Marina Zimmermann

11 papers Journal 6Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
A systematic analysis of the impact of data variation on AI-based histopathological grading of prostate cancer.
Medical Image Anal.
Patrick Fuhlert, Fabian Westhaeusser, Esther Dietrich, Maximilian Lennartz, Robin Khatri, Nico Kaiser, Pontus Röbeck, Roman David Bülow, Saskia Von Stillfried, Anja Witte, Sam Ladjevardi, Anders Drotte, Peter Severgårdh, Jan Baumbach, Victor G. Puelles, Michael Häggman, Michael Brehler, Peter Boor, Peter Walhagen, Anca Dragomir, Christer Busch, Markus Graefen, Ewert Bengtsson, Guido Sauter, Marina Zimmermann, Stefan Bonn
2026 J jnl
On the power and limits of foundation model image embeddings for privacy-preserving federated learning.
Array
Jens Johann Georg Lohmann, Anja Witte, Andreas Maier, Christina Caroline Saak, Guido Sauter, Marina Zimmermann, Stefan Bonn, Jan Baumbach
2024 — conf
RADR: A Robust Domain-Adversarial-based Framework for Automated Diabetic Retinopathy Severity Classification.
MIDL
Sara Mínguez Monedero, Fabian Westhaeusser, Ehsan Yaghoubi, Simone Frintrop, Marina Zimmermann
2021 — conf
Deep Learning-Based Bias Transfer for Overcoming Laboratory Differences of Microscopic Images.
MIUA
Ann-Katrin Thebille, Esther Dietrich, Martin Klaus, Lukas Gernhold, Maximilian Lennartz, Christoph Kuppe, Rafael Kramann, Tobias B. Huber, Guido Sauter, Victor G. Puelles, Marina Zimmermann, Stefan Bonn
2021 J jnl
Deep learning-based bias transfer for overcoming laboratory differences of microscopic images.
CoRR
Ann-Katrin Thebille, Esther Dietrich, Martin Klaus, Lukas Gernhold, Maximilian Lennartz, Christoph Kuppe, Rafael Kramann, Tobias B. Huber, Guido Sauter, Victor G. Puelles, Marina Zimmermann, Stefan Bonn
2021 — conf
Towards Explainable End-to-End Prostate Cancer Relapse Prediction from H&E Images Combining Self-Attention Multiple Instance Learning with a Recurrent Neural Network.
ML4H@NeurIPS
Esther Dietrich, Patrick Fuhlert, Anne Ernst, Guido Sauter, Maximilian Lennartz, H. Siegfried Stiehl, Marina Zimmermann, Stefan Bonn
2021 J jnl
Towards Explainable End-to-End Prostate Cancer Relapse Prediction from H&E Images Combining Self-Attention Multiple Instance Learning with a Recurrent Neural Network.
CoRR
Esther Dietrich, Patrick Fuhlert, Anne Ernst, Guido Sauter, Maximilian Lennartz, H. Siegfried Stiehl, Marina Zimmermann, Stefan Bonn
2017 — conf
Combining Multiple Views for Visual Speech Recognition.
AVSP
Marina Zimmermann, Mostafa Mehdipour-Ghazi, Hazim Kemal Ekenel, Jean-Philippe Thiran
2017 J jnl
Combining Multiple Views for Visual Speech Recognition.
CoRR
Marina Zimmermann, Mostafa Mehdipour-Ghazi, Hazim Kemal Ekenel, Jean-Philippe Thiran
2017 J jnl
Visual Speech Recognition Using PCA Networks and LSTMs in a Tandem GMM-HMM System.
CoRR
Marina Zimmermann, Mostafa Mehdipour-Ghazi, Hazim Kemal Ekenel, Jean-Philippe Thiran
2016 — conf
Visual Speech Recognition Using PCA Networks and LSTMs in a Tandem GMM-HMM System.
ACCV Workshops (2)
Marina Zimmermann, Mostafa Mehdipour-Ghazi, Hazim Kemal Ekenel, Jean-Philippe Thiran