Aman Sinha

About Me

I am a Postdoctoral Researcher at the DS4DH Group, Faculty of Medicine, Université de Genève, Switzerland. I will be working with Prof. Douglas Teodoro and Prof. Caroline Samer on the SNSF-funded project CTRAI2 about AI-based Risk Assessment for Clinical Trials on Medicinal Products and on the HORIZON-EUROPE funded project AIM-SAFE for developing multi-agentic framework for tackling patient safety challenges in polypharmacy management and oncology treatment optimization in hospitals.

I completed my Phd at Université de Lorraine, Nancy, France, last December 2025, during which my research involved studying the behavior of medical language models and their interaction with medical text data under the supervision of Prof. Marianne Clausel, Prof. Mathieu Constant and Dr. Xavier Coubez. More concretely, I was interested in the interaction between model performance, data perception variability, and interpretability. Read more about my doctoral thesis, here.

And more recently, I’ve developed a fondness for hallucinations in large language models.
Here are some outcomes: CHOMPS , SHROOM-CAP 🦙👒 and Mu-SHROOM 🍄

Research Interests

• Medical Language Understanding
• Model Interpretability, Uncertainty
• Label Variation

News

• [Jul. 2026] Started postdoc at DS4DH research group, Université de Genève, Switzerland.
• [May 2026] Got one paper accepted at ACL 2026 Main and three papers at BioNLP 2026!
• [Feb. 2026] CAP dataset got accepted for LREC 2026 Oral! See you in Palma!.
• [Dec. 2025] Successfully defended my PhD thesis on December 12th. 🤺