I’m a PhD student specializing in AI for healthcare at Université Paris Cité, working within INRIA Paris at the Parisanté Campus & Imagine Institute. My research focuses on developing advanced techniques for learning patient representations using analogical reasoning, combining both structured and unstructured clinical data (EHRs, clinical notes, ICD codes, etc.).
With a background in Natural Language Processing (NLP) and Psychology, I aim to build models that enhance the understanding and analysis of healthcare data while addressing real-world constraints in clinical applications.
Patient representation learning
Analogical reasoning in healthcare
Natural Language Processing (NLP)
Deep learning for medical data
Explainable AI
Clinical text analysis