Marc Carrier

dblp:168/7637 · DBLP profile ↗
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14ranked-venue papers
0as first author
10since 2021 · last 2026
0000-0001-8296-2972ORCID · corroborated

Domains — the database's venue-derived domains; a paper can count in several

Applied, interdisciplinary, general and emerging computing · 12 · 8 since 2021Artificial intelligence and machine learning · 2 · 2 since 2021
YearPublicationVenuePosition
2026 SemAS - Semantic Alignment Score for XAI Applications in Clinical Decision Support
Laura Bergomi, Martin Michalowski, Szymon Wilk, Marc Carrier, Grégoire Le Gal, Tzu-Fei Wang, Wojtek Michalowski
AIME (1)4
2025 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)4
2024 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)4
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. Informatics5
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. Medicine5
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 0001, 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 0001, Paolo Terenziani, Szymon Wilk, Mor Peleg
J. Biomed. Informatics8
2022 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
AIME6
2021 MitPlan 2.0: Enhanced Support for Multi-morbid Patient Management Using Planning
Martin Michalowski, Malvika Rao, Szymon Wilk, Wojtek Michalowski, Marc Carrier
AIME5
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, Hugh O'Sullivan, Mor Peleg
AMIA7
2021 MitPlan: A planning approach to mitigating concurrently applied clinical practice guidelines
Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Marc Carrier
Artif. Intell. Medicine4
2019 MitPlan: A Planning Approach to Mitigating Concurrently Applied Clinical Practice Guidelines
Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Marc Carrier
AIME4
2018 Representing Drug Classes for Mitigating Concurrently Applied CPGs
Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Marc Carrier
AMIA4
2017 Comprehensive mitigation framework for concurrent application of multiple clinical practice guidelines
Szymon Wilk, Martin Michalowski, Wojtek Michalowski, Daniela Rosu 0002, Marc Carrier, Mounira Kezadri
J. Biomed. Informatics5
2015 Expanding a First-Order Logic Mitigation Framework to Handle Multimorbid Patient Preferences
Martin Michalowski, Szymon Wilk, Daniela Rosu 0002, Mounira Kezadri, Wojtek Michalowski, Marc Carrier
AMIA6