Eran Segal

Full Professor, Weizmann Institute of Science

Joined

July 2019

Names

Eran Segal (Preferred)

Emails

****@weizmann.ac.il (Confirmed)

Personal Links

Career & Education History

Full Professor

Weizmann Institute of Science (weizmann.ac.il)

2015 – Present

PhD student

Computer Science Department, Stanford University (cs.stanford.edu)

1999 – 2004

MS student

Tel Aviv University (tau.ac.il)

1995 – 1998

Advisors, Relations & Conflicts

PhD Advisor

Daphne Koller

1999 – 2004

Expertise

Computational Biology

2000 – 2026

Personalized Medicine

2000 – 2026

Medical AI

2000 – 2025

Publications

MedMO: Grounding and Understanding Multimodal Large Language Model for Medical Images
Ankan Deria, Komal Kumar, Adinath Madhavrao Dukre, Eran Segal, Salman Khan, Imran Razzak
- CVPR 2026
- Readers: Everyone
CARL: Preserving Causal Structure in Representation Learning
Yulong Li, Xiwei Liu, Feilong Tang, Zhixiang Lu, Ming Hu, Yichen Li, Haochen Xue, Peixin Guo, Jionglong Su, Yutong Xie, Eran Segal, Imran Razzak
- ICLR 2026 Poster
- Readers: Everyone
Generative AI Enables Medical Image Segmentation in Ultra Low-Data Regimes
Li Zhang, Basu Jindal, Ahmed Alaa, Robert Weinreb, David Wilson, Eran Segal, James Zou, Pengtao Xie
- NeurIPS2025-AI4Science Poster
- Readers: Everyone
Self-Supervised Representation Learning for Microbiome Improves Downstream Prediction in Data-Limited Settings and Cross-Cohort Generalizability
Liron Zahavi, Zachary Levine, Eran Segal
- GenBio 2025 Poster
- Readers: Everyone
Phenome-wide associations of sleep characteristics in the Human Phenotype Project
Sarah Kohn, Alon Diament, Anastasia Godneva, Raja Dhir, Adina Weinberger, Yotam Reisner, Hagai Rossman, Eran Segal
- OpenReview Archive Direct Upload
- Readers: Everyone
Decoding Causal Structure: End-to-End Mediation Pathways Inference
Yulong Li, Xiwei Liu, Feilong Tang, Ming Hu, Jionglong Su, Zongyuan Ge, Imran Razzak, Eran Segal
- NeurIPS 2025 poster
- Readers: Everyone
Delta ECG: A Genetic Perspective
Zachary Levine, Hagai Rossman, Eran Segal
- ICLR 2025 Workshop LMRL
- Readers: Everyone
CardioPRIME: Cardiovascular Physiological Representation Integration With Multimodal Embeddings
Zachary Levine, Hagai Rossman, Eran Segal
- ICLR 2025 Workshop LMRL
- Readers: Everyone
GluFormer: Learning Generalizable Representations from Continuous Glucose Monitoring Data
Guy Lutsker, Gal Sapir, Smadar Shilo, Jordi Merino, Anastasia Godneva, Jerry R Greenfield, Dorit Samocha-Bonet, Raja Dhir, Francisco Gude, Shie Mannor, Eli Meirom, Gal Chechik, Hagai Rossman, Eran Segal
- ICLR 2025 Workshop LMRL
- Readers: Everyone
Causal Representation Learning from Multimodal Biomedical Observations
Yuewen Sun, Lingjing Kong, Guangyi Chen, Loka Li, Gongxu Luo, Zijian Li, Yixuan Zhang, Yujia Zheng, Mengyue Yang, Petar Stojanov, Eran Segal, Eric P. Xing, Kun Zhang
- ICLR 2025 Poster
- Readers: Everyone

View all 15 publications

Co-Authors

View all 62 co-authors