Alexander Katzmann

According to our database, Alexander Katzmann authored at least 6 papers between 2014 and 2021.

Collaborative distances:

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

2021

Explaining clinical decision support systems in medical imaging using cycle-consistent activation maximization.

Alexander Katzmann, Oliver Taubmann, Stephen Ahmad, Alexander Mühlberg, Michael Sühling, Horst-Michael Groß

Neurocomputing, 2021

2020

Deep Random Forests for Small Sample Size Prediction with Medical Imaging Data.

Alexander Katzmann, Alexander Muehlberg, Michael Sühling, Dominik Nörenberg, Julian Walter Holch, Horst-Michael Gross

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019

Computed Tomography Image-Based Deep Survival Regression for Metastatic Colorectal Cancer Using a Non-proportional Hazards Model.

Alexander Katzmann, Alexander Mühlberg, Michael Sühling, Dominik Nörenberg, Stefan Maurus, Julian Walter Holch, Volker Heinemann, Horst-Michael Groß

Proceedings of the Predictive Intelligence in Medicine - Second International Workshop, 2019

Deep Metamemory - A Generic Framework for Stabilized One-Shot Confidence Estimation in Deep Neural Networks and its Application on Colorectal Cancer Liver Metastases Growth Prediction.

Alexander Katzmann, Alexander Mühlberg, Michael Sühling, Dominik Nörenberg, Horst-Michael Groß

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018

TumorEncode - Deep Convolutional Autoencoder for Computed Tomography Tumor Treatment Assessment.

Alexander Katzmann, Alexander Mühlberg, Michael Sühling, Dominik Nörenberg, Julian Walter Holch, Horst-Michael Groß

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2014

Mobile Assessment Tools.

Karsten Henke, Klaus Debes, Heinz-Dietrich Wuttke, Alexander Katzmann

Int. J. Recent Contributions Eng. Sci. IT, 2014