoscopy

Session
Training and life of a young gastroenterologist

Conference
UEG Week 2023

Citation
United European Gastroenterology Journal 2023; 11 (Supplement 8)