Marc Carrier

According to our database, Marc Carrier authored at least 16 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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. Informatics, 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

Proceedings of the Artificial Intelligence in Medicine - 22nd International Conference, 2024

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, 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

J. Biomed. Informatics, June, 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. Medicine, 2023

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

Proceedings of the Artificial Intelligence in Medicine, 2022

2021

MitPlan: A planning approach to mitigating concurrently applied clinical practice guidelines.

Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Marc Carrier

Artif. Intell. Medicine, 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

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

MitPlan 2.0: Enhanced Support for Multi-morbid Patient Management Using Planning.

Martin Michalowski, Malvika Rao, Szymon Wilk, Wojtek Michalowski, Marc Carrier

Proceedings of the Artificial Intelligence in Medicine, 2021

2020

An ontology-driven framework to support the dynamic formation of an interdisciplinary healthcare team.

Szymon Wilk, Mounira Kezadri-Hamiaz, Daniel Amyot, Wojtek Michalowski, Craig E. Kuziemsky, Nihan Çatal, Daniela Rosu, Marc Carrier, Randy Giffen

Int. J. Medical Informatics, 2020

2018

Ideating Mobile Health Behavioral Support for Compliance to Therapy for Patients with Chronic Disease: A Case Study of Atrial Fibrillation Management.

Mor Peleg, Wojtek Michalowski, Szymon Wilk, Enea Parimbelli, Silvia Bonaccio, Dympna O'Sullivan, Martin Michalowski, Silvana Quaglini, Marc Carrier

J. Medical Syst., 2018

Representing Drug Classes for Mitigating Concurrently Applied CPGs.

Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Marc Carrier

Proceedings of the AMIA 2018, 2018

2017

Comprehensive mitigation framework for concurrent application of multiple clinical practice guidelines.

Szymon Wilk, Martin Michalowski, Wojtek Michalowski, Daniela Rosu, Marc Carrier, Mounira Kezadri-Hamiaz

J. Biomed. Informatics, 2017

AFGuide System to Support Personalized Management of Atrial Fibrillation.

Martin Michalowski, Wojtek Michalowski, Szymon Wilk, Dympna O'Sullivan, Marc Carrier

Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Using Semantic Components to Represent Dynamics of an Interdisciplinary Healthcare Team in a Multi-Agent Decision Support System.

Szymon Wilk, Mounira Kezadri-Hamiaz, Daniela Rosu, Craig E. Kuziemsky, Wojtek Michalowski, Daniel Amyot, Marc Carrier

J. Medical Syst., 2016

2015

A Framework for Modeling Workflow Execution by an Interdisciplinary Healthcare Team.

Mounira Kezadri-Hamiaz, Daniela Rosu, Szymon Wilk, Craig E. Kuziemsky, Wojtek Michalowski, Marc Carrier

Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Expanding a First-Order Logic Mitigation Framework to Handle Multimorbid Patient Preferences.

Martin Michalowski, Szymon Wilk, Daniela Rosu, Mounira Kezadri, Wojtek Michalowski, Marc Carrier

Proceedings of the AMIA 2015, 2015