Mario A. Cypko

23 papers A* 1B 1Misc 1Journal 10Unranked 8

Year	Rank	Type	Title / 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
2026	J	`jnl`	Learning temporal embeddings from electronic health records of chronic kidney disease patients. CoRR Aditya Kumar, Mario A. Cypko, Oliver Amft
2026	J	`jnl`	Temporal Fusion Nexus: A task-agnostic multi-modal embedding model for clinical narratives and irregular time series in post-kidney transplant care. CoRR Aditya Kumar, Simon Rauch, Mario A. Cypko, Marcel Ganesh Naik, Matthieu-P. Schapranow, Aadil Rashid, Fabian Halleck, Bilgin Osmanodja, Roland Roller, Lars Pape, Klemens Budde, Mario Schiffer, Oliver Amft
2026	A*	`conf`	ViRAS: Design Artifacts to Explore Socio-Material Configurations through a Research-through-Design Approach in Robot-Assisted Surgery. CHI Peter Sörries, Anna Schaeffner, Dominic Eger Domingos, Mario A. Cypko, Lea Timmermann, Moritz Queisner, Igor M. Sauer, Carola Zwick, Claudia Müller-Birn
2025	J	`jnl`	A methodological framework for integrating model-guided medicine and multidimensional information management systems: application in anti-aging healthcare. Int. J. Comput. Assist. Radiol. Surg. Hugo Herrero Antón de Vez, Esteban Felez, Mario A. Cypko
2025	J	`jnl`	A multi-view validation framework for LLM-generated knowledge graphs of chronic kidney disease. Int. J. Comput. Assist. Radiol. Surg. Aditya Kumar, Dilpreet Singh, Mario A. Cypko, Oliver Amft
2025	—	`conf`	Digital Health for Space: Towards Prevention, Training, Empowerment, and Autonomy. SpaceCHI Mario A. Cypko, Ulrich Straube, Russell J. Andrews, Oliver Amft
2025	J	`jnl`	Med-gte-hybrid: A contextual embedding transformer model for extracting actionable information from clinical texts. CoRR Aditya Kumar, Simon Rauch, Mario A. Cypko, Oliver Amft
2024	J	`jnl`	Ladies and Gentlemen! This is no humbug. Why Model-Guided Medicine will become a main pillar for the future healthcare system. Int. J. Comput. Assist. Radiol. Surg. Mario A. Cypko, Dirk Wilhelm
2022	Misc	`conf`	Towards Human-Robotic Collaboration: Observing Teamwork of Experienced Surgeons in Robotic-Assisted Surgery. MuC Mario A. Cypko, Lea Timmermann, Igor M. Sauer, Claudia Müller-Birn
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	—	`book`	Development of Clinical Decision Support Systems using Bayesian Networks - With an example of a Multi-Disciplinary Treatment Decision for Laryngeal Cancer Mario A. Cypko
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
2018	B	`conf`	Building a Bayesian Network to Understand the Interplay of Variables in an Epidemiological Population-Based Study. CBMS Paras Multani, Uli Niemann, Mario A. Cypko, Jens-Peter Kuehn, Henry Völzke, Steffen Oeltze-Jafra, Myra Spiliopoulou
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	—	`conf`	Considering Information Up-to-Dateness to Increase the Accuracy of Therapy Decision Support Systems. GMDS Jan Gaebel, Mario A. Cypko, Steffen Oeltze-Jafra
2017	—	`—`	Therapy Decision Support System using Bayesian Networks for Multidisciplinary Treatment Decisions Mario A. Cypko
2017	—	`conf`	Towards the Consideration of Diagnostic Delay in Model-Based Clinical Decision Support. MedInfo Jan Gaebel, Mario A. Cypko, Steffen Oeltze-Jafra
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`	Accessing Patient Information for Probabilistic Patient Models Using Existing Standards. eHealth Jan Gaebel, Mario A. Cypko, Heinz U. Lemke
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`	3D++ Visualisation of MEBN Graphs and Screen Representations of Patient Models (PIXIE II). MMVR Heinz U. Lemke, Mario A. Cypko, Dave Warner, Leonard Berliner