| Visual speech recognition using PCA networks and LSTMs in a tandem GMM-HMM system M Zimmermann, M Mehdipour Ghazi, HK Ekenel, JP Thiran Computer Vision–ACCV 2016 Workshops: ACCV 2016 International Workshops …, 2017 | 49 | 2017 |
| Deep learning–based molecular morphometrics for kidney biopsies M Zimmermann, M Klaus, MN Wong, AK Thebille, L Gernhold, C Kuppe, ... JCI insight 6 (7), 2021 | 45 | 2021 |
| Expansion-enhanced super-resolution radial fluctuations enable nanoscale molecular profiling of pathology specimens D Kylies, M Zimmermann, F Haas, M Schwerk, M Kuehl, M Brehler, ... Nature Nanotechnology 18 (4), 336-342, 2023 | 17 | 2023 |
| Towards Explainable End-to-End Prostate Cancer Relapse Prediction from H&E Images Combining Self-Attention Multiple Instance Learning with a Recurrent Neural Network E Dietrich, P Fuhlert, A Ernst, G Sauter, M Lennartz, HS Stiehl, ... Machine Learning for Health, 38-53, 2021 | 9 | 2021 |
| Combining multiple views for visual speech recognition M Zimmermann, MM Ghazi, HK Ekenel, JP Thiran Proc. The 14th International Conference on Auditory-Visual Speech Processing …, 2017 | 7 | 2017 |
| DeePSC: A Deep Learning Model for Automated Diagnosis of Primary Sclerosing Cholangitis at Two-dimensional MR Cholangiopancreatography H Ragab, F Westhaeusser, A Ernst, J Yamamura, P Fuhlert, ... Radiology: Artificial Intelligence 5 (3), e220160, 2023 | 3 | 2023 |
| Deep learning-based bias transfer for overcoming laboratory differences of microscopic images AK Thebille, E Dietrich, M Klaus, L Gernhold, M Lennartz, C Kuppe, ... Medical Image Understanding and Analysis: 25th Annual Conference, MIUA 2021 …, 2021 | 3 | 2021 |
| Visual speech recognition: from traditional to deep learning frameworks M Zimmermann EPFL, 2018 | 3 | 2018 |
| Podocyte exopher-formation as a novel pathomechanism in membranous nephropathy C Meyer-Schwesinger, K Lahme, W Sachs, S Frömbing, M Brehler, ... | | 2024 |
| KI-gestützte Diagnostik der primär sklerosierenden Cholangitis anhand der 2D-MRCP H Ragab, F Westhäußer, A Ernst, J Yamamura, P Fuhlert, M Zimmermann, ... RöFo-Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden …, 2024 | | 2024 |
| Robust, credible, and interpretable AI-based histopathological prostate cancer grading F Westhaeusser, P Fuhlert, E Dietrich, M Lennartz, R Khatri, N Kaiser, ... medRxiv, 2024.07. 09.24310082, 2024 | | 2024 |
| Podocyte exopher-formation as a novel pathomechanism in membranous nephropathy K Lahme, W Sachs, S Froembling, M Brehler, D Loreth, K Surmann, ... bioRxiv, 2024.04. 04.588146, 2024 | | 2024 |
| RADR: A Robust Domain-Adversarial-based Framework for Automated Diabetic Retinopathy Severity Classification SM Monedero, F Westhaeusser, E Yaghoubi, S Frintrop, M Zimmermann Proceedings of Machine Learning Research–nnn 1, 14, 2024 | | 2024 |
| 3D Spectral Nonrigid Registration of Facial Expression Scans GL Cuendet, CRJ Ecabert, M Zimmermann, HK Ekenel, JP Thiran IEEE Transactions on Visualization and Computer Graphics, 2017 | | 2017 |
| Multi-level modelling of highway traffic E Froustey, R Vultur, M Zimmermann | | 2012 |
