Marina Zimmermann

According to our database, Marina Zimmermann authored at least 5 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

RADR: A Robust Domain-Adversarial-based Framework for Automated Diabetic Retinopathy Severity Classification.

Sara Mínguez Monedero, Fabian Westhaeusser, Ehsan Yaghoubi, Simone Frintrop, Marina Zimmermann

Proceedings of the Medical Imaging with Deep Learning, 3-5 July 2024, Paris, France., 2024

2021

Towards Explainable End-to-End Prostate Cancer Relapse Prediction from H&E Images Combining Self-Attention Multiple Instance Learning with a Recurrent Neural Network.

Esther Dietrich, Patrick Fuhlert, Anne Ernst, Guido Sauter, Maximilian Lennartz, H. Siegfried Stiehl, Marina Zimmermann, Stefan Bonn

Proceedings of the Machine Learning for Health, 2021

Deep Learning-Based Bias Transfer for Overcoming Laboratory Differences of Microscopic Images.

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

Proceedings of the Medical Image Understanding and Analysis - 25th Annual Conference, 2021

2017

Combining Multiple Views for Visual Speech Recognition.

Marina Zimmermann, Mostafa Mehdipour-Ghazi, Hazim Kemal Ekenel, Jean-Philippe Thiran

Proceedings of the 14th International Conference on Auditory-Visual Speech Processing, 2017

2016

Visual Speech Recognition Using PCA Networks and LSTMs in a Tandem GMM-HMM System.

Marina Zimmermann, Mostafa Mehdipour-Ghazi, Hazim Kemal Ekenel, Jean-Philippe Thiran

Proceedings of the Computer Vision - ACCV 2016 Workshops, 2016