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2011 1
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Page 1
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: de with p. 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.
Noise Reduction in CT Using Learned Wavelet-Frame Shrinkage Networks.
Zavala-Mondragon LA, Rongen P, Bescos JO, de With PHN, van der Sommen F. Zavala-Mondragon LA, et al. Among authors: de with phn. IEEE Trans Med Imaging. 2022 Aug;41(8):2048-2066. doi: 10.1109/TMI.2022.3154011. Epub 2022 Aug 1. IEEE Trans Med Imaging. 2022. PMID: 35201984
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: de with ph. Gastroenterology. 2020 Mar;158(4):915-929.e4. doi: 10.1053/j.gastro.2019.11.030. Epub 2019 Nov 22. Gastroenterology. 2020. PMID: 31759929
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: de with ph. 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.
57 results