Alexander Katzmann

12 papers B 1Journal 5Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
A robust sampling technique for realistic distribution simulation in federated learning.
Int. J. Comput. Assist. Radiol. Surg.
Robin Hoepp, Leonhard Rist, Alexander Katzmann, Raghavan Ashok, Andreas Wimmer, Michael Sühling, Andreas Maier
2026 — conf
Hybrid Vessel Wall Segmentation for Assisted Annotation in CT Angiography.
Bildverarbeitung für die Medizin
Jacopo Bracci, Alexander Katzmann, Leonhard Rist, Linda Vorberg, Michael Sühling, Andreas Maier
2025 — conf
An LLM-Based Active Assistant and Smart Manual for CT Imaging Workflows.
ELAMI@MICCAI
Zeinab Aliakbari Mamaghani, Linda Vorberg, Andreas K. Maier, Alexander Katzmann, Oliver Taubmann
2025 — conf
Scan-Do Attitude: Towards Autonomous CT Protocol Management Using a Large Language Model Agent.
Agentic AI/CREATE/Clinical MLLMs@MICCAI
Xingjian Kang, Linda Vorberg, Andreas K. Maier, Alexander Katzmann, Oliver Taubmann
2025 J jnl
Scan-do Attitude: Towards Autonomous CT Protocol Management using a Large Language Model Agent.
CoRR
Xingjian Kang, Linda Vorberg, Andreas Maier, Alexander Katzmann, Oliver Taubmann
2021 J jnl
Explaining clinical decision support systems in medical imaging using cycle-consistent activation maximization.
Neurocomputing
Alexander Katzmann, Oliver Taubmann, Stephen Ahmad, Alexander Mühlberg, Michael Sühling, Horst-Michael Groß
2020 — conf
Deep Random Forests for Small Sample Size Prediction with Medical Imaging Data.
ISBI
Alexander Katzmann, Alexander Muehlberg, Michael Sühling, Dominik Nörenberg, Julian Walter Holch, Horst-Michael Gross
2020 J jnl
Explaining Clinical Decision Support Systems in Medical Imaging using Cycle-Consistent Activation Maximization.
CoRR
Alexander Katzmann, Oliver Taubmann, Stephen Ahmad, Alexander Mühlberg, Michael Sühling, Horst-Michael Groß
2019 — conf
Computed Tomography Image-Based Deep Survival Regression for Metastatic Colorectal Cancer Using a Non-proportional Hazards Model.
PRIME@MICCAI
Alexander Katzmann, Alexander Mühlberg, Michael Sühling, Dominik Nörenberg, Stefan Maurus, Julian Walter Holch, Volker Heinemann, Horst-Michael Groß
2019 — conf
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
Alexander Katzmann, Alexander Mühlberg, Michael Sühling, Dominik Nörenberg, Horst-Michael Groß
2018 B conf
TumorEncode - Deep Convolutional Autoencoder for Computed Tomography Tumor Treatment Assessment.
IJCNN
Alexander Katzmann, Alexander Mühlberg, Michael Sühling, Dominik Nörenberg, Julian Walter Holch, Horst-Michael Groß
2014 J jnl
Mobile Assessment Tools.
Int. J. Recent Contributions Eng. Sci. IT
Karsten Henke, Klaus Debes, Heinz-Dietrich Wuttke, Alexander Katzmann