| 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 | 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 |
| 2022 | ADBIS | Comparision of Models Built Using AutoML and Data Fusion. | Anam Haq, Szymon Wilk, Alberto Abell |
| 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 |
| 2022 | AMIA | How to Improve Digital Wellbeing Interventions? Preliminary Study of Factors Affecting Intervention Engagement, Impact, and Habit Formation. | Aneta Lisowska, Shiri Lavy, Szymon Wilk, Mor Peleg |
| 2021 | AIME | Catching Patient's Attention at the Right Time to Help Them Undergo Behavioural Change: Stress Classification Experiment from Blood Volume Pulse. | Aneta Lisowska, Szymon Wilk, Mor Peleg |
| 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 | AIME | CAncer PAtients Better Life Experience (CAPABLE) First Proof-of-Concept Demonstration. | Enea Parimbelli, Matteo Gabetta, Giordano Lanzola, Francesca Polce, Szymon Wilk, David Glasspool, Alexandra Kogan, Roy Leizer, Vitali Gisko, Nicole Veggiotti, Silvia Panzarasa, Rowdy de Groot, Manuel Ottaviano, Lucia Sacchi, Ronald Cornet, Mor Peleg, Silvana Quaglini |
| 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 |
| 2021 | CBMS | Is it a good time to survey you? Cognitive load classification from blood volume pulse. | Aneta Lisowska, Szymon Wilk, Mor Peleg |
| 2020 | AIME | Assessing the Impact of Distance Functions on K-Nearest Neighbours Imputation of Biomedical Datasets. | Miriam Seoane Santos, Pedro H. Abreu, Szymon Wilk, Joo A. M. Santos |
| 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 |
| 2018 | AMIA | 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 |
| 2018 | DOLAP | Application of Structural and Textural Features from X-ray Images to Predict the Type of Bone Fracture Treatment. | Anam Haq, Szymon Wilk |
| 2017 | AAAI | AFGuide System to Support Personalized Management of Atrial Fibrillation. | Martin Michalowski, Wojtek Michalowski, Szymon Wilk, Dympna O'Sullivan, Marc Carrier |
| 2017 | ADBIS | Fusion of Clinical Data: A Case Study to Predict the Type of Treatment of Bone Fractures. | Anam Haq, Szymon Wilk |
| 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 |
| 2017 | EUSPN | Supporting process execution by interdisciplinary healthcare teams: Middleware design for IBM BPM. | Nihan atal, Daniel Amyot, Wojtek Michalowski, Mounira Kezadri-Hamiaz, Malak Baslyman, Szymon Wilk, Randy Giffen |
| 2016 | CBMS | 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, Wojtek Michalowski, Michael Fung Kee Fung |
| 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 | 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 |
| 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 |
| 2014 | BPM | MET4: Supporting Workflow Execution for Interdisciplinary Healthcare Teams. | Szymon Wilk, Davood Astaraky, Wojtek Michalowski, Daniel Amyot, Runzhuo Li, Craig E. Kuziemsky, Pavel Andreev |
| 2014 | KES | Sequential Classification by Exploring Levels of Abstraction. | Tomasz Lukaszewski, Szymon Wilk |
| 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 |
| 2012 | IPMU | 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 |
| 2011 | AI | Classifying Severely Imbalanced Data. | William Klement, Szymon Wilk, Wojtek Michalowski, Stan Matwin |
| 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 |
| 2008 | AMIA | A Constraint Satisfaction Approach to Data-Driven Implementation of Clinical Practice Guidelines. | Craig E. Kuziemsky, Dympna O'Sullivan, Wojtek Michalowski, Szymon Wilk, Ken Farion |
| 2008 | AMIA | Engineering of a Clinical Decision Support Framework for the Point of Care Use. | Szymon Wilk, Wojtek Michalowski, Dympna O'Sullivan, Ken Farion, Stan Matwin |
| 2008 | DaWaK | Selective Pre-processing of Imbalanced Data for Improving Classification Performance. | Jerzy Stefanowski, Szymon Wilk |
| 2007 | AIME | 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 |
| 2005 | AIME | Mining Clinical Data: Selecting Decision Support Algorithm for the MET-AP System. | Jerzy Blaszczynski, Ken Farion, Wojtek Michalowski, Szymon Wilk, Steven Rubin, Dawid Weiss |
| 2004 | AAAI | Mobile Emergency Triage Support System. | Wojtek Michalowski, Roman Slowinski, Szymon Wilk |
| 2004 | KES | A Comparison of Two Approaches to Data Mining from Imbalanced Data. | Jerzy W. Grzymala-Busse, Jerzy Stefanowski, Szymon Wilk |
| 1999 | ISMIS | Rough Set Based Data Exploration Using ROSE System. | Bartlomiej Predki, Szymon Wilk |