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  1. No Access

    Article

    Ideating Mobile Health Behavioral Support for Compliance to Therapy for Patients with Chronic Disease: A Case Study of Atrial Fibrillation Management

    Poor patient compliance to therapy results in a worsening condition that often increases healthcare costs. In the MobiGuide project, we developed an evidence-based clinical decision-support system that deliver...

    Mor Peleg, Wojtek Michalowski, Szymon Wilk, Enea Parimbelli… in Journal of Medical Systems (2018)

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    Article

    Using Semantic Components to Represent Dynamics of an Interdisciplinary Healthcare Team in a Multi-Agent Decision Support System

    In healthcare organizations, clinical workflows are executed by interdisciplinary healthcare teams (IHTs) that operate in ways that are difficult to manage. Responding to a need to support such teams, we desig...

    Szymon Wilk, Mounira Kezadri-Hamiaz, Daniela Rosu… in Journal of Medical Systems (2015)

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    Article

    Implementing an Integrative Multi-agent Clinical Decision Support System with Open Source Software

    Clinical decision making is a complex multi-stage process. Decision support can play an important role at each stage of this process. At present, the majority of clinical decision support systems have been foc...

    Jelber Sayyad Shirabad, Szymon Wilk, Wojtek Michalowski… in Journal of Medical Systems (2012)

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    Article

    A Tree-Based Decision Model to Support Prediction of the Severity of Asthma Exacerbations in Children

    This paper describes the development of a tree-based decision model to predict the severity of pediatric asthma exacerbations in the emergency department (ED) at 2 h following triage. The model was constructed...

    Ken Farion, Wojtek Michalowski, Szymon Wilk… in Journal of Medical Systems (2010)

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    Article

    Using a Bayesian belief network model to categorize length of stay for radical prostatectomy patients

    A clinical pathway implements best medical practices and represents sequencing and timing of interventions by clinicians for a particular clinical presentation. We used a Bayesian belief network (BBN) to model...

    Wojtek Michalowski, Szymon Wilk, Anthony Thijssen… in Health Care Management Science (2006)