A deep learning system for detection of early Barrett's neoplasia: a model development and validation study.

Autor: Fockens KN; Department of Gastroenterology and Hepatology, Amsterdam Gastroenterology, Endocrinology and Metabolism, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands., Jong MR; Department of Gastroenterology and Hepatology, Amsterdam Gastroenterology, Endocrinology and Metabolism, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands., Jukema JB; Department of Gastroenterology and Hepatology, Amsterdam Gastroenterology, Endocrinology and Metabolism, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands., Boers TGW; Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, Netherlands., Kusters CHJ; Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, Netherlands., van der Putten JA; Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, Netherlands., Pouw RE; Department of Gastroenterology and Hepatology, Amsterdam Gastroenterology, Endocrinology and Metabolism, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands., Duits LC; Department of Gastroenterology and Hepatology, Amsterdam Gastroenterology, Endocrinology and Metabolism, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands., Montazeri NSM; Biostatistics Unit, Department of Gastroenterology and Hepatology, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands., van Munster SN; Department of Gastroenterology and Hepatology, Amsterdam Gastroenterology, Endocrinology and Metabolism, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Department of Gastroenterology and Hepatology, St Antonius Hospital, Nieuwegein, Netherlands., Weusten BLAM; Department of Gastroenterology and Hepatology, UMC Utrecht, University of Utrecht, Utrecht, Netherlands; Department of Gastroenterology and Hepatology, St Antonius Hospital, Nieuwegein, Netherlands., Alvarez Herrero L; Department of Gastroenterology and Hepatology, St Antonius Hospital, Nieuwegein, Netherlands., Houben MHMG; Department of Gastroenterology and Hepatology, HagaZiekenhuis Den Haag, Den Haag, Netherlands., Nagengast WB; Department of Gastroenterology and Hepatology, UMC Groningen, University of Groningen, Groningen, Netherlands., Westerhof J; Department of Gastroenterology and Hepatology, UMC Groningen, University of Groningen, Groningen, Netherlands., Alkhalaf A; Department of Gastroenterology and Hepatology, Isala Hospital Zwolle, Zwolle, Netherlands., Mallant-Hent RC; Department of Gastroenterology and Hepatology, Flevoziekenhuis Almere, Almere, Netherlands., Scholten P; Department of Gastroenterology and Hepatology, Onze Lieve Vrouwe Gasthuis, Amsterdam, Netherlands., Ragunath K; Department of Gastroenterology and Hepatology, Royal Perth Hospital, Curtin University, Perth, WA, Australia., Seewald S; Department of Gastroenterology and Hepatology, Hirslanden Klinik, Zurich, Switzerland., Elbe P; Department of Digestive Diseases, Karolinska University Hospital, Stockholm, Sweden; Division of Surgery, Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Stockholm, Sweden., Baldaque-Silva F; Department of Digestive Diseases, Karolinska University Hospital, Stockholm, Sweden; Center for Advanced Endoscopy Carlos Moreira da Silva, Gastroenterology Department, Pedro Hispano Hospital, Matosinhos, Portugal., Barret M; Department of Gastroenterology and Hepatology, Cochin Hospital Paris, Paris, France., Ortiz Fernández-Sordo J; Department of Gastroenterology and Hepatology, Nottingham University Hospitals NHS Trust, Nottingham, UK., Villarejo GM; Department of Gastroenterology and Hepatology, Nottingham University Hospitals NHS Trust, Nottingham, UK., Pech O; Department of Gastroenterology and Hepatology, St John of God Hospital, Regensburg, Germany., Beyna T; Department of Gastroenterology and Hepatology, Evangalisches Krankenhaus Düsseldorf, Düsseldorf, Germany., van der Sommen F; Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, Netherlands., de With PH; Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, Netherlands., de Groof AJ; Department of Gastroenterology and Hepatology, Amsterdam Gastroenterology, Endocrinology and Metabolism, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands., Bergman JJ; Department of Gastroenterology and Hepatology, Amsterdam Gastroenterology, Endocrinology and Metabolism, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands. Electronic address: j.j.bergman@amsterdamumc.nl.

Publikováno v: The Lancet. Digital health [Lancet Digit Health] 2023 Dec; Vol. 5 (12), pp. e905-e916.