| 2026 | AIME | SemAS - Semantic Alignment Score for XAI Applications in Clinical Decision Support. | Laura Bergomi, Martin Michalowski, Szymon Wilk, Marc Carrier, Grgoire Le Gal, Tzu-Fei Wang, Wojtek Michalowski |
| 2025 | AIME | 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 |
| 2024 | AAAI | Introduction to the Special Track on Artificial Intelligence and COVID-19 (Abstract Reprint). | Martin Michalowski, Robert Moskovitch, Nitesh V. Chawla |
| 2024 | AIME | 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, Grgoire Le Gal, Tzu-Fei Wang, Deborah Siegal, Wojtek Michalowski |
| 2023 | Interspeech | Automated Neural Nursing Assistant (ANNA): An Over-The-Phone System for Cognitive Monitoring. | Jacob C. Solinsky, Raymond L. Finzel, Martin Michalowski, Serguei Pakhomov |
| 2022 | AIME | 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 |
| 2021 | AIME | MitPlan 2.0: Enhanced Support for Multi-morbid Patient Management Using Planning. | Martin Michalowski, Malvika Rao, Szymon Wilk, Wojtek Michalowski, Marc Carrier |
| 2021 | AMIA | 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, Hugh O'Sullivan, Mor Peleg |
| 2019 | AIME | MitPlan: A Planning Approach to Mitigating Concurrently Applied Clinical Practice Guidelines. | Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Marc Carrier |
| 2019 | AMIA | 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 |
| 2018 | AMIA | Representing Drug Classes for Mitigating Concurrently Applied CPGs. | Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Marc Carrier |
| 2017 | AAAI | AFGuide System to Support Personalized Management of Atrial Fibrillation. | Martin Michalowski, Wojtek Michalowski, Szymon Wilk, Dympna O'Sullivan, Marc Carrier |
| 2017 | AIME | Using Constraint Logic Programming for the Verification of Customized Decision Models for Clinical Guidelines. | Szymon Wilk, Adi Fux, Martin Michalowski, Mor Peleg, Pnina Soffer |
| 2015 | AMIA | Expanding a First-Order Logic Mitigation Framework to Handle Multimorbid Patient Preferences. | Martin Michalowski, Szymon Wilk, Daniela Rosu, Mounira Kezadri, Wojtek Michalowski, Marc Carrier |
| 2014 | AMIA | First-Order Logic Theory for Manipulating Clinical Practice Guidelines Applied to Comorbid Patients: A Case Study. | Martin Michalowski, Szymon Wilk, Xing Tan, Wojtek Michalowski |
| 2013 | AIME | 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, Ken Farion, Subhra Mohapatra |
| 2011 | AAAI | Bayesian Learning of Generalized Board Positions for Improved Move Prediction in Computer Go. | Martin Michalowski, Mark S. Boddy, Mike Neilsen |
| 2011 | AIME | 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 |
| 2007 | CP | Reformulating CSPs for Scalability with Application to Geospatial Reasoning. | Kenneth M. Bayer, Martin Michalowski, Berthe Y. Choueiry, Craig A. Knoblock |
| 2006 | AAAI | A Generalized Query Framework for Geospatial Reasoning. | Martin Michalowski |
| 2005 | AAAI | A Constraint Satisfaction Approach to Geospatial Reasoning. | Martin Michalowski, Craig A. Knoblock |
| 2005 | ICDM | A Heterogeneous Field Matching Method for Record Linkage. | Steven Minton, Claude Nanjo, Craig A. Knoblock, Martin Michalowski, Matthew Michelson |