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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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