Wojtek Michalowski

90 papers A* 1B 9Misc 13Journal 36Unranked 31

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	CUE-X: A Framework for the Automatic Evaluation of Clinical Usefulness of Explanations for the Multimorbidity Problem. AIME (1) Martin Michalowski, Szymon Wilk, Jenny M. Bauer, Marc Carrier, Herna L. Viktor, Wojtek Michalowski
2025	B	`conf`	Protein structure generation using a variational autoencoder with Lévy noise and quantum graph transformer. IJCNN Eric Paquet, Herna L. Viktor, Wojtek Michalowski
2024	J	`jnl`	Decision threshold models in medical decision making: a scoping literature review. BMC Medical Informatics Decis. Mak. Andrew Scarffe, Alison Coates, Kevin Brand, Wojtek Michalowski
2024	J	`jnl`	Knowledge transfer in lifelong machine learning: a systematic literature review. Artif. Intell. Rev. Pouya Khodaee, Herna L. Viktor, Wojtek Michalowski
2024	—	`conf`	Manually-Curated Versus LLM-Generated Explanations for Complex Patient Cases: An Exploratory Study with Physicians. AIME (2) Martin Michalowski, Szymon Wilk, Jenny M. Bauer, Marc Carrier, Aurelien Delluc, Grégoire Le Gal, Tzu-Fei Wang, Deborah Siegal, Wojtek Michalowski
2024	J	`jnl`	Multi-Label Lifelong Machine Learning: A Scoping Review of Algorithms, Techniques, and Applications. IEEE Access Mohammed Awal Kassim, Herna L. Viktor, Wojtek Michalowski
2024	J	`jnl`	Primary sequence based protein-protein interaction binder generation with transformers. Complex Intell. Syst. Junzheng Wu, Eric Paquet, Herna L. Viktor, Wojtek Michalowski
2024	J	`jnl`	Provision and evaluation of explanations within an automated planning-based approach to solving the multimorbidity problem. J. Biomed. Informatics Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Malvika Rao, Marc Carrier
2023	J	`jnl`	A community-of-practice-based evaluation methodology for knowledge intensive computational methods and its application to multimorbidity decision support. J. Biomed. Informatics William Van Woensel, Samson W. Tu, Wojtek Michalowski, Syed Sibte Raza Abidi, Samina Abidi, José Ramón Alonso, Alessio Bottrighi, Marc Carrier, Ruth Edry, Irit Hochberg, Malvika Rao, Stephen P. Kingwell, Alexandra Kogan, Mar Marcos, Begoña Martínez-Salvador, Martin Michalowski, Luca Piovesan, David Riaño, Paolo Terenziani, Szymon Wilk, Mor Peleg
2023	J	`jnl`	Performance evaluation of emergency department physicians using robust value-based additive efficiency model. Int. Trans. Oper. Res. Anna Labijak-Kowalska, Milosz Kadzinski, Inga Spychala, Luis C. Dias, Javier Fiallos, Jonathan Patrick, Wojtek Michalowski, Ken Farion
2023	—	`conf`	ProVolOne - Protein Volume Prediction Using a Multi-attention, Multi-resolution Deep Neural Network and Finite Element Analysis. LOD (1) Eric Paquet, Herna L. Viktor, Wojtek Michalowski, Gabriel St-Pierre Lemieux
2023	J	`jnl`	Using graph rewriting to operationalize medical knowledge for the revision of concurrently applied clinical practice guidelines. Artif. Intell. Medicine Martin Michalowski, Malvika Rao, Szymon Wilk, Wojtek Michalowski, Marc Carrier
2023	J	`jnl`	Why did AI get this one wrong? - Tree-based explanations of machine learning model predictions. Artif. Intell. Medicine Enea Parimbelli, Tommaso Mario Buonocore, Giovanna Nicora, Wojtek Michalowski, Szymon Wilk, Riccardo Bellazzi
2022	—	`conf`	Adapting to Complexity: Deep Learnable Architecture for Protein-protein Interaction Predictions. LOD (1) Junzheng Wu, Eric Paquet, Herna L. Viktor, Wojtek Michalowski
2022	J	`jnl`	Developing a pneumonia diagnosis ontology from multiple knowledge sources. Health Informatics J. Sabrina Azzi, Wojtek Michalowski, Michal Iglewski
2022	J	`jnl`	Geometric Deep Learning for Protein-Protein Interaction Predictions. IEEE Access Gabriel St-Pierre Lemieux, Eric Paquet, Herna L. Viktor, Wojtek Michalowski
2022	B	`conf`	Towards an AI Planning-Based Pipeline for the Management of Multimorbid Patients. AIME Malvika Rao, Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Amanda Jane Coles, Marc Carrier
2021	—	`conf`	Creating Mobile Self-Triage Applications: Requirements and Usability Perspectives. RE Workshops Mir Kamyar Ziabari, Daniel Amyot, Wojtek Michalowski, El Mostafa Bouattane, Nassoh Hafez
2021	B	`conf`	MitPlan 2.0: Enhanced Support for Multi-morbid Patient Management Using Planning. AIME Martin Michalowski, Malvika Rao, Szymon Wilk, Wojtek Michalowski, Marc Carrier
2021	J	`jnl`	MitPlan: A planning approach to mitigating concurrently applied clinical practice guidelines. Artif. Intell. Medicine Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Marc Carrier
2021	—	`conf`	Online Semi-supervised Learning from Evolving Data Streams with Meta-features and Deep Reinforcement Learning. LOD Parsa Vafaie, Herna L. Viktor, Eric Paquet, Wojtek Michalowski
2021	B	`conf`	Paying Attention: Using a Siamese Pyramid Network for the Prediction of Protein-Protein Interactions with Folding and Self-Binding Primary Sequences. IJCNN Junzheng Wu, Eric Paquet, Herna L. Viktor, Wojtek Michalowski
2021	Misc	`conf`	Towards a framework for comparing functionalities of multimorbidity clinical decision support: A literature-based feature set and benchmark cases. AMIA 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, Hugh O'Sullivan, Mor Peleg
2021	J	`jnl`	Tree-based local explanations of machine learning model predictions, AraucanaXAI. CoRR Enea Parimbelli, Giovanna Nicora, Szymon Wilk, Wojtek Michalowski, Riccardo Bellazzi
2020	J	`jnl`	A decision support system for home dialysis visit scheduling and nurse routing. Decis. Support Syst. Ahmet Kandakoglu, Antoine Sauré, Wojtek Michalowski, Michael Aquino, Janet Graham, Brendan McCormick
2020	J	`jnl`	An ontology-driven framework to support the dynamic formation of an interdisciplinary healthcare team. Int. J. Medical Informatics Szymon Wilk, Mounira Kezadri-Hamiaz, Daniel Amyot, Wojtek Michalowski, Craig E. Kuziemsky, Nihan Çatal, Daniela Rosu, Marc Carrier, Randy Giffen
2020	—	`conf`	Multi-class imbalanced semi-supervised learning from streams through online ensembles. ICDM (Workshops) Parsa Vafaie, Herna L. Viktor, Wojtek Michalowski
2019	J	`jnl`	Automated Pathologist Scheduling at The Ottawa Hospital. INFORMS J. Appl. Anal. Jonathan Patrick, Amine Montazeri, Wojtek Michalowski, Diponkar Banerjee
2019	Misc	`conf`	Data Requirements for a Patient-Centered Learning Health System. AMIA 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
2019	Misc	`conf`	How Do Spinal Surgeons Perceive The Impact of Factors Used in Post-Surgical Complication Risk Scores? AMIA Enea Parimbelli, Szymon Wilk, Dympna O'Sullivan, Stephen P. Kingwell, Wojtek Michalowski, Martin Michalowski
2019	B	`conf`	MitPlan: A Planning Approach to Mitigating Concurrently Applied Clinical Practice Guidelines. AIME Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Marc Carrier
2018	J	`jnl`	Ideating Mobile Health Behavioral Support for Compliance to Therapy for Patients with Chronic Disease: A Case Study of Atrial Fibrillation Management. J. Medical Syst. Mor Peleg, Wojtek Michalowski, Szymon Wilk, Enea Parimbelli, Silvia Bonaccio, Dympna O'Sullivan, Martin Michalowski, Silvana Quaglini, Marc Carrier
2018	Misc	`conf`	Representing Drug Classes for Mitigating Concurrently Applied CPGs. AMIA Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Marc Carrier
2018	Misc	`conf`	Shared Decision-Making Ontology for a Healthcare Team Executing a Workflow, an Instantiation for Metastatic Spinal Cord Compression Management. AMIA Enea Parimbelli, Szymon Wilk, Stephen P. Kingwell, Pavel Andreev, Wojtek Michalowski
2017	—	`conf`	A Virtual Patient Navigation Application for Lung Cancer Assessment Patients. MCETECH 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
2017	—	`conf`	AFGuide System to Support Personalized Management of Atrial Fibrillation. AAAI Workshops Martin Michalowski, Wojtek Michalowski, Szymon Wilk, Dympna O'Sullivan, Marc Carrier
2017	J	`jnl`	Comprehensive mitigation framework for concurrent application of multiple clinical practice guidelines. J. Biomed. Informatics Szymon Wilk, Martin Michalowski, Wojtek Michalowski, Daniela Rosu, Marc Carrier, Mounira Kezadri-Hamiaz
2017	—	`conf`	Supporting process execution by interdisciplinary healthcare teams: Middleware design for IBM BPM. EUSPN/ICTH Nihan Çatal, Daniel Amyot, Wojtek Michalowski, Mounira Kezadri-Hamiaz, Malak Baslyman, Szymon Wilk, Randy Giffen
2016	B	`conf`	Aligning Interdisciplinary Healthcare Team Behavior with Workflow Execution: An Example of a Radical Prostatectomy Workflow. CBMS Szymon Wilk, Dympna O'Sullivan, Mounira Kezadri-Hamiaz, Craig E. Kuziemsky, Daniela Rosu, Wojtek Michalowski, Michael Fung Kee Fung
2016	—	`conf`	Application of Preprocessing Methods to Imbalanced Clinical Data: An Experimental Study. ITIB (1) Szymon Wilk, Jerzy Stefanowski, Szymon Wojciechowski, Ken J. Farion, Wojtek Michalowski
2016	Misc	`conf`	Predictive Analytics to Support Real-Time Management in Pathology Facilities. AMIA Lysanne Lessard, Wojtek Michalowski, Wei Chen Li, Fawaz Halwani, Daniel Amyot, Diponkar Banerjee
2016	J	`jnl`	Using Semantic Components to Represent Dynamics of an Interdisciplinary Healthcare Team in a Multi-Agent Decision Support System. J. Medical Syst. Szymon Wilk, Mounira Kezadri-Hamiaz, Daniela Rosu, Craig E. Kuziemsky, Wojtek Michalowski, Daniel Amyot, Marc Carrier
2015	—	`conf`	A Framework for Modeling Workflow Execution by an Interdisciplinary Healthcare Team. MedInfo Mounira Kezadri-Hamiaz, Daniela Rosu, Szymon Wilk, Craig E. Kuziemsky, Wojtek Michalowski, Marc Carrier
2015	Misc	`conf`	Developing the Pathologists' Monthly Assignment Schedule: A Case Study at the Division of Anatomical Pathology of The Ottawa Hospital. AMIA Amine Montazeri, Jonathan Patrick, Wojtek Michalowski, Diponkar Banerjee
2015	Misc	`conf`	Expanding a First-Order Logic Mitigation Framework to Handle Multimorbid Patient Preferences. AMIA Martin Michalowski, Szymon Wilk, Daniela Rosu, Mounira Kezadri, Wojtek Michalowski, Marc Carrier
2014	Misc	`conf`	A Framework for Incorporating Patient Preferences to Deliver Participatory Medicine via Interdisciplinary Healthcare Teams. AMIA Craig E. Kuziemsky, Davood Astaraky, Szymon Wilk, Wojtek Michalowski, Pavel Andreev
2014	Misc	`conf`	First-Order Logic Theory for Manipulating Clinical Practice Guidelines Applied to Comorbid Patients: A Case Study. AMIA Martin Michalowski, Szymon Wilk, Xing Tan, Wojtek Michalowski
2014	—	`conf`	MET4: Supporting Workflow Execution for Interdisciplinary Healthcare Teams. Business Process Management Workshops Szymon Wilk, Davood Astaraky, Wojtek Michalowski, Daniel Amyot, Runzhuo Li, Craig E. Kuziemsky, Pavel Andreev
2014	—	`conf`	Using First-Order Logic to Represent Clinical Practice Guidelines and to Mitigate Adverse Interactions. AAAI Fall Symposia Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Xing Tan, Daniela Rosu
2014	—	`conf`	Using First-Order Logic to Represent Clinical Practice Guidelines and to Mitigate Adverse Interactions. KR4HC@VSL Szymon Wilk, Martin Michalowski, Xing Tan, Wojtek Michalowski
2013	—	`conf`	Clinical Practice Guidelines and Comorbid Diseases: A MiniZinc Representation of Guideline Models for Mitigating Adverse Interactions. MedInfo Szymon Wilk, Martin Michalowski, Wojtek Michalowski, Ken Farion, Di Lin, Marisela Mainegra Hing, Subhra Mohapatra
2013	Misc	`conf`	Evaluating Emergency Physicians: Data Envelopment Analysis Approach. AMIA Javier Fiallos, Ken Farion, Wojtek Michalowski, Jonathan Patrick
2013	J	`jnl`	Mitigation of adverse interactions in pairs of clinical practice guidelines using constraint logic programming. J. Biomed. Informatics Szymon Wilk, Wojtek Michalowski, Martin Michalowski, Ken Farion, Marisela Mainegra Hing, Subhra Mohapatra
2013	J	`jnl`	Special section on behavioral considerations in developing and applying operations research models. Ann. Oper. Res. Wojtek Michalowski, Hannele Wallenius
2013	B	`conf`	Using Constraint Logic Programming to Implement Iterative Actions and Numerical Measures during Mitigation of Concurrently Applied Clinical Practice Guidelines. AIME Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Di Lin, Ken Farion, Subhra Mohapatra
2013	—	`conf`	Using PICO to Align Medical Evidence with MDs Decision Making Models. MedInfo Dympna O'Sullivan, Szymon Wilk, Wojtek Michalowski, Ken Farion
2012	—	`conf`	Application of Activity Theory to Elicitation of User Requirements for a Computerized Clinical Practice Guideline: the Actcpg Conceptual Framework. ECIS Pavel Andreev, Wojtek Michalowski, Craig E. Kuziemsky, Stasia Hadjiyannakis
2012	—	`conf`	Discovering the Preferences of Physicians with Regards to Rank-Ordered Medical Documents. IPMU (3) Dympna O'Sullivan, Szymon Wilk, Wojtek Michalowski, Roman Slowinski, Roland Thomas, Ken Farion
2012	J	`jnl`	Implementing an Integrative Multi-agent Clinical Decision Support System with Open Source Software. J. Medical Syst. Jelber Sayyad-Shirabad, Szymon Wilk, Wojtek Michalowski, Ken Farion
2012	J	`jnl`	Predicting the need for CT imaging in children with minor head injury using an ensemble of Naive Bayes classifiers. Artif. Intell. Medicine William Klement, Szymon Wilk, Wojtek Michalowski, Ken Farion, Martin H. Osmond, Vedat Verter
2011	B	`conf`	A Constraint Logic Programming Approach to Identifying Inconsistencies in Clinical Practice Guidelines for Patients with Comorbidity. AIME Martin Michalowski, Marisela Mainegra Hing, Szymon Wilk, Wojtek Michalowski, Ken Farion
2011	—	`conf`	Classifying Severely Imbalanced Data. Canadian AI William Klement, Szymon Wilk, Wojtek Michalowski, Stan Matwin
2010	J	`jnl`	A Tree-Based Decision Model to Support Prediction of the Severity of Asthma Exacerbations in Children. J. Medical Syst. Ken Farion, Wojtek Michalowski, Szymon Wilk, Dympna O'Sullivan, Stan Matwin
2010	J	`jnl`	Automatic indexing and retrieval of encounter-specific evidence for point-of-care support. J. Biomed. Informatics Dympna O'Sullivan, Szymon Wilk, Wojtek Michalowski, Ken Farion
2010	—	`conf`	Identifying inconsistencies in multiple clinical practice guidelines for a patient with co-morbidity. BIBM Workshops Marisela Mainegra Hing, Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Ken Farion
2010	—	`conf`	MET3-AE System to Support Management of Pediatric Asthma Exacerbation in the Emergency Department. MedInfo Szymon Wilk, Wojtek Michalowski, Ken Farion, Jelber Sayyad-Shirabad
2010	—	`conf`	Representing clinical documents to support automatic retrieval of evidence from the Cochrane Library. BIBM Workshops Dympna O'Sullivan, Wojtek Michalowski, Martin Michalowski, Szymon Wilk, Ken Farion
2009	J	`jnl`	Decision Making by Emergency Room Physicians and Residents: Implications for the Design of Clinical Decision Support Systems. Int. J. Heal. Inf. Syst. Informatics Michael J. Hine, Ken Farion, Wojtek Michalowski, Szymon Wilk
2008	Misc	`conf`	A Constraint Satisfaction Approach to Data-Driven Implementation of Clinical Practice Guidelines. AMIA Craig E. Kuziemsky, Dympna O'Sullivan, Wojtek Michalowski, Szymon Wilk, Ken Farion
2008	Misc	`conf`	Engineering of a Clinical Decision Support Framework for the Point of Care Use. AMIA Szymon Wilk, Wojtek Michalowski, Dympna O'Sullivan, Ken Farion, Stan Matwin
2008	J	`jnl`	Prospective evaluation of the MET-AP system providing triage plans for acute pediatric abdominal pain. Int. J. Medical Informatics Ken Farion, Wojtek Michalowski, Steven Rubin, Szymon Wilk, Rhonda Correll, Isabelle Gaboury
2007	—	`conf`	A Concept-Based Framework for Retrieving Evidence to Support Emergency Physician Decision Making at the Point of Care. K4CARE Dympna O'Sullivan, Ken Farion, Stan Matwin, Wojtek Michalowski, Szymon Wilk
2007	J	`jnl`	Designing man-machine interactions for mobile clinical systems: MET triage support using Palm handhelds. Eur. J. Oper. Res. Wojtek Michalowski, Marta Kersten, Szymon Wilk, Roman Slowinski
2007	—	`conf`	Using Secondary Knowledge to Support Decision Tree Classification of Retrospective Clinical Data. MCD Dympna O'Sullivan, William Elazmeh, Szymon Wilk, Ken Farion, Stan Matwin, Wojtek Michalowski, Morvarid Sehatkar
2006	—	`conf`	Bayesian Belief Network Model of the Radical Prostatectomy Pathway. HICSS Wojtek Michalowski, Szymon Wilk, Anthony Thijssen, Mingmei Li
2006	—	`conf`	Decision Making by Emergency Room Physicians and Residents: Results From a Clinical Trial. AMCIS Ken Farion, Michael J. Hine, Wojtek Michalowski, Szymon Wilk
2006	—	`conf`	Developing a Decision Model for Asthma Exacerbations: Combining Rough Sets and Expert-Driven Selection of Clinical Attributes. RSCTC Ken Farion, Wojtek Michalowski, Szymon Wilk
2005	B	`conf`	Mining Clinical Data: Selecting Decision Support Algorithm for the MET-AP System. AIME Jerzy Blaszczynski, Ken Farion, Wojtek Michalowski, Szymon Wilk, Steven Rubin, Dawid Weiss
2005	J	`jnl`	Supporting triage of children with abdominal pain in the emergency room. Eur. J. Oper. Res. Szymon Wilk, Roman Slowinski, Wojtek Michalowski, Salvatore Greco
2004	A*	`conf`	Mobile Emergency Triage Support System. AAAI Wojtek Michalowski, Roman Slowinski, Szymon Wilk
2004	—	`conf`	Rough Set Methodology in Clinical Practice: Controlled Hospital Trial of the MET System. Rough Sets and Current Trends in Computing Ken Farion, Wojtek Michalowski, Roman Slowinski, Szymon Wilk, Steven Rubin
2004	—	`conf`	Triage of Acute Abdominal Pain in Childhood: Clinical Use of a Palm Handheld in a Pediatric Emergency Department. HICSS Wojtek Michalowski, Steven Rubin, Roman Slowinski, Szymon Wilk
2003	J	`jnl`	Incorporating wealth information into a multiple criteria decision making model. Eur. J. Oper. Res. Esra Köktener Karasakal, Wojtek Michalowski
2003	J	`jnl`	Mobile clinical support system for pediatric emergencies. Decis. Support Syst. Wojtek Michalowski, Steven Rubin, Roman Slowinski, Szymon Wilk
1999	J	`jnl`	Searching for psychologically stable solutions of multiple criteria decision problems. Eur. J. Oper. Res. Ignacy Kaliszewski, Wojtek Michalowski
1992	J	`jnl`	A Bi-Reference Procedure for Interactive Multiple Criteria Programming. Oper. Res. Wojtek Michalowski, Tomasz Szapiro
1989	J	`jnl`	A procedure for worst outcomes displacement in multiple criteria decision making. Comput. Oper. Res. Wojtek Michalowski, Tomasz Szapiro
1989	J	`jnl`	Negoplan: an expert system shell for negotiation support. IEEE Expert Stan Matwin, Stan Szpakowicz, Zbig Koperczak, Gregory E. Kersten, Wojtek Michalowski
1988	J	`jnl`	Use of the displaced worst compromise in interactive multiobjective programming. IEEE Trans. Syst. Man Cybern. Wojtek Michalowski
1987	—	`conf`	A Logic-Based Tools for Negotiation Support. SLP Stan Matwin, Stan Szpakowicz, Gregory E. Kersten, Wojtek Michalowski, Zbig Koperczak