Guido Sauter

According to our database, Guido Sauter authored at least 6 papers between 2019 and 2026.

Collaborative distances:

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

2026

A systematic analysis of the impact of data variation on AI-based histopathological grading of prostate cancer.

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

Medical Image Anal., 2026

On the power and limits of foundation model image embeddings for privacy-preserving federated learning.

Jens Johann Georg Lohmann, Anja Witte, Andreas Maier, Christina Caroline Saak, Guido Sauter, Marina Zimmermann, Stefan Bonn, Jan Baumbach

Array, 2026

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

2019

Hyperparameter optimization for image analysis: application to prostate tissue images and live cell data of virus-infected cells.

Christian Ritter, Thomas Wollmann, Patrick Bernhard, Manuel Gunkel, Delia M. Braun, Ji Young Lee, Jan Meiners, Ronald Simon, Guido Sauter, Holger Erfle, Karsten Rippe, Ralf Bartenschlager, Karl Rohr

Int. J. Comput. Assist. Radiol. Surg., 2019

Black-Box Hyperparameter Optimization for Nuclei Segmentation in Prostate Tissue Images.

Thomas Wollmann, Patrick Bernhard, Manuel Gunkel, Delia M. Braun, Jan Meiners, Ronald Simon, Guido Sauter, Holger Erfle, Karsten Rippe, Karl Rohr

Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019