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
Martijn R. Jong
Joost van der Putten
Maarten Struyvenberg
Roos E. Pouw
Lucas Duits
Bas L.A.M. Weusten 3
Lorenza Alvarez Herrero
Martin Houben 4
Wouter B. Nagengast 5
Jessie Westerhof
Alaa Alkhalaf 6
Rosalie C. Mallant-Hent 7
Pieter Scholten 8
Krish Ragunath 9
Stefan Seewald 10
Peter Elbe 11
Francisco Baldaque-Silva
Maximilien Barret 12
Jacobo Ortiz-Fernández-Sordo 13
Guiomar Moral
Oliver Pech 14
Torsten Beyna 15
Fons van der Sommen
Peter de With
Jeroen de Groof
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
Conference
UEG Week 2023
Citation
United European Gastroenterology Journal 2023; 11 (Supplement 8)
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