Publications by authors named "Mario A Cypko"

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A methodological framework for integrating model-guided medicine and multidimensional information management systems: application in anti-aging healthcare.
Hugo Herrero Antón de Vez, Esteban Felez, Mario A Cypko

Int J Comput Assist Radiol Surg· November 2025

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Large language models with retrieval-augmented generation enhance expert modelling of Bayesian network for clinical decision support.
Mario A Cypko, Muhammad Agus Salim, Aditya Kumar, Leonard Berliner, Andreas Dietz

Int J Comput Assist Radiol Surg· November 2025

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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

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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

Artif Intell Med· April 2020

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Artificial intelligence-assisted care in medicine: a revolution or yet another blunt weapon?
Alexander Meyer, Mario A Cypko, Carsten Eickhoff, Volkmar Falk, Maximilian Y Emmert

Eur Heart J· October 2019

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Digital patient models based on Bayesian networks for clinical treatment decision support.
Mario A Cypko, Matthaeus Stoehr

Minim Invasive Ther Allied Technol· April 2019

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Towards the Consideration of Diagnostic Delay in Model-Based Clinical Decision Support.
Jan Gaebel, Mario A Cypko, Steffen Oeltze-Jafra

Stud Health Technol Inform· June 2018

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A Guide for Constructing Bayesian Network Graphs of Cancer Treatment Decisions.
Mario A Cypko, Matthaeus Stoehr, Steffen Oeltze-Jafra, Andreas Dietz, Heinz U Lemke

Stud Health Technol Inform· June 2018

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Considering Information Up-to-Dateness to Increase the Accuracy of Therapy Decision Support Systems.
Jan Gaebel, Mario A Cypko, Steffen Oeltze-Jafra

Stud Health Technol Inform· April 2018

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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

Int J Comput Assist Radiol Surg· November 2017

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Accessing Patient Information for Probabilistic Patient Models Using Existing Standards.
Jan Gaebel, Mario A Cypko, Heinz U Lemke

Stud Health Technol Inform· April 2017

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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

Stud Health Technol Inform· December 2016

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