PublicationsJournal Papers
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Journal Papers

  • A Health eLearning Ontology and Procedural Reasoning Approach for Developing Personalized Courses to Teach Patients About Their Medical Condition and Treatment
    M. Michalowski, Sz. Wilk, D. O'Sullivan, S. Bonaccio, E. Parimbelli, M. Carrier, G. Le Gal, S. Kingwell, M. Peleg
    International Journal of Environmental Research and Public Health, vol. 18, no. 4, 2021, 7355.
    Click to downolad: the PDF file.
  • MitPlan: A Planning Approach to Mitigating Concurrently Applied Clinical Practice Guidelines
    M. Michalowski, Sz. Wilk, W. Michalowski, M. Carrier
    Artificial Intelligence in Medicine, vol. 112, 2021, 102002.
    Click to downolad: the PDF file.
  • An Ontology-driven Framework to Support the Dynamic Formation of an Interdisciplinary Healthcare Team
    Sz. Wilk, M. Kezadri-Hamiaz, D. Amyot, W. Michalowski, C. Kuziemsky, N. Catal, D. Rosu, M. Carrier, R. Giffen
    International Journal of Medical Informatics, vol. 136, 2020, 104075.
    Click to downolad: the PDF file.
  • Incorporating Laboratory Values Into a Machine Learning Model Improves In-Hospital Mortality Predictions After Rapid Response Team Call
    P. Reardon, E. Parimbelli, Sz. Wilk, W. Michalowski, K. Murphy, J. Shen, B. Herritt, B. Gershkovich, P. Tanuseputro, K. Kyeremanteng
    Critical Care Explorations, vol. 1, no. 7, 2019, 1-5.
    Click to downolad: the PDF file.
  • Ideating Mobile Health Behavioral Support for Compliance to Therapy for Patients with Chronic Disease: A Case Study of Atrial Fibrillation Management
    M. Peleg, W. Michalowski, Sz. Wilk, E. Parimbelli, S. Bonaccio, D. O'Sullivan, M. Michalowski, S. Quaglini, M. Carrier
    Journal of Medcial Systems, vol. 42, no. 11, 2018, 234.
    Click to downolad: the PDF file.
  • Barriers and Enablers to a Physician-delivered Educational Initiative to Reduce Low-acuity Visits to the Pediatric Emergency Department
    G. Huyer, S. Chreim, W. Michalowski, K. Farion
    PLOS One, vol. 13, no. 5, 2018, e0198181.
    Click to downolad: the PDF file.
  • Architectural Frameworks: Defining the Structures for Implementing Learning Health Systems
    L. Lessard, W. Michalowski, M. Fung-Kee-Fung, L. Jones, A. Grudniewicz
    Implementation Science, vol. 12, 2017, 78.
    Click to downolad: the PDF file.
  • Comprehensive Mitigation Framework for Concurrent Application of Multiple Clinical Practice Guidelines
    Sz. Wilk, M. Michalowski, W. Michalowski, D. Rosu, M. Carrier, M. Kezadri-Hamiaz
    Journal of Biomedical Informatics, vol. 66, 2017, 52-71.
    Click to downolad: the PDF file, the BibTeX file.
  • Is There a Consensus When Physicians Evaluate the Relevance of Retrieved Systematic Reviews?
    D. O'Sullivan, Sz. Wilk, C. Kuziemsky, W. Michalowski, K. Farion, B. Kukawka
    Methods of Information in Medicine, vol. 55, no. 3, 2016, 292-298.
    Click to downolad: the PDF file, the BibTeX file.
  • Using Semantic Components to Represent Dynamics of an Interdisciplinary Healthcare Team in a Multi-agent Decision Support System
    Sz. Wilk, M. Kezadri-Hamiaz, D. Rosu, C. Kuziemsky, W. Michalowski, D. Amyot, M. Carrier
    Journal of Medical Systems, vol. 40, no. 2, 2016, 42.
    Click to downolad: the PDF file, the BibTeX file.
  • Expanding Usability Analysis with Intrinsic Motivation Concepts to Learn about CDSS Adoption: a Case Study
    D. O'Sullivan, J. Doyle, W. Michalowski, Sz. Wilk, R. Thomas, K. Farion
    Health Policy and Technology, vol. 3, no. 2, 2014, 113-125.
    Click to downolad: the PDF file, the BibTeX file.
  • Learning the Preferences of Physicians for the Organization of Result Lists of Medical Evidence Articles
    D. O'Sullivan, Sz. Wilk, W. Michalowski, R. Slowinski, R. Thomas, M. Kadzinski, K. Farion
    Methods of Information in Medicine, vol. 53, no. 5, 2014, 344-356.
    Click to downolad: the PDF file, the BibTeX file.
  • Comparing Predictions Made by a Prediction Model, Clinical Score, and Physicians: Pediatric Asthma Exacerbations in the Emergency Department
    K. Farion, Sz. Wilk, W. Michalowski, D. O'Sullivan, J. Sayyad-Shirabad
    Applied Clinical Informatics, vol. 4, no. 3, 2013, 376-391.
    Click to downolad: the PDF file, the BibTeX file.
  • Mitigation of Adverse Interactions in Pairs of Clinical Practice Guidelines Using Constraint Logic Programming
    Sz. Wilk, W. Michalowski, M. Michalowski, K. Farion, M.M. Hing, S. Mohapatra
    Journal of Biomedical Informatics, vol. 46, no. 2, 2013, 341-353.
    Click to downolad: the PDF file, the BibTeX file.
  • A Task-based Support Architecture for Developing Point-of-care Clinical Decision Support Systems for the Emergency Department
    Sz. Wilk, W. Michalowski, D. O'Sullivan, K. Farion, J. Sayyad-Shirabad, C. Kuziemsky, B. Kukawka
    Methods of Information in Medicine, vol. 52, no. 1, 2013, 18-32.
    Click to downolad: the PDF file, the BibTeX file.
  • Implementing an Integrative Multi-agent Clinical Decision Support System with Open Source Software
    J. Sayyad Shirabad, Sz. Wilk, W. Michalowski, K. Farion
    Journal of Medical Systems, vol. 36, no. 1, 2012, 123-137.
    Click to downolad: the PDF file, the BibTeX file.
  • Predicting the Need for CT Imaging in Children with Minor Head Injury using an Ensemble of Naive Bayes Classifiers
    W. Klement, Sz. Wilk, W. Michalowski, K.J Farion, M.H. Osmond, V. Verter
    Artificial Intelligence in Medicine, vol. 54, no. 3, 2012, 163-170.
    Click to downolad: the PDF file, the BibTeX file.
  • Automatic Indexing and Retrieval of Encounter-specific Evidence for Point-of-Care Support
    D. O'Sullivan, Sz. Wilk, W. Michalowski, K. Farion
    Journal of Biomedical Informatics, vol. 43, no. 4, 2010, 623-631.
    Click to downolad: the PDF file, the BibTeX file.
  • A Tree-based Decision Model to Support Prediction of the Severity of Asthma Exacerbations in Children
    K. Farion, W. Michalowski, Sz. Wilk, D. O'Sullivan, S. Matwin
    Journal of Medical Systems, vol. 34, no. 4, 2010, 551-562.
    Click to downolad: the PDF file, the BibTeX file.
  • Clinical Decision Support System for Point of Care Use: Ontology Driven Design and Software Implementation
    K. Farion, W. Michalowski, Sz. Wilk, D. O'Sullivan, S. Rubin, D. Weiss
    Methods of Information in Medicine, vol. 48, no. 4, 2009, 381-390.
    Click to downolad: the PDF file, the BibTeX file.
  • Decision Making By Emergency Room Physicians And Residents: Implications for the Design of Clinical Decision Support Systems
    M.J. Hine, K. Farion, W. Michalowski, Sz. Wilk
    International Journal of Healthcare Information Systems and Informatics, vol. 4, no. 2, 2009, 17-35.
    Click to downolad: the PDF file, the BibTeX file.
  • Prospective Evaluation of the MET-AP System Providing Triage Plans for Acute Pediatric Abdominal Pain
    K. Farion, W. Michalowski, S. Rubin, Sz. Wilk, R. Correll, I. Gaboury
    International Journal of Medical Informatics, vol. 77, no. 3, 2008, 208-218.
    Click to downolad: the PDF file, the BibTeX file.
  • Interaction Design for Mobile Clinical Decision Support Systems: the MET System Solutions
    Sz. Wilk, W. Michalowski, K. Farion, M. Kersten
    Foundations of Computing and Decision Sciences, vol. 32, no. 1, 2007, 47-61.
    Click to downolad: the PDF file, the BibTeX file.
  • Designing Man-Machine Interactions for Mobile Clinical Systems: MET Triage Support Using Palm Handhelds
    W. Michalowski, M. Kersten, Sz. Wilk, R. Slowinski
    European Journal of Operational Research, vol. 177, no. 3, 2007, 1409-1417.
    Click to downolad: the PDF file, the BibTeX file.
  • Using a Bayesian Belief Network Model to Categorize Length of Stay for Radical Prostatectomy Patients
    W. Michalowski, Sz. Wilk, A. Thijssen, M. Li
    Health Care Management Science, vol. 9, no. 4, 2006, 341-348.
    Click to downolad: the PDF file, the BibTeX file.
  • Development of A Decision Algorithm to Support Emergency Triage of Scrotal Pain and its Implementation in the MET System
    W. Michalowski, Sz. Wilk, K. Farion, J. Pike, S. Rubin, R. Slowinski
    INFOR, vol. 43, no. 4, 2005, 287-301.
    Click to downolad: the PDF file, the BibTeX file.
  • Supporting triage of children with abdominal pain in the Emergency Room
    Sz. Wilk, R. Slowinski, W. Michalowski, S. Greco
    European Journal of Operational Research, vol. 160, no. 3, 2005, 696-709.
    Click to downolad: the PDF file, the BibTeX file.
  • Design and Development of a Mobile System for Supporting Emergency Triage
    W. Michalowski, R. Slowinski, Sz. Wilk, K. Farion, J. Pike, S. Rubin
    Methods of Information in Medicine, vol. 44, no. 1, 2005, 14-24.
    Click to downolad: the PDF file, the BibTeX file.
  • MET System: A New Approach to m-Health in Emergency Triage
    W. Michalowski, R. Slowinski, Sz. Wilk
    Journal on Information Technology in Healthcare, vol. 2, no. 4, 2004, 237-249.
    Click to downolad: the PDF file, the BibTeX file.
  • Mobile Clinical Support System for Pediatric Emergencies
    W. Michalowski, S. Rubin, R. Slowinski, Sz. Wilk
    Decision Support Systems, vol. 36, no. 2, 2003, 161-176.
    Click to downolad: the PDF file, the BibTeX file.
  • Triage of the Child with Abdominal Pain: A Clinical Algorithm for Emergency Patient Management
    W. Michalowski, S. Rubin, R. Slowinski, S. Wilk
    Paediatrics and Child Health, vol. 6, 2001, 23-28.
    Click to downolad: the PDF file, the BibTeX file.