Mario A. Cypko

According to our database, Mario A. Cypko authored at least 15 papers between 2014 and 2024.

Collaborative distances:

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

2024

Ladies and Gentlemen! This is no humbug. Why Model-Guided Medicine will become a main pillar for the future healthcare system.

Mario A. Cypko, Dirk Wilhelm

Int. J. Comput. Assist. Radiol. Surg., October, 2024

2022

Towards Human-Robotic Collaboration: Observing Teamwork of Experienced Surgeons in Robotic-Assisted Surgery.

Mario A. Cypko, Lea Timmermann, Igor M. Sauer, Claudia Müller-Birn

Proceedings of the MuC '22: Mensch und Computer 2022, Darmstadt Germany, September 4, 2022

2021

Visual Assistance in Clinical Decision Support.

Juliane Müller, Mario A. Cypko, Alexander Oeser, Matthaeus Stoehr, Veit Zebralla, Stefanie Schreiber, Susanne Wiegand, Andreas Dietz, Steffen Oeltze-Jafra

Proceedings of the 23rd Eurographics Conference on Visualization, 2021

2020

Modeling and processing up-to-dateness of patient information in probabilistic therapy decision support.

Jan Gaebel, Hans-Georg Wu, Alexander Oeser, Mario A. Cypko, Matthaeus Stoehr, Andreas Dietz, Thomas Neumuth, Stefan Franke, Steffen Oeltze-Jafra

Artif. Intell. Medicine, 2020

Development of Clinical Decision Support Systems using Bayesian Networks - With an example of a Multi-Disciplinary Treatment Decision for Laryngeal Cancer

Mario A. Cypko

Springer, ISBN: 978-3-658-32593-0, 2020

2018

Building a Bayesian Network to Understand the Interplay of Variables in an Epidemiological Population-Based Study.

Paras Multani, Uli Niemann, Mario A. Cypko, Jens-Peter Kuehn, Henry Völzke, Steffen Oeltze-Jafra, Myra Spiliopoulou

Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018

2017

Therapy Decision Support System using Bayesian Networks for Multidisciplinary Treatment Decisions

Mario A. Cypko

PhD thesis, 2017

Visual Verification of Cancer Staging for Therapy Decision Support.

Mario A. Cypko, Jan Wojdziak, Matthaeus Stoehr, Bettina Kirchner, Bernhard Preim, Andreas Dietz, Heinz U. Lemke, Steffen Oeltze-Jafra

Comput. Graph. Forum, 2017

Validation workflow for a clinical Bayesian network model in multidisciplinary decision making in head and neck oncology treatment.

Mario A. Cypko, Matthaeus Stoehr, Marcin Kozniewski, Marek J. Druzdzel, Andreas Dietz, Leonard Berliner, Heinz U. Lemke

Int. J. Comput. Assist. Radiol. Surg., 2017

Towards the Consideration of Diagnostic Delay in Model-Based Clinical Decision Support.

Jan Gaebel, Mario A. Cypko, Steffen Oeltze-Jafra

Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

A Guide for Constructing Bayesian Network Graphs of Cancer Treatment Decisions.

Mario A. Cypko, Matthaeus Stoehr, Steffen Oeltze-Jafra, Andreas Dietz, Heinz U. Lemke

Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

Considering Information Up-to-Dateness to Increase the Accuracy of Therapy Decision Support Systems.

Jan Gaebel, Mario A. Cypko, Steffen Oeltze-Jafra

Proceedings of the German Medical Data Sciences: Visions and Bridges, 2017

2016

Accessing Patient Information for Probabilistic Patient Models Using Existing Standards.

Jan Gaebel, Mario A. Cypko, Heinz U. Lemke

Proceedings of the Health Informatics Meets eHealth - Predictive Modeling in Healthcare - From Prediction to Prevention, 2016

2015

Web-tool to Support Medical Experts in Probabilistic Modelling Using Large Bayesian Networks With an Example of Hinosinusitis.

Mario A. Cypko, David Hirsch, Lucas Koch, Matthaeus Stoehr, Gero Strauss, Kerstin Denecke

Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

2014

3D++ Visualisation of MEBN Graphs and Screen Representations of Patient Models (PIXIE II).

Heinz U. Lemke, Mario A. Cypko, Dave Warner, Leonard Berliner

Proceedings of the Medicine Meets Virtual Reality 21 - NextMed, 2014