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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. 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.
Machine learning in GI endoscopy: practical guidance in how to interpret a novel field.
van der Sommen F, de Groof J, Struyvenberg M, van der Putten J, Boers T, Fockens K, Schoon EJ, Curvers W, de With P, Mori Y, Byrne M, Bergman JJGHM. van der Sommen F, et al. Among authors: fockens k. Gut. 2020 Nov;69(11):2035-2045. doi: 10.1136/gutjnl-2019-320466. Epub 2020 May 11. Gut. 2020. PMID: 32393540 Free PMC article. Review.
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. 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.
Toward improved endoscopic surveillance with multidiameter single fiber reflectance spectroscopy in patients with Barrett's esophagus.
Post AL, de Groof AJ, Zhang XU, Swager AF, Fockens KN, Pouw RE, Weusten BLAM, Faber DJ, de Bruin DM, Bergman JJGHM, van Leeuwen TG, Sterenborg HJCM, Curvers WL. Post AL, et al. Among authors: fockens kn. J Biophotonics. 2021 Apr;14(4):e202000351. doi: 10.1002/jbio.202000351. Epub 2021 Jan 31. J Biophotonics. 2021. PMID: 33410602
Multi-stage domain-specific pretraining for improved detection and localization of Barrett's neoplasia: A comprehensive clinically validated study.
van der Putten J, de Groof J, Struyvenberg M, Boers T, Fockens K, Curvers W, Schoon E, Bergman J, van der Sommen F, de With PHN. van der Putten J, et al. Among authors: fockens k. Artif Intell Med. 2020 Jul;107:101914. doi: 10.1016/j.artmed.2020.101914. Epub 2020 Jun 18. Artif Intell Med. 2020. PMID: 32828453 Free 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.
Fockens KN, Jukema JB, Jong MR, Boers T, van der Putten JA, Kusters CHJ, Pouw RE, Duits LC, Sommen FV, de With PH, de Groof AJ, Bergman JJ; BONS-AI consortium. Fockens KN, et al. Gastrointest Endosc. 2024 Apr 9:S0016-5107(24)00228-1. doi: 10.1016/j.gie.2024.04.011. Online ahead of print. Gastrointest Endosc. 2024. PMID: 38604297 Free article.
Deep-Learning System Detects Neoplasia in Patients With Barrett's Esophagus With Higher Accuracy Than Endoscopists in a Multistep Training and Validation Study With Benchmarking.
de Groof AJ, Struyvenberg MR, van der Putten J, van der Sommen F, Fockens KN, Curvers WL, Zinger S, Pouw RE, Coron E, Baldaque-Silva F, Pech O, Weusten B, Meining A, Neuhaus H, Bisschops R, Dent J, Schoon EJ, de With PH, Bergman JJ. de Groof AJ, et al. Among authors: fockens kn. Gastroenterology. 2020 Mar;158(4):915-929.e4. doi: 10.1053/j.gastro.2019.11.030. Epub 2019 Nov 22. Gastroenterology. 2020. PMID: 31759929
12 results