| 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 | |
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Publication Personal Formatting |
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Artificial Intelligence-assisted colonoscopy and colorectal cancer screening: Where are we going? Spadaccini M, Troya J, Khalaf K, Facciorusso A, Maselli R, Hann A, Repici A. Dig Liver Dis. 2024 Jul;56(7):1148-1155. doi: 10.1016/j.dld.2024.01.203. Epub 2024 Mar 8.
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The Role of Specialized Instruments for Advanced Endoscopic Resections in Gastrointestinal Disease. Brand M, Fuchs KH, Troya J, Hann A, Meining A. Life (Basel). 2023 Nov 7;13(11):2177. doi: 10.3390/life13112177.
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Direct comparison of multiple computer-aided polyp detection systems. Troya J, Sudarevic B, Krenzer A, Banck M, Brand M, Walter BM, Puppe F, Zoller WG, Meining A, Hann A. Endoscopy. 2024 Jan;56(1):63-69. doi: 10.1055/a-2147-0571. Epub 2023 Aug 2.
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Preclinical Evaluation of a Microwave-Based Accessory Device for Colonoscopy in an In Vivo Porcine Model with Colorectal Polyps. Garrido A, Guardiola M, Neira LM, Sont R, Córdova H, Cuatrecasas M, Flisikowski K, Troya J, Sanahuja J, Winogrodzki T, Belda I, Meining A, Fernández-Esparrach G. Cancers (Basel). 2023 Jun 8;15(12):3122. doi: 10.3390/cancers15123122.
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New Concept of External and Independent Next-to-the-Scope Intraluminal Grasping Device (EINTS). Fuchs KH, Sudarevic B, Troya J, Hann A, Meining A. Chirurgia (Bucur). 2023 Apr;118(2):127-136. doi: 10.21614/chirurgia.2813.
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Artificial intelligence-based polyp size measurement in gastrointestinal endoscopy using the auxiliary waterjet as a reference. Sudarevic B, Sodmann P, Kafetzis I, Troya J, Lux TJ, Saßmannshausen Z, Herlod K, Schmidt SA, Brand M, Schöttker K, Zoller WG, Meining A, Hann A. Endoscopy. 2023 Sep;55(9):871-876. doi: 10.1055/a-2077-7398. Epub 2023 Apr 20.
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A Real-Time Polyp-Detection System with Clinical Application in Colonoscopy Using Deep Convolutional Neural Networks. Krenzer A, Banck M, Makowski K, Hekalo A, Fitting D, Troya J, Sudarevic B, Zoller WG, Hann A, Puppe F. J Imaging. 2023 Jan 24;9(2):26. doi: 10.3390/jimaging9020026.
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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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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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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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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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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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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 16.03.2024 |
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