• Towards an AI Planning-based Pipeline for the Management of Multimorbid Patients
  M. Rao, M. Michalowski, Sz. Wilk, W. Michalowski, A. Coles, M. Carrier
  in M. Michalowski, S.S.R. Abidi, S. Abidi (eds): 20th International Conference on Artificial Intelligence in Medicine, AIME 2022, Halifax, NS, Canada, June 14–17, 2022, Proceedings. Springer, 2022, 14-23.
  Click to downolad: the PDF file.
• Towards a Framework for Comparing Functionalities of Multimorbidity Clinical Decision Support: A Literature-based Feature Set and Benchmark Cases
  D. O'Sullivan, W. Van Woensel, Sz. Wilk, S.W. Tu, W. Michalowski, S. Abidi, M. Carrier, R. Edry, I. Hochberg, S. Kingwell, A. Kogan, M. Michalowski, H. O’Sullivan, M. Peleg
  in AMIA 2021 Annual Symposium Proceedings. 2019, 919-928.
  Click to downolad: the PDF file.
• MitPlan 2.0: Enhanced Support for Multi-morbid Patient Management Using Planning
  M. Michalowski, M. Rao, Sz. Wilk, W. Michalowski, M. Carrier
  in A. Tucker, P.H. Abreu, J. Cardoso, D. Riaño, P.P. Rodrigues (eds): 19th International Conference on Artificial Intelligence in Medicine, AIME 2021, Virtual Event, June 15–18, 2021, Proceedings. Springer, 2021, 276-286.
  Click to downolad: the PDF file.
• Tree-based Local Explanations of Machine Learning Model Predictions – AraucanaXAI
  E. Parimbelli, G. Nicora, Sz. Wilk, W. Michalowski, R. Bellazzi
  in 1st International Workshop on eXplainable Artificial Intelligence in Healthcare, Proceedings. 2021.
  Click to downolad: the PDF file.
• How Do Spinal Surgeons Perceive Impact of Factors Used in Post-Surgical Complication Risk Scores?
  E. Parimbelli, Sz. Wilk, D. O'Sullivan, S. Kingwell, W. Michalowski, M. Michalowski
  in AMIA 2019 Annual Symposium Proceedings. 2019, 699-706.
  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
  in D. Riaño, Sz. Wilk, A. ten Teije (eds): Artificial Intelligence in Medicine, 17th Conference on Artificial Intelligence in Medicine, AIME 2019, Poznan, Poland, June 26-29, 2019, Proceedings. Springer, 2019, 93-103.
  Click to downolad: the PDF file.
• Shared Decision-Making Ontology for a Healthcare Team Executing a Workflow, an Instantiation for Metastatic Spinal Cord Compression Management
  E. Parimbelli, Sz. Wilk, S. Kingwell, P. Andreev, W. Michalowski
  in AMIA 2018 Annual Symposium Proceedings. 2018.
  Click to downolad: the PDF file.
• Representing Drug Classes for Mitigating Concurrently Applied CPGs
  M. Michalowski, Sz. Wilk, W. Michalowski, M. Carrier
  in AMIA 2018 Annual Symposium Proceedings. 2018.
  Click to downolad: the PDF file.
• Supporting Process Execution by Interdisciplinary Healthcare Teams: Middleware Design for IBM BPM
  N. Çatal, D. Amyot, W. Michalowski, M. Kezadri-Hamiaz, M. Baslyman, Sz. Wilk, R. Giffen
  in The 7th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH 2017). Procedia Computer Science. Elsevier, 2017, 376-383.
  Click to downolad: the PDF file , the BibTeX file.
• Using Constraint Logic Programming for the Verification of Customized Decision Models for Clinical Guidelines
  Sz. Wilk, A. Fux, M. Michalowski, M. Peleg, P. Soffer
  in A. ten Teije, Ch. Popow, J.H. Holmes, L. Sacchi (eds): Artificial Intelligence in Medicine, 16th Conference on Artificial Intelligence in Medicine, AIME 2017, Vienna, Austria, June 21-24, 2017, Proceedings. Springer, 2017, 37-47.
  Click to downolad: the PDF file , the BibTeX file.
• A Data- and Expert-driven Decision Support Framework for Helping Patients Adhere to Therapy: Psychobehavioral Targets and Associated Interventions
  Sz. Wilk, D. O'Sullivan, M. Michalowski, S. Bonaccio, W. Michalowski, M. Peleg, M. Carrier
  in D. Riano, M. Peleg, R. Lenz, M. Reichert, K. Denecke, Y. Deng, T. Declerck, F. van Harmelen (eds): Proceedings of the International Joint Workshop on Knowledge Representation for Health Care, Process-Oriented Information Systems in Health Care, Extraction and Processing of Rich Semantics from Medical Texts (KR4HC-ProHealth-RichMedSem 2017). 2017, 53-66.
  Click to downolad: the PDF file , the BibTeX file.
• AFGuide System to Support Personalized Management of Atrial Fibrillation
  M. Michalowski, W. Michalowski, D. O'Sullivan, Sz. Wilk, M. Carrier
  in AAAI Workshops; Workshops at the Thirty-First AAAI Conference on Artificial Intelligence. AAAI, 2017.
  Click to downolad: the PDF file , the BibTeX file.
• Application of Preprocessing Methods to Imbalanced Clinical Data: An Experimental Study
  Sz. Wilk, J. Stefanowski, Sz. Wojciechowski, K.J. Farion, W. Michalowski
  in E. Piętka, P. Badura, J. Kawa, W. Wiecławek (eds): Information Technologies in Biomedicine. 5th International Conference, ITIB 2016 Kamień Śląski, Poland, June 20 - 22, 2016 Proceedings, Volume 1. Springer, 2016, 503-515.
  Click to downolad: the PDF file , the BibTeX file.
• Aligning Interdisciplinary Healthcare Team Behavior with Workflow Execution: An Example of a Radical Prostatectomy Workflow
  Sz. Wilk, D. O'Sullivan, M. Kezadri-Hamiaz, C. Kuziemsky, D. Rosu, W. Michalowski, M. Fung-Kee-Fung
  in 2016 IEEE 29th International Symposium on Computer-Based Medical Systems (CBMS). IEEE, 2016, 112-117.
  Click to downolad: the PDF file , the BibTeX file.
• Expanding a First-Order Logic Mitigation Framework to Handle Multimorbid Patient Preferences
  M. Michalowski, Sz. Wilk, D. Rosu, M. Kezadri, W. Michalowski, M. Carrier
  in AMIA 2015 Annual Symposium Proceedings. 2015, 895-904.
  Click to downolad: the PDF file , the BibTeX file.
• A Framework for Modeling Workflow Execution by an Interdisciplinary Healthcare Team
  M. Kezadri-Hamiaz, D. Rosu, Sz. Wilk, C. Kuziemsky, W. Michalowski, M. Carrier
  in I.N. Sarkar, A. Georgiou, P. Mazzoncini de Azevedo Marques (eds): MEDINFO 2015. IOS Press, 2015, 1100.
  Click to downolad: the PDF file , the BibTeX file.
• MET4: Supporting Workflow Execution for Interdisciplinary Healthcare Teams
  Sz. Wilk, D. Astaraky, W. Michalowski, D. Amyot, R. Li, C. Kuziemsky, P. Andreev
  in F. Fournier, J. Mendling (eds): Business Process Management Workshops. BPM 2014 International Workshops, Eindhoven, The Netherlands, September 7-8, 2014, Revised Papers. 2015, 40-52.
  Click to downolad: the PDF file , the BibTeX file.
• Using First-Order Logic to Represent Clinical Practice Guidelines and to Mitigate Adverse Interactions
  Sz. Wilk, M. Michalowski, X. Tan, W. Michalowski
  in Knowledge Representation for Health Care. 6th International Workshop, KR4HC 2014, held as part of the Vienna Summer of Logic, VSL 2014, Vienna, Austria, July 21, 2014. Revised Selected Papers. 2014, 45-61.
  Click to downolad: the PDF file , the BibTeX file.
• First-Order Logic Theory for Manipulating Clinical Practice Guidelines Applied to Comorbid Patients: A Case Study
  M. Michalowski, Sz. Wilk, X. Tan, W. Michalowski
  in AMIA 2014 Annual Symposium Proceedings. 2014, 892-898.
  Click to downolad: the PDF file , the BibTeX file.
• A Framework for Incorporating Patient Preferences to Deliver Participatory Medicine via Interdisciplinary Healthcare Teams
  C. Kuziemsky, D. Astaraky, Sz. Wilk, W. Michalowski, P. Andreev
  in AMIA 2014 Annual Symposium Proceedings. 2014, 835-844.
  Click to downolad: the PDF file , the BibTeX file.
• A Multiagent System to Support an Interdisciplinary Healthcare Team: A Case Study of Clinical Obesity Management in Children
  D. Astaraky, Sz. Wilk, W. Michalowski, P. Andreev, C. Kuziemsky, S. Hadjiyannakis
  in Proceedings of the VIII Workshop on Agents Applied in Health Care. 2013, 69-80.
  Click to downolad: the PDF file , the BibTeX file.
• Using Constraint Logic Programming to Implement Iterative Actions and Numerical Measures During Mitigation of Concurrently Applied Clinical Practice Guidelines
  M. Michalowski, Sz. Wilk, W. Michalowski, D. Lin, K. Farion, S. Mohapatra
  in N. Peek, R.M. Morales, M. Peleg (eds): Artificial Intelligence in Medicine. 14th Conference on Artificial Intelligence in Medicine, AIME 2013, Murcia, Spain, May/June 2013, Proceedings. Springer, 2013, 17-22.
  Click to downolad: the PDF file , the BibTeX file.
• Discovering the Preferences of Physicians with Regards to Rank-Ordered Medical Documents
  D. O'Sullivan, Sz. Wilk, W. Michalowski, R. Słowiński, R. Thomas, K. Farion
  in S. Greco, N. Bouchon-Meunier, G. Coletti, M. Fedrizzi, B. Matarazzo, R.R. Yager (eds): Advances in Computational Intelligence. 14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2012, Catania, Italy, July 9-13, 2012, Proceedings, Part III. Springer, 2012, 142-150.
  Click to downolad: the PDF file , the BibTeX file.
• Application of Activity Theory to Elicitation of User Requirements for a Computerized Clinical Practice Guideline: The ActCPG Conceptual Framework
  P. Andreev, W. Michalowski, C. Kuziemsky, S. Hadjiyannakis
  in Proceedings of the 20th European Conference on information Systems (ECIS). 2012.
  Click to downolad: the PDF file , the BibTeX file.
• Assessing the Motivation of MDs to use Computer-based Support at the Point-of-Care in the Emergency Department
  D. O'Sullivan, J. Doyle, W. Michalowski, Sz. Wilk, K. Farion, C. Kuziemsky
  in AMIA 2011 Annual Symposium Proceedings. Improving Health: Informatics and IT Changing the World. 2011, 1045-1054.
  Click to downolad: the PDF file , the BibTeX file.
• Reconciling Pairs of Concurrently Used Clinical Practice Guidelines Using Constraint Logic Programming
  Sz. Wilk, M. Michalowski, W. Michalowski, M. Mainegra Hing, K. Farion
  in AMIA 2011 Annual Symposium Proceedings. Improving Health: Informatics and IT Changing the World. 2011, 944-953.
  Click to downolad: the PDF file , the BibTeX file.
• A Constraint Logic Programming Approach to Identifying Inconsistencies in Clinical Practice Guidelines for Patients with Comorbidity
  M. Michalowski, M. Mainegra Hing, Sz. Wilk, W. Michalowski, K. Farion
  in M. Peleg, N. Lavrac, C. Combi (eds): Artificial Intelligence in Medicine. 13th Conference on Artificial Intelligence in Medicine, AIME 2011, Bled, Slovenia, July 2-6, 2011, Proceedings. Springer, 2011, 296-301.
  Click to downolad: the PDF file , the BibTeX file.
• Reconciliation of Concurrently Applied Clinical Practice Guidelines Using Constraint Logic Programming
  Sz. Wilk, M. Michalowski, M.M. Hing, W. Michalowski, K. Farion
  in Proceedings of the 6th International Symposium on Health Informatics and Bioinformatics, (HIBIT 2011). 2011, 138-144.
  Click to downolad: the PDF file , the BibTeX file.
• Identifying Inconsistencies in Multiple Clinical Practice Guidelines for a Patient With Co-morbidity
  M.M. Hing, M. Michalowski, Sz. Wilk, W. Michalowski, K. Farion
  in 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops. IEEE, 2010, 447-452.
  Click to downolad: the PDF file , the BibTeX file.
• MET3-AE System to Support Management of Pediatric Asthma Exacerbation in the Emergency Department
  Sz. Wilk, W. Michalowski, K. Farion, J. Sayyad Shirabad
  in C. Safran, S. Reti, H.F. Martin (eds): MEDINFO 2010. IOS Press, 2010, 841-845.
  Click to downolad: the PDF file , the BibTeX file.
• Experienced Physicians and Automatic Generation of Decision Rules from Clinical Data
  W. Klement, Sz. Wilk, M. Michalowski, K. Farion
  in M. Szczuka, M. Kryszkiewicz, S. Ramanna, R. Jensen, Q. Hu (eds): Rough Sets and Current Trends in Computing. 7th International Conference, RSCTC 2010, Warsaw, Poland, June 2010. Proceedings. Springer, 2010, 207-216.
  Click to downolad: the PDF file , the BibTeX file.
• MET3: An Integrative Open Source Based Multiagent Clinical Decision Support System
  J. Sayyad-Shirabad, Sz. Wilk, W. Michalowski, K. Farion
  in Intelligent Decision Making Systems. Proceedings of the 4th International ISKE Conference. World Scientific, 2009, 319-325.
  Click to downolad: the PDF file , the BibTeX file.
• A Constraint Satisfaction Approach to Data-Driven Implementation of Clinical Practice Guidelines
  C. Kuziemsky, D. O'Sullivan, W. Michalowski, K. Farion, Sz. Wilk
  in J. Suermondt (ed.): AMIA 2008 Annual Symposium Proceedings. Biomedical and Health Informatics: From Foundations to Applications to Policy (CD-ROM). Omnipress, 2008, 540-544.
  Click to downolad: the PDF file , the BibTeX file.
• Engineering of a Clinical Decision Support Framework for the Point of Care Use
  Sz. Wilk, W. Michalowski, D. O'Sullivan, K. Farion, S. Matwin
  in J. Suermondt (ed.): AMIA 2008 Annual Symposium Proceedings. Biomedical and Health Informatics: From Foundations to Applications to Policy (CD-ROM). Omnipress, 2008, 814-818.
  Click to downolad: the PDF file , the BibTeX file.
• Using Secondary Knowledge to Support Decision Tree Classification of Retrospective Clinical Data
  D. O'Sullivan, W. Elazmeh, Sz. Wilk, K. Farion, S. Matwin, W. Michalowski, W. Sehatkar
  in Z. Ras, S. Tsumoto, D. Zighed (eds): Mining Complex Data. ECML/PKDD 2007 Third International Workshop, MCD 2007, Warsaw, Poland, September 17-21, 2007, Revised Selected Papers. Springer, 2008, 238-251.
  Click to downolad: the PDF file , the BibTeX file.
• A Concept-Based Framework for Retrieving Evidence to Support Emergency Physician Decision Making at the Point of Care
  D. O'Sullivan, K. Farion, S. Matwin, W. Michalowski, Sz. Wilk
  in D. Riaño (ed.): Knowledge Management for Health Care Procedures. From Knowledge to Global Care, AIME 2007 Workshop K4CARE 2007, Amsterdam, The Netherlands, July 7, 2007, Revised Selected Papers. Springer, 2008, 117-126.
  Click to downolad: the PDF file , the BibTeX file.
• Developing a Decision Model for Asthma Exacerbations: Combining Rough Sets and Expert-driven Selection of Clinical Attributes
  K. Farion, W. Michalowski, Sz. Wilk
  in S. Tsumoto, S. Greco, Y. Hata, S. Hirano, M. Inuiguchi, S. Miyamoto, H.S. Nguyen, R. Slowinski (eds): Rough Sets and Current Trends in Computing. 5th International Conference, RSCTC 2006, Kobe, Japan, November 6-8, 2006, Proceedings. Springer, 2006, 428-437.
  Click to downolad: the PDF file , the BibTeX file.
• Bayesian Belief Network Model of the Radical Prostatectomy Pathway
  W. Michalowski, Sz. Wilk, A. Thijssen, M. Li
  in R. H. Sprague Jr. (ed.): Proceedings of the 39th Annual Hawaii International Conference on System Sciences, Kauai, USA, January 4-7, 2006 (CD-ROM). IEEE Computer Society, 2006, 92a.
  Click to downolad: the PDF file , the BibTeX file.
• Mining Clinical Data: Selecting Decision Support Algorithm for the MET-AP System
  J. Blaszczynski, K. Farion, W. Michalowski, Sz. Wilk, S. Rubin, D. Weiss
  in S. Miksch, J. Hunter, E. Keravnou (eds): Artificial Intelligence in Medicine. 10th Conference on Artificial Intelligence in Medicine, AIME 2005, Aberdeen, UK, July 23-27, 2005, Proceedings. Springer, 2005, 429-433.
  Click to downolad: the PDF file , the BibTeX file.
• Mobile Emergency Triage: Lessons from a Clinical Trial
  W. Michalowski, R. Slowinski, Sz. Wilk, K. Farion
  in J. E. Kendall (ed.): 35th Annual Meeting of the Decision Sciences Institute, Boston, MA, November 20-23, 2004, Conference Proceedings (CD-ROM). 2004, 6601-6606.
  Click to downolad: the PDF file , the BibTeX file.
• Rough Set Methodology in Clinical Practice: Controlled Hospital Trial of the MET System
  K. Farion, W. Michalowski, R. Slowinski, Sz. Wilk, S. Rubin
  in S. Tsumoto, R. Slowinski, J. Komorowski, J. Grzymala-Busse (eds): Rough Sets and Current Trends in Computing. 4th International Conference, RSCTC 2004, Uppsala, Sweden, June 1-5, 2004, Proceedings. Springer, 2004, 805-814.
  Click to downolad: the PDF file , the BibTeX file.
• Triage of Acute Abdominal Pain in Childhood: Clinical Use of a Palm Handheld in a Pediatric Emergency Department
  W. Michalowski, S. Rubin, R. Slowinski, Sz. Wilk
  in R. H. Sprague Jr. (ed.): Proceedings of the 37th Annual Hawaii International Conference on System Sciences, Big Island, USA, January 5-8, 2004 (CD-ROM). IEEE Computer Society, 2004, 60161a.
  Click to downolad: the PDF file , the BibTeX file.
• Tele-triage of Child with Abdominal Pain Using the Internet-based Decision Support System
  W. Michalowski, S. Rubin, R. Slowinski, Sz. Wilk
  in PIONIER 2001 - Polish Optical Internet: Technologies, Services, Applications, Poznan, Poland, April 24-27, 2001, Conference Proceedings. Poznan University of Technology, 2001, 225-232.
  Click to downolad: the PDF file , the BibTeX file.
• Computer-assisted Triage of Abdominal Pain in Childhood: A Suggested Clinical Algorithm
  S. Rubin, W. Michalowski, R. Slowinski, Sz. Wilk
  in J. Anderson, M. Katzper (eds): Simulation in the Health and Medical Sciences, Proceedings of the 2001 Western Multiconference, Phoenix, AZ, San Diego, CA, January 7-11, 2001. Society for Computer Simulation International, 2001.
  Click to downolad: the PDF file , the BibTeX file.