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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: boers t. 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.
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
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: boers t. 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. Among authors: boers t. 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. Among authors: boers t. Diagnostics (Basel). 2023 Oct 13;13(20):3198. doi: 10.3390/diagnostics13203198. Diagnostics (Basel). 2023. PMID: 37892019 Free PMC 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. 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.
19 results