Adrian Krenzer, M. Sc.

University of Würzburg
Department for Artificial Intelligence
and Knowledge Systems
Am Hubland
D-97074 Würzburg
Room: B015
Phone: +49 931 / 31-84971
adrian.krenzer@uni-wuerzburg.de
Publications
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Künstliche Intelligenz zur Detektion von Kolonpolypen-Detaillierte Aufarbeitung relevanter Faktoren mittels Einzelbildanalyse. Brand, M; Troya, J; Krenzer, A; Mehlhase, N; Walter, B; Meining, A; Hann, A in Zeitschrift für Gastroenterologie (2021). 59(08) A–327.
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Entwicklung des Polypendetektionssystems ENDOMIND und Vergleich mit einem kommerziell erhältlichen CADe System. Fitting, D; Krenzer, A; Troya, J; Böck, W; Meining, A; Alexander, H; others in Zeitschrift für Gastroenterologie (2021). 59(08) A–325.
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Fast Machine Learning Annotation in the Medical Domain: A Semi-Automated Video Annotation Tool for Gastroenterologists. Krenzer, Adrian; Makowski, Kevin; Hekalo, Amar; Fitting, Daniel; Troya, Joel; Zoller, Wolfram G; Hann, Alexander; Puppe, Frank (2021).
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Semi-Automated Machine Learning Video Annotation for Gastroenterologists. Krenzer, Adrian; Makowski, Kevin; Hekalo, Amar; Puppe, Frank in Studies in health technology and informatics (2021). 281 484–485.
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Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy. Ali, Sharib; Dmitrieva, Mariia; Ghatwary, Noha; Bano, Sophia; Polat, Gorkem; Temizel, Alptekin; Krenzer, Adrian; Hekalo, Amar; Guo, Yun Bo; Matuszewski, Bogdan; others in Medical image analysis (2021). 70 102002.
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Künstliche Intelligenz zur Detektion von Kolonpolypen-eine systematische Aufarbeitung relevanter Faktoren. Brand, M; Troya, JS; Krenzer, A; De Maria, C; Mehlhase, N; Walter, B; Meining, A; Hann, A in Zeitschrift für Gastroenterologie (2020). 58(08) PKV–33.
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Bigger Networks are not Always Better: Deep Convolutional Neural Networks for Automated Polyp Segmentation. Krenzer, Adrian; Frank, Puppe (2020).
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Endoscopic Detection and Segmentation of Gastroenterological Diseases with Deep Convolutional Neural Networks Krenzer, Adrian; Hekalo, Amar; Puppe, Frank (S. Ali; C. Daul; J. Rittscher; D. Stoyanov; E. Grisan, reds.) (2020). (Vol. 2595) CEUR-WS.
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Augmented Intelligence for Quality Control of Manual Assembly Processes using Industrial Wearable Systems. Krenzer, Adrian; Stein, Nikolai; Griebel, Matthias; Flath, Christoph (2019).
Teaching
Term | Course |
Summer 2020 | Softwaretechnik |
Winter 2020/2021 | Künstliche Intelligenz II |
Summer 2021 | Softwaretechnik |