Guido Sauter

According to our database, Guido Sauter authored at least 4 papers between 2019 and 2021.

Collaborative distances:

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

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