👋 Hi There, I’m Oriel

👨‍🎓 I’m a PhD Candidate @ The Big Biomedical Data Lab in Ben-Gurion Univeristy of the Negev, under the supervision of Nadav Rappoport

🔬 My research interests are Large Language Models for health care, tabular (EHR) foundation models, and biomedical data science

~Actively looking for a Post-doc position!

🎓 Working towards a PhD in Computer and Information Science

📜 Recent Publications

CUPCase: Clinically Uncommon Patient Cases and Diagnoses Dataset - AAAI 2025

LCHAIM - Investigating Long Context Reasoning in Hebrew - ACL 2025

Incidence of gout diagnosis among participants with hyperuricemia, insights from a nationwide cohort study - Seminars in Arthritis and Rheumatism

DSF-GAN: Downstream Feedback Generative Adversarial Network - ICLR 2024

Subpopulation-Specific Synthetic EHR for Better Mortality Prediction - JAMIA Open

Inherent Bias in Electronic Health Records: A Scoping Review of Sources of Bias - ACM TIST

✈️ Conferences in 2024-2026

Association for Computational Linguistics (ACL 2025)

The Association for the Advancement of Artificial Intelligence (AAAI 2025)

The Twelfth International Conference on Learning Representations (ICLR 2024)

22nd International Conference on Artificial Intelligence in Medicine (AIME 2024)

📚 Currently Trying to Figure out

Clinical reasoning language models for diagnostic assistance in complex disease

📘 Teaching Experience

• Intro to Computer Science in Python ,C for Mechanical Engineering, Intro to Python, Data Structures in Java