A Logic-Based Tools for Negotiation Support. - Stan Matwin; Stan Szpakowicz; Gregory E. Kersten; Wojtek Michalowski; Zbig Koperczak (SLP, 1987)

Use of the displaced worst compromise in interactive multiobjective programming. - Wojtek Michalowski (IEEE Trans. Syst. Man Cybern., 1988)

A procedure for worst outcomes displacement in multiple criteria decision making. - Wojtek Michalowski; Tomasz Szapiro (Comput. Oper. Res., 1989)

Negoplan: an expert system shell for negotiation support. - Stan Matwin; Stan Szpakowicz; Zbig Koperczak; Gregory E. Kersten; Wojtek Michalowski (IEEE Expert, 1989)

A Bi-Reference Procedure for Interactive Multiple Criteria Programming. - Wojtek Michalowski; Tomasz Szapiro (Oper. Res., 1992)

Searching for psychologically stable solutions of multiple criteria decision problems. - Ignacy Kaliszewski; Wojtek Michalowski (Eur. J. Oper. Res., 1999)

Mobile clinical support system for pediatric emergencies. - Wojtek Michalowski; Steven Rubin; Roman Slowinski; Szymon Wilk (Decis. Support Syst., 2003)

Incorporating wealth information into a multiple criteria decision making model. - Esra Köktener Karasakal; Wojtek Michalowski (Eur. J. Oper. Res., 2003)

Mobile Emergency Triage Support System. - Wojtek Michalowski; Roman Slowinski; Szymon Wilk (AAAI, 2004)

Triage of Acute Abdominal Pain in Childhood: Clinical Use of a Palm Handheld in a Pediatric Emergency Department. - Wojtek Michalowski; Steven Rubin; Roman Slowinski; Szymon Wilk (HICSS, 2004)

Rough Set Methodology in Clinical Practice: Controlled Hospital Trial of the MET System. - Ken Farion; Wojtek Michalowski; Roman Slowinski; Szymon Wilk; Steven Rubin (Rough Sets and Current Trends in Computing, 2004)

Mining Clinical Data: Selecting Decision Support Algorithm for the MET-AP System. - Jerzy Blaszczynski; Ken Farion; Wojtek Michalowski; Szymon Wilk; Steven Rubin; Dawid Weiss (AIME, 2005)

Supporting triage of children with abdominal pain in the emergency room. - Szymon Wilk; Roman Slowinski; Wojtek Michalowski; Salvatore Greco (Eur. J. Oper. Res., 2005)

Decision Making by Emergency Room Physicians and Residents: Results From a Clinical Trial. - Ken Farion; Michael J. Hine; Wojtek Michalowski; Szymon Wilk (AMCIS, 2006)

Bayesian Belief Network Model of the Radical Prostatectomy Pathway. - Wojtek Michalowski; Szymon Wilk; Anthony Thijssen; Mingmei Li (HICSS, 2006)

Developing a Decision Model for Asthma Exacerbations: Combining Rough Sets and Expert-Driven Selection of Clinical Attributes. - Ken Farion; Wojtek Michalowski; Szymon Wilk (RSCTC, 2006)

A Concept-Based Framework for Retrieving Evidence to Support Emergency Physician Decision Making at the Point of Care. - Dympna O'Sullivan; Ken Farion; Stan Matwin; Wojtek Michalowski; Szymon Wilk (K4CARE, 2007)

Using Secondary Knowledge to Support Decision Tree Classification of Retrospective Clinical Data. - Dympna O'Sullivan; William Elazmeh; Szymon Wilk; Ken Farion; Stan Matwin; Wojtek Michalowski; Morvarid Sehatkar (MCD, 2007)

Designing man-machine interactions for mobile clinical systems: MET triage support using Palm handhelds. - Wojtek Michalowski; Marta Kersten; Szymon Wilk; Roman Slowinski (Eur. J. Oper. Res., 2007)

A Constraint Satisfaction Approach to Data-Driven Implementation of Clinical Practice Guidelines. - Craig E. Kuziemsky; Dympna O'Sullivan; Wojtek Michalowski; Szymon Wilk; Ken Farion (AMIA, 2008)

Engineering of a Clinical Decision Support Framework for the Point of Care Use. - Szymon Wilk; Wojtek Michalowski; Dympna O'Sullivan; Ken Farion; Stan Matwin (AMIA, 2008)

Prospective evaluation of the MET-AP system providing triage plans for acute pediatric abdominal pain. - Ken Farion; Wojtek Michalowski; Steven Rubin; Szymon Wilk; Rhonda Correll; Isabelle Gaboury (Int. J. Medical Informatics, 2008)

Decision Making by Emergency Room Physicians and Residents: Implications for the Design of Clinical Decision Support Systems. - Michael J. Hine; Ken Farion; Wojtek Michalowski; Szymon Wilk (Int. J. Heal. Inf. Syst. Informatics, 2009)

Identifying inconsistencies in multiple clinical practice guidelines for a patient with co-morbidity. - Marisela Mainegra Hing; Martin Michalowski; Szymon Wilk; Wojtek Michalowski; Ken Farion (BIBM Workshops, 2010)

Representing clinical documents to support automatic retrieval of evidence from the Cochrane Library. - Dympna O'Sullivan; Wojtek Michalowski; Martin Michalowski; Szymon Wilk; Ken Farion (BIBM Workshops, 2010)

MET3-AE System to Support Management of Pediatric Asthma Exacerbation in the Emergency Department. - Szymon Wilk; Wojtek Michalowski; Ken Farion; Jelber Sayyad-Shirabad (MedInfo, 2010)

Automatic indexing and retrieval of encounter-specific evidence for point-of-care support. - Dympna O'Sullivan; Szymon Wilk; Wojtek Michalowski; Ken Farion (J. Biomed. Informatics, 2010)

A Tree-Based Decision Model to Support Prediction of the Severity of Asthma Exacerbations in Children. - Ken Farion; Wojtek Michalowski; Szymon Wilk; Dympna O'Sullivan; Stan Matwin (J. Medical Syst., 2010)

Classifying Severely Imbalanced Data. - William Klement; Szymon Wilk; Wojtek Michalowski; Stan Matwin (Canadian AI, 2011)

A Constraint Logic Programming Approach to Identifying Inconsistencies in Clinical Practice Guidelines for Patients with Comorbidity. - Martin Michalowski; Marisela Mainegra Hing; Szymon Wilk; Wojtek Michalowski; Ken Farion (AIME, 2011)

Application of Activity Theory to Elicitation of User Requirements for a Computerized Clinical Practice Guideline: the Actcpg Conceptual Framework. - Pavel Andreev; Wojtek Michalowski; Craig E. Kuziemsky; Stasia Hadjiyannakis (ECIS, 2012)

Discovering the Preferences of Physicians with Regards to Rank-Ordered Medical Documents. - Dympna O'Sullivan; Szymon Wilk; Wojtek Michalowski; Roman Slowinski; Roland Thomas; Ken Farion (IPMU (3), 2012)

Predicting the need for CT imaging in children with minor head injury using an ensemble of Naive Bayes classifiers. - William Klement; Szymon Wilk; Wojtek Michalowski; Ken Farion; Martin H. Osmond; Vedat Verter (Artif. Intell. Medicine, 2012)

Implementing an Integrative Multi-agent Clinical Decision Support System with Open Source Software. - Jelber Sayyad-Shirabad; Szymon Wilk; Wojtek Michalowski; Ken Farion (J. Medical Syst., 2012)

Using Constraint Logic Programming to Implement Iterative Actions and Numerical Measures during Mitigation of Concurrently Applied Clinical Practice Guidelines. - Martin Michalowski; Szymon Wilk; Wojtek Michalowski; Di Lin 001; Ken Farion; Subhra Mohapatra (AIME, 2013)

Evaluating Emergency Physicians: Data Envelopment Analysis Approach. - Javier Fiallos; Ken Farion; Wojtek Michalowski; Jonathan Patrick (AMIA, 2013)

Using PICO to Align Medical Evidence with MDs Decision Making Models. - Dympna O'Sullivan; Szymon Wilk; Wojtek Michalowski; Ken Farion (MedInfo, 2013)

Clinical Practice Guidelines and Comorbid Diseases: A MiniZinc Representation of Guideline Models for Mitigating Adverse Interactions. - Szymon Wilk; Martin Michalowski; Wojtek Michalowski; Ken Farion; Di Lin 001; Marisela Mainegra Hing; Subhra Mohapatra (MedInfo, 2013)

Special section on behavioral considerations in developing and applying operations research models. - Wojtek Michalowski; Hannele Wallenius (Ann. Oper. Res., 2013)

Mitigation of adverse interactions in pairs of clinical practice guidelines using constraint logic programming. - Szymon Wilk; Wojtek Michalowski; Martin Michalowski; Ken Farion; Marisela Mainegra Hing; Subhra Mohapatra (J. Biomed. Informatics, 2013)

Using First-Order Logic to Represent Clinical Practice Guidelines and to Mitigate Adverse Interactions. - Martin Michalowski; Szymon Wilk; Wojtek Michalowski; Xing Tan 002; Daniela Rosu 002 (AAAI Fall Symposia, 2014)

A Framework for Incorporating Patient Preferences to Deliver Participatory Medicine via Interdisciplinary Healthcare Teams. - Craig E. Kuziemsky; Davood Astaraky; Szymon Wilk; Wojtek Michalowski; Pavel Andreev (AMIA, 2014)

First-Order Logic Theory for Manipulating Clinical Practice Guidelines Applied to Comorbid Patients: A Case Study. - Martin Michalowski; Szymon Wilk; Xing Tan 002; Wojtek Michalowski (AMIA, 2014)

MET4: Supporting Workflow Execution for Interdisciplinary Healthcare Teams. - Szymon Wilk; Davood Astaraky; Wojtek Michalowski; Daniel Amyot; Runzhuo Li; Craig E. Kuziemsky; Pavel Andreev (Business Process Management Workshops, 2014)

Using First-Order Logic to Represent Clinical Practice Guidelines and to Mitigate Adverse Interactions. - Szymon Wilk; Martin Michalowski; Xing Tan 002; Wojtek Michalowski (KR4HC@VSL, 2014)

Expanding a First-Order Logic Mitigation Framework to Handle Multimorbid Patient Preferences. - Martin Michalowski; Szymon Wilk; Daniela Rosu 002; Mounira Kezadri; Wojtek Michalowski; Marc Carrier (AMIA, 2015)

Developing the Pathologists' Monthly Assignment Schedule: A Case Study at the Division of Anatomical Pathology of The Ottawa Hospital. - Amine Montazeri; Jonathan Patrick; Wojtek Michalowski; Diponkar Banerjee (AMIA, 2015)

A Framework for Modeling Workflow Execution by an Interdisciplinary Healthcare Team. - Mounira Kezadri-Hamiaz; Daniela Rosu 002; Szymon Wilk; Craig E. Kuziemsky; Wojtek Michalowski; Marc Carrier (MedInfo, 2015)

Predictive Analytics to Support Real-Time Management in Pathology Facilities. - Lysanne Lessard; Wojtek Michalowski; Wei Chen Li; Fawaz Halwani; Daniel Amyot; Diponkar Banerjee (AMIA, 2016)

Aligning Interdisciplinary Healthcare Team Behavior with Workflow Execution: An Example of a Radical Prostatectomy Workflow. - Szymon Wilk; Dympna O'Sullivan; Mounira Kezadri-Hamiaz; Craig E. Kuziemsky; Daniela Rosu 002; Wojtek Michalowski; Michael Fung Kee Fung (CBMS, 2016)

Application of Preprocessing Methods to Imbalanced Clinical Data: An Experimental Study. - Szymon Wilk; Jerzy Stefanowski; Szymon Wojciechowski; Ken J. Farion; Wojtek Michalowski (ITIB (1), 2016)

Using Semantic Components to Represent Dynamics of an Interdisciplinary Healthcare Team in a Multi-Agent Decision Support System. - Szymon Wilk; Mounira Kezadri-Hamiaz; Daniela Rosu 002; Craig E. Kuziemsky; Wojtek Michalowski; Daniel Amyot; Marc Carrier (J. Medical Syst., 2016)

AFGuide System to Support Personalized Management of Atrial Fibrillation. - Martin Michalowski; Wojtek Michalowski; Szymon Wilk; Dympna O'Sullivan; Marc Carrier (AAAI Workshops, 2017)

Supporting process execution by interdisciplinary healthcare teams: Middleware design for IBM BPM. - Nihan Çatal; Daniel Amyot; Wojtek Michalowski; Mounira Kezadri-Hamiaz; Malak Baslyman; Szymon Wilk; Randy Giffen (EUSPN/ICTH, 2017)

A Virtual Patient Navigation Application for Lung Cancer Assessment Patients. - Gursimran Singh Chandhoke; Ajaydeep Singh Grewal; Venus Pathak; Simrandeep Singh; Mir Kamyar Ziabari; Daniel Amyot; Hussein T. Mouftah; Wojtek Michalowski; Michael Fung Kee Fung; Jennifer Smylie; Salome Shin (MCETECH, 2017)

Comprehensive mitigation framework for concurrent application of multiple clinical practice guidelines. - Szymon Wilk; Martin Michalowski; Wojtek Michalowski; Daniela Rosu 002; Marc Carrier; Mounira Kezadri-Hamiaz (J. Biomed. Informatics, 2017)

Representing Drug Classes for Mitigating Concurrently Applied CPGs. - Martin Michalowski; Szymon Wilk; Wojtek Michalowski; Marc Carrier (AMIA, 2018)

Shared Decision-Making Ontology for a Healthcare Team Executing a Workflow, an Instantiation for Metastatic Spinal Cord Compression Management. - Enea Parimbelli; Szymon Wilk; Stephen P. Kingwell; Pavel Andreev; Wojtek Michalowski (AMIA, 2018)

Ideating Mobile Health Behavioral Support for Compliance to Therapy for Patients with Chronic Disease: A Case Study of Atrial Fibrillation Management. - Mor Peleg; Wojtek Michalowski; Szymon Wilk; Enea Parimbelli; Silvia Bonaccio; Dympna O'Sullivan; Martin Michalowski; Silvana Quaglini; Marc Carrier (J. Medical Syst., 2018)

Data Requirements for a Patient-Centered Learning Health System. - Lysanne Lessard; Antoine Sauré; Agnes Grudniewicz; William Gardner; James King; Wojtek Michalowski; David Murphy; Kathleen Pajer; Elyse Schipper; Sinthuja Suntharalingam; Raphaël Ménard-Grenier; Michael Cheng (AMIA, 2019)

How Do Spinal Surgeons Perceive The Impact of Factors Used in Post-Surgical Complication Risk Scores? - Enea Parimbelli; Szymon Wilk; Dympna O'Sullivan; Stephen P. Kingwell; Wojtek Michalowski; Martin Michalowski (AMIA, 2019)

Automated Pathologist Scheduling at The Ottawa Hospital. - Jonathan Patrick; Amine Montazeri; Wojtek Michalowski; Diponkar Banerjee (INFORMS J. Appl. Anal., 2019)

Multi-class imbalanced semi-supervised learning from streams through online ensembles. - Parsa Vafaie; Herna L. Viktor; Wojtek Michalowski (ICDM (Workshops), 2020)

A decision support system for home dialysis visit scheduling and nurse routing. - Ahmet Kandakoglu; Antoine Sauré; Wojtek Michalowski; Michael Aquino; Janet Graham; Brendan McCormick (Decis. Support Syst., 2020)

An ontology-driven framework to support the dynamic formation of an interdisciplinary healthcare team. - Szymon Wilk; Mounira Kezadri-Hamiaz; Daniel Amyot; Wojtek Michalowski; Craig E. Kuziemsky; Nihan Çatal; Daniela Rosu 002; Marc Carrier; Randy Giffen (Int. J. Medical Informatics, 2020)

MitPlan 2.0: Enhanced Support for Multi-morbid Patient Management Using Planning. - Martin Michalowski; Malvika Rao; Szymon Wilk; Wojtek Michalowski; Marc Carrier (AIME, 2021)

Towards a framework for comparing functionalities of multimorbidity clinical decision support: A literature-based feature set and benchmark cases. - Dympna O'Sullivan; William Van Woensel; Szymon Wilk; Samson W. Tu; Wojtek Michalowski; Samina Abidi; Marc Carrier; Ruth Edry; Irit Hochberg; Stephen P. Kingwell; Alexandra Kogan; Martin Michalowski; et al. (AMIA, 2021)

Paying Attention: Using a Siamese Pyramid Network for the Prediction of Protein-Protein Interactions with Folding and Self-Binding Primary Sequences. - Junzheng Wu; Eric Paquet; Herna L. Viktor; Wojtek Michalowski (IJCNN, 2021)

Online Semi-supervised Learning from Evolving Data Streams with Meta-features and Deep Reinforcement Learning. - Parsa Vafaie; Herna L. Viktor; Eric Paquet; Wojtek Michalowski (LOD, 2021)

Creating Mobile Self-Triage Applications: Requirements and Usability Perspectives. - Mir Kamyar Ziabari; Daniel Amyot; Wojtek Michalowski; El Mostafa Bouattane; Nassoh Hafez (RE Workshops, 2021)

MitPlan: A planning approach to mitigating concurrently applied clinical practice guidelines. - Martin Michalowski; Szymon Wilk; Wojtek Michalowski; Marc Carrier (Artif. Intell. Medicine, 2021)

Tree-based local explanations of machine learning model predictions, AraucanaXAI. - Enea Parimbelli; Giovanna Nicora; Szymon Wilk; Wojtek Michalowski; Riccardo Bellazzi (CoRR, 2021)

Supplement to Creating Mobile Self-Triage Applications: Requirements and Usability Perspectives. - Mir Kamyar Ziabari; Daniel Amyot; Wojtek Michalowski (Zenodo, 2021)

Towards an AI Planning-Based Pipeline for the Management of Multimorbid Patients. - Malvika Rao; Martin Michalowski; Szymon Wilk; Wojtek Michalowski; Amanda Jane Coles; Marc Carrier (AIME, 2022)

Adapting to Complexity: Deep Learnable Architecture for Protein-protein Interaction Predictions. - Junzheng Wu; Eric Paquet; Herna L. Viktor; Wojtek Michalowski (LOD (1), 2022)

Geometric Deep Learning for Protein-Protein Interaction Predictions. - Gabriel St-Pierre Lemieux; Eric Paquet; Herna L. Viktor; Wojtek Michalowski (IEEE Access, 2022)

Developing a pneumonia diagnosis ontology from multiple knowledge sources. - Sabrina Azzi; Wojtek Michalowski; Michal Iglewski (Health Informatics J., 2022)

ProVolOne - Protein Volume Prediction Using a Multi-attention, Multi-resolution Deep Neural Network and Finite Element Analysis. - Eric Paquet; Herna L. Viktor; Wojtek Michalowski; Gabriel St-Pierre Lemieux (LOD (1), 2023)

Using graph rewriting to operationalize medical knowledge for the revision of concurrently applied clinical practice guidelines. - Martin Michalowski; Malvika Rao; Szymon Wilk; Wojtek Michalowski; Marc Carrier (Artif. Intell. Medicine, 2023)

Performance evaluation of emergency department physicians using robust value-based additive efficiency model. - Anna Labijak-Kowalska; Milosz Kadzinski; Inga Spychala; Luis C. Dias; Javier Fiallos; Jonathan Patrick; Wojtek Michalowski; Ken Farion (Int. Trans. Oper. Res., 2023)

Why did AI get this one wrong? - Tree-based explanations of machine learning model predictions. - Enea Parimbelli; Tommaso Mario Buonocore; Giovanna Nicora; Wojtek Michalowski; Szymon Wilk; Riccardo Bellazzi (Artif. Intell. Medicine, 2023)

A community-of-practice-based evaluation methodology for knowledge intensive computational methods and its application to multimorbidity decision support. - William Van Woensel; Samson W. Tu; Wojtek Michalowski; Syed Sibte Raza Abidi; Samina Abidi; José Ramón Alonso 001; Alessio Bottrighi; Marc Carrier; Ruth Edry; Irit Hochberg; Malvika Rao; Stephen P. Kingwell; et al. (J. Biomed. Informatics, 2023)

Manually-Curated Versus LLM-Generated Explanations for Complex Patient Cases: An Exploratory Study with Physicians. - Martin Michalowski; Szymon Wilk; Jenny M. Bauer; Marc Carrier; Aurelien Delluc; Grégoire Le Gal; Tzu-Fei Wang; Deborah Siegal; Wojtek Michalowski (AIME (2), 2024)

Multi-Label Lifelong Machine Learning: A Scoping Review of Algorithms, Techniques, and Applications. - Mohammed Awal Kassim; Herna L. Viktor; Wojtek Michalowski (IEEE Access, 2024)

Provision and evaluation of explanations within an automated planning-based approach to solving the multimorbidity problem. - Martin Michalowski; Szymon Wilk; Wojtek Michalowski; Malvika Rao; Marc Carrier (J. Biomed. Informatics, 2024)

Knowledge transfer in lifelong machine learning: a systematic literature review. - Pouya Khodaee; Herna L. Viktor; Wojtek Michalowski (Artif. Intell. Rev., 2024)

Decision threshold models in medical decision making: a scoping literature review. - Andrew Scarffe; Alison Coates; Kevin Brand; Wojtek Michalowski (BMC Medical Informatics Decis. Mak., 2024)

CUE-X: A Framework for the Automatic Evaluation of Clinical Usefulness of Explanations for the Multimorbidity Problem. - Martin Michalowski; Szymon Wilk; Jenny M. Bauer; Marc Carrier; Herna L. Viktor; Wojtek Michalowski (AIME (1), 2025)