Matthaeus Stoehr

11 papers Journal 6Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Large language models with retrieval-augmented generation enhance expert modelling of Bayesian network for clinical decision support.
Int. J. Comput. Assist. Radiol. Surg.
Mario A. Cypko, Muhammad Agus Salim, Aditya Kumar, Leonard Berliner, Andreas Dietz, Matthaeus Stoehr, Oliver Amft
2022 J jnl
Clinical decision support models for oropharyngeal cancer treatment: design and evaluation of a multi-stage knowledge abstraction and formalization process.
Int. J. Comput. Assist. Radiol. Surg.
Jan Gaebel, Stefanie Mehlhorn, Alexander Oeser, Andreas Dietz, Thomas Neumuth, Matthaeus Stoehr
2021 — conf
Visual Assistance in Clinical Decision Support.
EuroVis (Dirk Bartz Prize)
Juliane Müller, Mario A. Cypko, Alexander Oeser, Matthaeus Stoehr, Veit Zebralla, Stefanie Schreiber, Susanne Wiegand, Andreas Dietz, Steffen Oeltze-Jafra
2020 J jnl
A visual approach to explainable computerized clinical decision support.
Comput. Graph.
Juliane Müller, Matthaeus Stoehr, Alexander Oeser, Jan Gaebel, Marc Streit, Andreas Dietz, Steffen Oeltze-Jafra
2020 J jnl
Modeling and processing up-to-dateness of patient information in probabilistic therapy decision support.
Artif. Intell. Medicine
Jan Gaebel, Hans-Georg Wu, Alexander Oeser, Mario A. Cypko, Matthaeus Stoehr, Andreas Dietz, Thomas Neumuth, Stefan Franke, Steffen Oeltze-Jafra
2017 — conf
A Guide for Constructing Bayesian Network Graphs of Cancer Treatment Decisions.
MedInfo
Mario A. Cypko, Matthaeus Stoehr, Steffen Oeltze-Jafra, Andreas Dietz, Heinz U. Lemke
2017 J jnl
Validation workflow for a clinical Bayesian network model in multidisciplinary decision making in head and neck oncology treatment.
Int. J. Comput. Assist. Radiol. Surg.
Mario A. Cypko, Matthaeus Stoehr, Marcin Kozniewski, Marek J. Druzdzel, Andreas Dietz, Leonard Berliner, Heinz U. Lemke
2017 J jnl
Visual Verification of Cancer Staging for Therapy Decision Support.
Comput. Graph. Forum
Mario A. Cypko, Jan Wojdziak, Matthaeus Stoehr, Bettina Kirchner, Bernhard Preim, Andreas Dietz, Heinz U. Lemke, Steffen Oeltze-Jafra
2016 — conf
Medical logic modules for monitoring the diagnostic delay in the treatment of laryngeal cancer.
CURAC
Jan Gaebel, Lara S. M. Heuft, Matthaeus Stoehr
2015 — conf
Web-tool to Support Medical Experts in Probabilistic Modelling Using Large Bayesian Networks With an Example of Hinosinusitis.
MedInfo
Mario A. Cypko, David Hirsch, Lucas Koch, Matthaeus Stoehr, Gero Strauss, Kerstin Denecke
2014 — conf
Retrieving Attitudes: Sentiment Analysis from Clinical Narratives.
MedIR@SIGIR
Yihan Deng, Matthaeus Stoehr, Kerstin Denecke