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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. Gastroenterology. 2020 Mar;158(4):915-929.e4. doi: 10.1053/j.gastro.2019.11.030. Epub 2019 Nov 22. Gastroenterology. 2020. PMID: 31759929
Deep learning algorithm detection of Barrett's neoplasia with high accuracy during live endoscopic procedures: a pilot study (with video).
de Groof AJ, Struyvenberg MR, Fockens KN, van der Putten J, van der Sommen F, Boers TG, Zinger S, Bisschops R, de With PH, Pouw RE, Curvers WL, Schoon EJ, Bergman JJGHM. de Groof AJ, et al. Gastrointest Endosc. 2020 Jun;91(6):1242-1250. doi: 10.1016/j.gie.2019.12.048. Epub 2020 Jan 10. Gastrointest Endosc. 2020. PMID: 31926965
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: de groof j, de with phn. 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.
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.
Deep principal dimension encoding for the classification of early neoplasia in Barrett's Esophagus with volumetric laser endomicroscopy.
van der Putten J, Struyvenberg M, de Groof J, Scheeve T, Curvers W, Schoon E, Bergman JJGHM, de With PHN, van der Sommen F. van der Putten J, et al. Among authors: de groof j, de with phn. Comput Med Imaging Graph. 2020 Mar;80:101701. doi: 10.1016/j.compmedimag.2020.101701. Epub 2020 Jan 24. Comput Med Imaging Graph. 2020. PMID: 32044547 Free article.
63 results