| 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 | 48 | 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 | 41 | 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, 1-7, 2023 | 7 | 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 | 7 | 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 |
| Visual speech recognition: from traditional to deep learning frameworks M Zimmermann EPFL, 2018 | 4 | 2018 |
| 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 |
| 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 | 1 | 2023 |
| RADR: A Robust Domain-Adversarial-based Framework for Automated Diabetic Retinopathy Severity Classification SM Monedero, F Westhaeusser, E Yaghoubi, S Frintrop, M Zimmermann Medical Imaging with Deep Learning, 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 |
