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2017 2
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2019 2
2020 11
2021 4
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Page 1
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: struyvenberg mr. Gastroenterology. 2020 Mar;158(4):915-929.e4. doi: 10.1053/j.gastro.2019.11.030. Epub 2019 Nov 22. Gastroenterology. 2020. PMID: 31759929
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: struyvenberg m. 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.
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: struyvenberg m. 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.
Prospective development and validation of a volumetric laser endomicroscopy computer algorithm for detection of Barrett's neoplasia.
Struyvenberg MR, de Groof AJ, Fonollà R, van der Sommen F, de With PHN, Schoon EJ, Weusten BLAM, Leggett CL, Kahn A, Trindade AJ, Ganguly EK, Konda VJA, Lightdale CJ, Pleskow DK, Sethi A, Smith MS, Wallace MB, Wolfsen HC, Tearney GJ, Meijer SL, Vieth M, Pouw RE, Curvers WL, Bergman JJ. Struyvenberg MR, et al. Gastrointest Endosc. 2021 Apr;93(4):871-879. doi: 10.1016/j.gie.2020.07.052. Epub 2020 Jul 29. Gastrointest Endosc. 2021. PMID: 32735947 Free article.
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: struyvenberg m. 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.
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