| Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy S Ali, M Dmitrieva, N Ghatwary, S Bano, G Polat, A Temizel, A Krenzer, ... Medical image analysis 70, 102002, 2021 | 110 | 2021 |
| A real-time polyp-detection system with clinical application in colonoscopy using deep convolutional neural networks A Krenzer, M Banck, K Makowski, A Hekalo, D Fitting, J Troya, ... Journal of imaging 9 (2), 26, 2023 | 28 | 2023 |
| Biomedical image analysis competitions: The state of current participation practice M Eisenmann, A Reinke, V Weru, MD Tizabi, F Isensee, TJ Adler, ... arXiv preprint arXiv:2212.08568, 2022 | 23 | 2022 |
| Automated classification of polyps using deep learning architectures and few-shot learning A Krenzer, S Heil, D Fitting, S Matti, WG Zoller, A Hann, F Puppe BMC Medical Imaging 23 (1), 59, 2023 | 18 | 2023 |
| Fast machine learning annotation in the medical domain: a semi-automated video annotation tool for gastroenterologists A Krenzer, K Makowski, A Hekalo, D Fitting, J Troya, WG Zoller, A Hann, ... BioMedical Engineering OnLine 21 (1), 33, 2022 | 16 | 2022 |
| A video based benchmark data set (ENDOTEST) to evaluate computer-aided polyp detection systems D Fitting, A Krenzer, J Troya, M Banck, B Sudarevic, M Brand, W Böck, ... Scandinavian Journal of Gastroenterology 57 (11), 1397-1403, 2022 | 12 | 2022 |
| Development and evaluation of a deep learning model to improve the usability of polyp detection systems during interventions M Brand, J Troya, A Krenzer, Z Saßmannshausen, WG Zoller, A Meining, ... United European Gastroenterology Journal 10 (5), 477-484, 2022 | 10 | 2022 |
| Endoscopic Detection And Segmentation Of Gastroenterological Diseases With Deep Convolutional Neural Networks. A Krenzer, A Hekalo, F Puppe EndoCV@ ISBI, 58-63, 2020 | 10 | 2020 |
| Frame-by-frame analysis of a commercially available artificial intelligence polyp detection system in full-length colonoscopies M Brand, J Troya, A Krenzer, C De Maria, N Mehlhase, S Götze, B Walter, ... Digestion 103 (5), 378-385, 2022 | 9 | 2022 |
| Augmented Intelligence for Quality Control of Manual Assembly Processes using Industrial Wearable Systems. A Krenzer, N Stein, M Griebel, C Flath ICIS, 2019 | 9 | 2019 |
| Pilot study of a new freely available computer-aided polyp detection system in clinical practice TJ Lux, M Banck, Z Saßmannshausen, J Troya, A Krenzer, D Fitting, ... International Journal of Colorectal Disease 37 (6), 1349-1354, 2022 | 8 | 2022 |
| New concept for colonoscopy including side optics and artificial intelligence J Troya, A Krenzer, K Flisikowski, B Sudarevic, M Banck, A Hann, F Puppe, ... Gastrointestinal Endoscopy 95 (4), 794-798, 2022 | 7 | 2022 |
| A translational pathway of deep learning methods in gastrointestinal endoscopy S Ali, M Dmitrieva, N Ghatwary, S Bano, G Polat, A Temizel, A Krenzer, ... arXiv preprint arXiv:2010.06034 5 (6), 7, 2020 | 6 | 2020 |
| Direct comparison of multiple computer-aided polyp detection systems J Troya, B Sudarevic, A Krenzer, M Banck, M Brand, BM Walter, F Puppe, ... Endoscopy 56 (01), 63-69, 2024 | 3 | 2024 |
| Semi-automated machine learning video annotation for gastroenterologists A Krenzer, K Makowski, A Hekalo, F Puppe Public Health and Informatics, 484-485, 2021 | 3 | 2021 |
| Accuracy of the fluorescence-aided identification technique (FIT) for detecting residual composite remnants after trauma splint removal—a laboratory study E Magni, W Leontiev, S Soliman, C Dettwiler, C Klein, G Krastl, R Weiger, ... Applied Sciences 12 (19), 10054, 2022 | 2 | 2022 |
| Künstliche Intelligenz zur Detektion von Kolonpolypen-eine systematische Aufarbeitung relevanter Faktoren M Brand, JS Troya, A Krenzer, C De Maria, N Mehlhase, B Walter, ... Zeitschrift für Gastroenterologie 58 (08), PKV 33, 2020 | 1 | 2020 |
| Bigger Networks are not Always Better: Deep Convolutional Neural Networks for Automated Polyp Segmentation. A Krenzer, F Puppe MediaEval, 2020 | 1 | 2020 |
| Argumentation effect of a chatbot for ethical discussions about autonomous AI scenarios C Hauptmann, A Krenzer, J Völkel, F Puppe Knowledge and Information Systems, 1-31, 2024 | | 2024 |
| A Comparative Study of Video-Based Analysis Using Machine Learning for Polyp Classification A Krenzer, F Puppe KI 2023: Advances in Artificial Intelligence: 46th German Conference on AI …, 2023 | | 2023 |
