Alexander Katzmann

Publication Activity (10 Years)

Years Active: 2014-2021
Publications (10 Years): 6

Top Topics

Medical Imaging

Proportional Hazards Model

Clinical Decision Support Systems

Computed Tomography

Top Venues

Int. J. Recent Contributions Eng. Sci. IT

Publications

Alexander Katzmann, Oliver Taubmann, Stephen Ahmad, Alexander Mühlberg, Michael Sühling, Horst-Michael Groß
Explaining clinical decision support systems in medical imaging using cycle-consistent activation maximization. Neurocomputing 458 (2021)
Alexander Katzmann, Alexander Muehlberg, Michael Sühling, Dominik Nörenberg, Julian Walter Holch, Horst-Michael Gross
Deep Random Forests for Small Sample Size Prediction with Medical Imaging Data. ISBI (2020)
Alexander Katzmann, Oliver Taubmann, Stephen Ahmad, Alexander Mühlberg, Michael Sühling, Horst-Michael Groß
Explaining Clinical Decision Support Systems in Medical Imaging using Cycle-Consistent Activation Maximization. CoRR (2020)
Alexander Katzmann, Alexander Mühlberg, Michael Sühling, Dominik Nörenberg, Horst-Michael Groß
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. ISBI (2019)
Alexander Katzmann, Alexander Mühlberg, Michael Sühling, Dominik Nörenberg, Stefan Maurus, Julian Walter Holch, Volker Heinemann, Horst-Michael Groß
Computed Tomography Image-Based Deep Survival Regression for Metastatic Colorectal Cancer Using a Non-proportional Hazards Model. PRIME@MICCAI (2019)
Alexander Katzmann, Alexander Mühlberg, Michael Sühling, Dominik Nörenberg, Julian Walter Holch, Horst-Michael Groß
TumorEncode - Deep Convolutional Autoencoder for Computed Tomography Tumor Treatment Assessment. IJCNN (2018)
Karsten Henke, Klaus Debes, Heinz-Dietrich Wuttke, Alexander Katzmann
Mobile Assessment Tools. Int. J. Recent Contributions Eng. Sci. IT 2 (3) (2014)