Name | Joel Troya |
Affiliation | Department of Internal Medicine II |
Street | Oberdürrbacher Str. 6 |
Zip Code | 97080 |
City | Würzburg |
Email | E-mail |
Telephone | |
Homepage | Homepage |
Section | Computing Siences & Systems Engineering |
Title of Thesis Project | Over the scope add-on-cap computer-aided system to improve the polyp detection rate in colonoscopy |
Primary Supervisor | Prof. Dr. Alexander Meining |
Member of Thesis Committee | Prof. Dr. Andreas Nüchter |
| Prof. Dr. Frank Puppe |
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Conference Contribution | |
Publication |
Frame-by-Frame Analysis of a Commercially Available Artificial Intelligence Polyp Detection System in Full-Length Colonoscopies. Brand M, Troya J, Krenzer A, De Maria C, Mehlhase N, Götze S, Walter B, Meining A, Hann A. Digestion. 2022;103(5):378-385. doi: 10.1159/000525345. Epub 2022 Jun 29.
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A video based benchmark data set (ENDOTEST) to evaluate computer-aided polyp detection systems. Fitting D, Krenzer A, Troya J, Banck M, Sudarevic B, Brand M, Böck W, Zoller WG, Rösch T, Puppe F, Meining A, Hann A. Scand J Gastroenterol. 2022 Nov;57(11):1397-1403. doi: 10.1080/00365521.2022.2085059. Epub 2022 Jun 14.
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Fast machine learning annotation in the medical domain: a semi-automated video annotation tool for gastroenterologists. Krenzer A, Makowski K, Hekalo A, Fitting D, Troya J, Zoller WG, Hann A, Puppe F. Biomed Eng Online. 2022 May 25;21(1):33. doi: 10.1186/s12938-022-01001-x.
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Pilot study of a new freely available computer-aided polyp detection system in clinical practice. Lux TJ, Banck M, Saßmannshausen Z, Troya J, Krenzer A, Fitting D, Sudarevic B, Zoller WG, Puppe F, Meining A, Hann A. Int J Colorectal Dis. 2022 Jun;37(6):1349-1354. doi: 10.1007/s00384-022-04178-8. Epub 2022 May 11.
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Development and evaluation of a deep learning model to improve the usability of polyp detection systems during interventions. Brand M, Troya J, Krenzer A, Saßmannshausen Z, Zoller WG, Meining A, Lux TJ, Hann A. United European Gastroenterol J. 2022 Jun;10(5):477-484. doi: 10.1002/ueg2.12235. Epub 2022 May 5.
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The influence of computer-aided polyp detection systems on reaction time for polyp detection and eye gaze. Troya J, Fitting D, Brand M, Sudarevic B, Kather JN, Meining A, Hann A. Endoscopy. 2022 Oct;54(10):1009-1014. doi: 10.1055/a-1770-7353. Epub 2022 Feb 14.
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New concept for colonoscopy including side optics and artificial intelligence. Troya J, Krenzer A, Flisikowski K, Sudarevic B, Banck M, Hann A, Puppe F, Meining A. Gastrointest Endosc. 2022 Apr;95(4):794-798. doi: 10.1016/j.gie.2021.12.003. Epub 2021 Dec 18.
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Current status and limitations of artificial intelligence in colonoscopy. Hann A, Troya J, Fitting D. United European Gastroenterol J. 2021 Jun;9(5):527-533. doi: 10.1002/ueg2.12108. Epub 2021 Jun 7.
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| Last update Publications 10.01.2023 |
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