Sitemap
A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
Future Blog Post
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Blog Post number 4
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 2
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 1
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
projects
Chopper (Internist.AI)
An internal LLM-serving and orchestration stack powering the clinical agent deployed inside the Epic electronic health record at the Cliniques Universitaires Saint-Luc. Chopper handles model serving, inference routing, safety guardrails, auditability, and monitoring for an agentic system used by 3000+ clinicians across 150,000+ clinical interactions.
Internist-7B
A 7B-parameter medical large language model and the first model of its size to surpass 60% on MedQA. Trained on a curated mix of high-quality medical and general-domain data, Internist-7B was designed to study how data composition and scale shape clinical reasoning in compact models. It serves as the research foundation for the clinical agent now deployed at the Cliniques Universitaires Saint-Luc.
publications
MetaMedQA benchmark
Published in Zenodo, 2024
Recommended citation: Griot, M., Hemptinne, C., Vanderdonckt, J., & Yuksel, D. (2024). "MetaMedQA benchmark." Zenodo.
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Impact of high-quality, mixed-domain data on the performance of medical language models
Published in Journal of the American Medical Informatics Association (JAMIA), 2024
Recommended citation: Griot, M., Hemptinne, C., Vanderdonckt, J., & Yuksel, D. (2024). "Impact of high-quality, mixed-domain data on the performance of medical language models." Journal of the American Medical Informatics Association (JAMIA), 31(9), 1875.
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A hybrid deployment model for generative artificial intelligence in hospitals
Published in Machine Learning: Health, 2025
Recommended citation: Griot, M., Hemptinne, C., Vanderdonckt, J., & Yuksel, D. (2025). "A hybrid deployment model for generative artificial intelligence in hospitals." Machine Learning: Health.
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Implementation of large language models in electronic health records
Published in PLOS Digital Health, 2025
Recommended citation: Griot, M., Vanderdonckt, J., & Yuksel, D. (2025). "Implementation of large language models in electronic health records." PLOS Digital Health.
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A patient-in-the-loop approach to artificial intelligence in medicine
Published in JAMA Network Open, 2025
Recommended citation: Griot, M. F., & Walker, G. A. (2025). "A patient-in-the-loop approach to artificial intelligence in medicine." JAMA Network Open.
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Physician in the Loop Design of Interactive Agents
Published in Engineering Interactive Computer Systems (EICS 2024 International Workshops), 2025
Recommended citation: Griot, M., Vanderdonckt, J., Yuksel, D., & Hemptinne, C. (2025). "Physician in the Loop Design of Interactive Agents." Engineering Interactive Computer Systems — EICS 2024 International Workshops.
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La régulation de l’utilisation de l’intelligence artificielle en milieu hospitalier
Published in Droit hospitalier: décodage juridique au départ des réalités hospitalières, 2025
Recommended citation: Gobert, A., Rappe, M., & Griot, M. (2025). "La régulation de l'utilisation de l'intelligence artificielle en milieu hospitalier." In Droit hospitalier: décodage juridique au départ des réalités hospitalières.
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Large language models lack essential metacognition for reliable medical reasoning
Published in Nature Communications, 2025
Recommended citation: Griot, M., Hemptinne, C., Vanderdonckt, J., & Yuksel, D. (2025). "Large language models lack essential metacognition for reliable medical reasoning." Nature Communications.
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Pattern recognition or medical knowledge? The problem with multiple-choice questions in medicine
Published in Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Recommended citation: Griot, M., Vanderdonckt, J., Yuksel, D., & Hemptinne, C. (2025). "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).
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Implémentation d’un chatbot dans le dossier patient informatisé
Published in Actes de la journée d'étude sur l'utilisation des LLM à l'hôpital, 2026
Recommended citation: Griot, M., Irrthum, A., Vanderdonckt, J., & Yuksel, D. (2026). "Implémentation d'un chatbot dans le dossier patient informatisé." Actes de la journée d'étude sur l'utilisation des LLM à l'hôpital.
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A Methodology for Developing and Integrating Large Language Models into Electronic Health Records to Support Clinical Workflows
Published in Université Catholique de Louvain — Doctoral Thesis, 2026
Recommended citation: Griot, M. (2026). "A Methodology for Developing and Integrating Large Language Models into Electronic Health Records to Support Clinical Workflows." Doctoral Thesis, Université Catholique de Louvain.
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talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown file that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.