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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: boers tgw. 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 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
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.
Computed Tomography-Based Radiomics Using Tumor and Vessel Features to Assess Resectability in Cancer of the Pancreatic Head.
Litjens G, Broekmans JPEA, Boers T, Caballo M, van den Hurk MHF, Ozdemir D, van Schaik CJ, Janse MHA, van Geenen EJM, van Laarhoven CJHM, Prokop M, de With PHN, van der Sommen F, Hermans JJ. Litjens G, et al. Diagnostics (Basel). 2023 Oct 13;13(20):3198. doi: 10.3390/diagnostics13203198. Diagnostics (Basel). 2023. PMID: 37892019 Free PMC article.
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