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A computer-assisted algorithm for narrow-band imaging-based tissue characterization in Barrett's esophagus.
Struyvenberg MR, de Groof AJ, van der Putten J, van der Sommen F, Baldaque-Silva F, Omae M, Pouw R, Bisschops R, Vieth M, Schoon EJ, Curvers WL, de With PH, Bergman JJ. Struyvenberg MR, et al. Among authors: van der putten j. Gastrointest Endosc. 2021 Jan;93(1):89-98. doi: 10.1016/j.gie.2020.05.050. Epub 2020 Jun 3. Gastrointest Endosc. 2021. PMID: 32504696 Free article.
The Argos project: The development of a computer-aided detection system to improve detection of Barrett's neoplasia on white light endoscopy.
de Groof J, van der Sommen F, van der Putten J, Struyvenberg MR, Zinger S, Curvers WL, Pech O, Meining A, Neuhaus H, Bisschops R, Schoon EJ, de With PH, Bergman JJ. de Groof J, et al. Among authors: van der putten j, van der sommen f. United European Gastroenterol J. 2019 May;7(4):538-547. doi: 10.1177/2050640619837443. Epub 2019 Mar 6. United European Gastroenterol J. 2019. PMID: 31065371 Free PMC article.
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: van der putten j, van der sommen f. 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. Among authors: van der putten j, van der sommen f. 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
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: van der sommen f. 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.
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: van der putten j. 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.
Foundation models in gastrointestinal endoscopic AI: Impact of architecture, pre-training approach and data efficiency.
Boers TGW, Fockens KN, van der Putten JA, Jaspers TJM, Kusters CHJ, Jukema JB, Jong MR, Struyvenberg MR, de Groof J, Bergman JJ, de With PHN, van der Sommen F. Boers TGW, et al. Among authors: van der putten ja. Med Image Anal. 2024 Dec;98:103298. doi: 10.1016/j.media.2024.103298. Epub 2024 Aug 12. Med Image Anal. 2024. PMID: 39173410 Free article.
25 results