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2020 – today
- 2024
[j8]Martin Michalowski
, Szymon Wilk, Wojtek Michalowski, Malvika Rao, Marc Carrier:
Provision and evaluation of explanations within an automated planning-based approach to solving the multimorbidity problem. J. Biomed. Informatics 156: 104681 (2024)- [c9]Martin Michalowski, Szymon Wilk, Jenny M. Bauer, Marc Carrier, Aurelien Delluc, Grégoire Le Gal, Tzu-Fei Wang, Deborah Siegal, Wojtek Michalowski:
Manually-Curated Versus LLM-Generated Explanations for Complex Patient Cases: An Exploratory Study with Physicians. AIME (2) 2024: 313-323 - 2023
- [j7]Martin Michalowski, Malvika Rao, Szymon Wilk, Wojtek Michalowski, Marc Carrier:
Using graph rewriting to operationalize medical knowledge for the revision of concurrently applied clinical practice guidelines. Artif. Intell. Medicine 140: 102550 (2023) - [j6]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:
A community-of-practice-based evaluation methodology for knowledge intensive computational methods and its application to multimorbidity decision support. J. Biomed. Informatics 142: 104395 (2023) - 2022
- [c8]Malvika Rao, Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Amanda Jane Coles, Marc Carrier:
Towards an AI Planning-Based Pipeline for the Management of Multimorbid Patients. AIME 2022: 14-23 - 2021
- [j5]Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Marc Carrier:
MitPlan: A planning approach to mitigating concurrently applied clinical practice guidelines. Artif. Intell. Medicine 112: 102002 (2021) - [c7]Martin Michalowski, Malvika Rao, Szymon Wilk, Wojtek Michalowski, Marc Carrier:
MitPlan 2.0: Enhanced Support for Multi-morbid Patient Management Using Planning. AIME 2021: 276-286 - [c6]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:
Towards a framework for comparing functionalities of multimorbidity clinical decision support: A literature-based feature set and benchmark cases. AMIA 2021 - 2020
- [j4]Szymon Wilk, Mounira Kezadri-Hamiaz, Daniel Amyot, Wojtek Michalowski, Craig E. Kuziemsky, Nihan Çatal, Daniela Rosu, Marc Carrier, Randy Giffen:
An ontology-driven framework to support the dynamic formation of an interdisciplinary healthcare team. Int. J. Medical Informatics 136: 104075 (2020)
2010 – 2019
- 2019
- [c5]Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Marc Carrier:
MitPlan: A Planning Approach to Mitigating Concurrently Applied Clinical Practice Guidelines. AIME 2019: 93-103 - 2018
- [j3]Mor Peleg, Wojtek Michalowski, Szymon Wilk, Enea Parimbelli, Silvia Bonaccio, Dympna O'Sullivan, Martin Michalowski, Silvana Quaglini, Marc Carrier:
Ideating Mobile Health Behavioral Support for Compliance to Therapy for Patients with Chronic Disease: A Case Study of Atrial Fibrillation Management. J. Medical Syst. 42(11): 234:1-234:15 (2018) - [c4]Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Marc Carrier:
Representing Drug Classes for Mitigating Concurrently Applied CPGs. AMIA 2018 - 2017
- [j2]Szymon Wilk, Martin Michalowski, Wojtek Michalowski, Daniela Rosu, Marc Carrier, Mounira Kezadri-Hamiaz:
Comprehensive mitigation framework for concurrent application of multiple clinical practice guidelines. J. Biomed. Informatics 66: 52-71 (2017) - [c3]Martin Michalowski, Wojtek Michalowski, Szymon Wilk, Dympna O'Sullivan, Marc Carrier:
AFGuide System to Support Personalized Management of Atrial Fibrillation. AAAI Workshops 2017 - 2016
- [j1]Szymon Wilk, Mounira Kezadri-Hamiaz, Daniela Rosu, Craig E. Kuziemsky, Wojtek Michalowski, Daniel Amyot, Marc Carrier:
Using Semantic Components to Represent Dynamics of an Interdisciplinary Healthcare Team in a Multi-Agent Decision Support System. J. Medical Syst. 40(2): 42:1-42:12 (2016) - 2015
- [c2]Martin Michalowski, Szymon Wilk, Daniela Rosu, Mounira Kezadri, Wojtek Michalowski, Marc Carrier:
Expanding a First-Order Logic Mitigation Framework to Handle Multimorbid Patient Preferences. AMIA 2015 - [c1]Mounira Kezadri-Hamiaz, Daniela Rosu, Szymon Wilk, Craig E. Kuziemsky, Wojtek Michalowski, Marc Carrier:
A Framework for Modeling Workflow Execution by an Interdisciplinary Healthcare Team. MedInfo 2015: 1100
Coauthor Index
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