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A deep learning system for detection of early Barrett's neoplasia: a model development and validation study.
Fockens KN, Jong MR, Jukema JB, Boers TGW, Kusters CHJ, van der Putten JA, Pouw RE, Duits LC, Montazeri NSM, van Munster SN, Weusten BLAM, Alvarez Herrero L, Houben MHMG, Nagengast WB, Westerhof J, Alkhalaf A, Mallant-Hent RC, Scholten P, Ragunath K, Seewald S, Elbe P, Baldaque-Silva F, Barret M, Ortiz Fernández-Sordo J, Villarejo GM, Pech O, Beyna T, van der Sommen F, de With PH, de Groof AJ, Bergman JJ; Barrett's Oesophagus Imaging for Artificial Intelligence (BONS-AI) consortium. Fockens KN, et al. Among authors: jukema jb. Lancet Digit Health. 2023 Dec;5(12):e905-e916. doi: 10.1016/S2589-7500(23)00199-1. Lancet Digit Health. 2023. PMID: 38000874 Free article.
Computer-aided diagnosis improves characterization of Barrett's neoplasia by general endoscopists (with video).
Jukema JB, Kusters CHJ, Jong MR, Fockens KN, Boers T, van der Putten JA, Pouw RE, Duits LC, Weusten BLAM, Herrero LA, Houben MHMG, Nagengast WB, Westerhof J, Alkhalaf A, Mallant-Hent R, Scholten P, Ragunath K, Seewald S, Elbe P, Silva FB, Barret M, Ortiz Fernández-Sordo J, Moral Villarejo G, Pech O, Beyna T, Montazeri NSM, der Sommen FV, de With PH, de Groof AJ, Bergman JJ; BONS-AI consortium. Jukema JB, et al. Gastrointest Endosc. 2024 Oct;100(4):616-625.e8. doi: 10.1016/j.gie.2024.04.013. Epub 2024 Apr 16. Gastrointest Endosc. 2024. PMID: 38636819 Free article.
GastroNet-5M: A Multicenter Dataset for Developing Foundation Models in Gastrointestinal Endoscopy.
Jong MR, Boers TGW, Fockens KN, Jukema JB, Kusters CHJ, Jaspers TJM, van Eijck van Heslinga RAH, Slooter FC, Struyvenberg MR, Bisschops R, van der Putten JA, de With PHN, van der Sommen F, de Groof AJ, Bergman JJGHM; Barrett's Oesophagus Imaging for Artificial Intelligence (BONS-AI) Consortium. Jong MR, et al. Among authors: jukema jb. Gastroenterology. 2025 Jul 30:S0016-5085(25)05797-X. doi: 10.1053/j.gastro.2025.07.030. Online ahead of print. Gastroenterology. 2025. PMID: 40749857 Free article.
Challenges in Implementing Endoscopic Artificial Intelligence: The Impact of Real-World Imaging Conditions on Barrett's Neoplasia Detection.
Jong MR, Jaspers TJM, Kusters CHJ, Jukema JB, van Eijck van Heslinga RAH, Fockens KN, Boers TGW, Visser LS, van der Putten JA, van der Sommen F, de With PH, de Groof AJ, Bergman JJ; BONS‐AI consortium. Jong MR, et al. Among authors: jukema jb. United European Gastroenterol J. 2025 Jul;13(6):929-937. doi: 10.1002/ueg2.12760. Epub 2025 Mar 21. United European Gastroenterol J. 2025. PMID: 40116287 Free PMC article.
Towards a robust and compact deep learning system for primary detection of early Barrett's neoplasia: Initial image-based results of training on a multi-center retrospectively collected data set.
Fockens KN, Jukema JB, Boers T, Jong MR, van der Putten JA, Pouw RE, Weusten BLAM, Alvarez Herrero L, Houben MHMG, Nagengast WB, Westerhof J, Alkhalaf A, Mallant R, Ragunath K, Seewald S, Elbe P, Barret M, Ortiz Fernández-Sordo J, Pech O, Beyna T, van der Sommen F, de With PH, de Groof AJ, Bergman JJ. Fockens KN, et al. Among authors: jukema jb. United European Gastroenterol J. 2023 May;11(4):324-336. doi: 10.1002/ueg2.12363. Epub 2023 Apr 24. United European Gastroenterol J. 2023. PMID: 37095718 Free PMC article.
The use of a real-time computer-aided detection system for visible lesions in the Barrett's esophagus during live endoscopic procedures: a pilot study (with video).
Fockens KN, Jukema JB, Jong MR, Boers T, van der Putten JA, Kusters CHJ, Pouw RE, Duits LC, van der Sommen F, de With PH, de Groof AJ, Bergman JJ; BONS-AI consortium. Fockens KN, et al. Among authors: jukema jb. Gastrointest Endosc. 2024 Sep;100(3):527-531.e3. doi: 10.1016/j.gie.2024.04.011. Epub 2024 Apr 9. Gastrointest Endosc. 2024. PMID: 38604297 Free article.
Comparison of graphic user interfaces for computer-aided detection in Barrett's neoplasia.
Jukema JB, Jong MR, Kusters CHJ, van Eyck van Heslinga R, Boers TGW, Jaspers TJM, Fockens KN, van der Putten JA, Pouw RE, Duits LC, van der Sommen F, de With PH, de Groof AJ, Bergman JJ; BONS-AI Consortium. Jukema JB, et al. Gastrointest Endosc. 2025 Nov;102(5):662-670. doi: 10.1016/j.gie.2025.02.040. Epub 2025 Feb 28. Gastrointest Endosc. 2025. PMID: 40024289 Free article.
16 results