Search Results - "Cypko, Mario"

Ladies and Gentlemen! This is no humbug. Why Model-Guided Medicine will become a main pillar for the future healthcare system by Cypko, Mario A., Wilhelm, Dirk

“…Purpose Model-Guided Medicine (MGM) is a transformative approach to health care that offers a comprehensive and integrative perspective that goes far beyond…”
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Digital patient models based on Bayesian networks for clinical treatment decision support by Cypko, Mario A., Stoehr, Matthaeus

“…Increasing complexity in the management of oncologic diseases due to advances in diagnostics and individualized treatments demands new techniques of…”
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Artificial intelligence-assisted care in medicine: a revolution or yet another blunt weapon? by Meyer, Alexander, Cypko, Mario A, Eickhoff, Carsten, Falk, Volkmar, Emmert, Maximilian Y

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Validation workflow for a clinical Bayesian network model in multidisciplinary decision making in head and neck oncology treatment by Cypko, Mario A., Stoehr, Matthaeus, Kozniewski, Marcin, Druzdzel, Marek J., Dietz, Andreas, Berliner, Leonard, Lemke, Heinz U.

“…Purpose Oncological treatment is being increasingly complex, and therefore, decision making in multidisciplinary teams is becoming the key activity in the…”
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Modeling and processing up-to-dateness of patient information in probabilistic therapy decision support by Gaebel, Jan, Wu, Hans-Georg, Oeser, Alexander, Cypko, Mario A, Stoehr, Matthaeus, Dietz, Andreas, Neumuth, Thomas, Franke, Stefan, Oeltze-Jafra, Steffen

“…•We propose a formal expression of the up-to-dateness of clinical information.•We are preparing a model of up-to-dateness using cross-validation.•We verify the…”
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A Guide for Constructing Bayesian Network Graphs of Cancer Treatment Decisions by Cypko, Mario A, Stoehr, Matthaeus, Oeltze-Jafra, Steffen, Dietz, Andreas, Lemke, Heinz U

“…In complex cancer cases, Bayesian networks can support clinical experts in finding the best patient-specific therapeutic decisions. However, the development of…”
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Accessing Patient Information for Probabilistic Patient Models Using Existing Standards by Gaebel, Jan, Cypko, Mario A, Lemke, Heinz U

“…Clinical decision support systems (CDSS) are developed to facilitate physicians' decision making, particularly for complex, oncological diseases. Access to…”
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Considering Information Up-to-Dateness to Increase the Accuracy of Therapy Decision Support Systems by Gaebel, Jan, Cypko, Mario A, Oeltze-Jafra, Steffen

“…During the diagnostic process a lot of information is generated. All this information is assessed when making a final diagnosis and planning the therapy. While…”
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Towards the Consideration of Diagnostic Delay in Model-Based Clinical Decision Support by Gaebel, Jan, Cypko, Mario A, Oeltze-Jafra, Steffen

“…Diagnostic delay involves the peril of information becoming outdated. It is a challenging task to quantify the up-to-dateness of clinical information and the…”
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Web-tool to Support Medical Experts in Probabilistic Modelling Using Large Bayesian Networks With an Example of Hinosinusitis by Cypko, Mario A, Hirsch, David, Koch, Lucas, Stoehr, Matthaeus, Strauss, Gero, Denecke, Kerstin

“…For many complex diseases, finding the best patient-specific treatment decision is difficult for physicians due to limited mental capacity. Clinical decision…”
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Building a Bayesian Network to Understand the Interplay of Variables in an Epidemiological Population-Based Study by Multani, Paras, Niemann, Uli, Cypko, Mario A., Kuehn, Jens-Peter, Voelzke, Henry, Oeltze-Jafra, Steffen, Spiliopoulou, Myra

“…Epidemiological population-based studies collect hundreds of socio-demographic, lifestyle-related, and health related variables for thousands of individuals in…”
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3D++ Visualisation of MEBN Graphs and Screen Representations of Patient Models (PIXIE II) by Lemke, Heinz U, Cypko, Mario, Warner, Dave, Berliner, Leonard

“…The aim of this study is to investigate modelling- and visualisation methods and tools for transparent, reproducible and comprehensible information management…”
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