Call for poster submission: Building Commons for Clinical LLMs
October 1-2, 2026, PariSanté Campus, Paris
https://health-data-hub.fr/page/building-commons-clinical-llms-international-conference


As Large Language Models (LLMs) continue to transform the medical landscape, 
the need for shared, compliant with regulations, and clinically-validated 
solutions has never been more vital for healthcare professionals. This 
conference aims to bridge the gap between academic research and medical 
application, focusing on the unique challenges of data privacy, model 
robustness, and clinical accuracy.  On top of keynote presentations, panel 
sessions, and working group meetings, the conference aims to provide a space 
for researchers, clinicians, and industry players to share their latest 
findings and innovative projects through poster sessions.

We solicit communications that will be presented as posters.  All topics 
relevant to the conference themes are welcome: clinical applications of LLMs, 
clinical benchmarks for LLMs, regulatory/ethical/safety frameworks, new 
technical approaches, etc.

SUBMISSION DETAILS

  - Format: an extended abstract of 3 pages, plus unlimited references.  The 
document, in PDF format, must contain at least: poster title; authors, 
affiliations, and contact; and a summary of the presented work.
  - Submission deadline: July 31, 2026 (11:59 pm, AoE)
  - Submission link: https://hdhpds.limesurvey.net/911354
  - Selection criteria: abstracts will be selected based on their relevance to 
the conference themes and the clarity of their contribution
  - Document templates are available:
    - docx: 
https://health-data-hub.fr/sites/default/files/2026-06/Document_template_for_the_conference_Building_Commons_for_Clinical_LLMs.docx
    - LaTeX: an Overleaf document is provided at 
https://www.overleaf.com/read/jmjkfptzknpq#b5b164
      - File> Download> Download as source (.zip) or log into Overleaf and 
File> Make a copy

Preregistration for the conference is open through the form at 
https://hdhpds.limesurvey.net/911354.

IMPORTANT DATES

- Submission: 31 July 2026
- Notification: 30 August 2026
- Conference: 1-2 October 2026

SCIENTIFIC COMMITTEE

Emmanuel Bacry, French Health Data Hub, 75015, Paris, France ; Université Paris 
Dauphine - PSL, CNRS, CEREMADE, 75016, Paris, France
Aurélie Névéol, Université Paris-Saclay, CNRS, LISN, 91400, Orsay, France
François Portet, Université Grenoble Alpes, CNRS, Grenoble INP, LIG, 38000, 
Grenoble, France
Xavier Tannier, Sorbonne Université, Limics, 75006, Paris, France
Pierre Zweigenbaum, Université Paris-Saclay, CNRS, LISN, 91400, Orsay, France

PROGRAM COMMITTEE

The Program Committee comprises all members of the Scientific Committee listed 
above, joined by:

Judith Abécassis, Inria Saclay – SODA, 91120, Palaiseau, France
Rémi Flicoteaux, Assistance Publique-Hôpitaux de Paris, Department of medical 
information, Paris, France
Chuyuan Li, Université Grenoble Alpes, CNRS, Grenoble INP, LIG, 38000, 
Grenoble, France

KEYNOTE PRESENTATIONS

Confirmed keynote talks include:
- Evaluation and implementation of LLMs for medical tasks – Stanford Medicine 
(USA)
- Development and evaluation of a Japanese Medical LLM – RIKEN iTHEMS (Japan)
- Development of open-source digital commons (models, data, tools) for 
generative AI in healthcare and in French - PARTAGES Consortium (France)

VENUE: PARISANTÉ CAMPUS

Join us at PariSanté Campus, the beating heart of French excellence in digital 
health.  Founded by leading public institutions, including Inserm, Inria, 
Université PSL, ANS, and the French Health Data Hub, this global innovation hub 
unites public research, over 60 cutting-edge startups, and healthcare industry 
leaders.

2-10 Rue d'Oradour-sur-Glane, 75015 Paris, France
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