Publications

• Griot, M.. A Methodology for Developing and Integrating Large Language Models into Electronic Health Records to Support Clinical Workflows. Université Catholique de Louvain — Doctoral Thesis. 2026. Journal
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• Griot, M., Irrthum, A., Vanderdonckt, J., & Yuksel, D.. Implémentation d'un chatbot dans le dossier patient informatisé. Actes de la journée d'étude sur l'utilisation des LLM à l'hôpital. 2026. Conference
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• Griot, M., Vanderdonckt, J., Yuksel, D., & Hemptinne, C.. Pattern recognition or medical knowledge? The problem with multiple-choice questions in medicine. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (ACL). 2025. Conference
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• Griot, M., Hemptinne, C., Vanderdonckt, J., & Yuksel, D.. Large language models lack essential metacognition for reliable medical reasoning. Nature Communications. 2025. Journal
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• Gobert, A., Rappe, M., & Griot, M.. La régulation de l'utilisation de l'intelligence artificielle en milieu hospitalier. Droit hospitalier: décodage juridique au départ des réalités hospitalières. 2025. Book Chapter
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• Griot, M., Vanderdonckt, J., Yuksel, D., & Hemptinne, C.. Physician in the Loop Design of Interactive Agents. Engineering Interactive Computer Systems (EICS 2024 International Workshops). 2025. Conference
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• Griot, M. F., & Walker, G. A.. A patient-in-the-loop approach to artificial intelligence in medicine. JAMA Network Open. 2025. Journal
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• Griot, M., Vanderdonckt, J., & Yuksel, D.. Implementation of large language models in electronic health records. PLOS Digital Health. 2025. Journal
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• Griot, M., Hemptinne, C., Vanderdonckt, J., & Yuksel, D.. A hybrid deployment model for generative artificial intelligence in hospitals. Machine Learning: Health. 2025. Journal
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• Griot, M., Hemptinne, C., Vanderdonckt, J., & Yuksel, D.. Impact of high-quality, mixed-domain data on the performance of medical language models. Journal of the American Medical Informatics Association (JAMIA). 2024. Journal
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• Griot, M., Hemptinne, C., Vanderdonckt, J., & Yuksel, D.. MetaMedQA benchmark. Zenodo. 2024. Journal
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