Suhana Bedi

PhD student, Biomedical Data Science, Stanford University

Joined

January 2024

Names

Suhana Bedi (Preferred)

Emails

****@stanford.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Biomedical Data Science, Stanford University (stanford.edu)

2023 – 2027

PhD student

Biomedical Data Science, Stanford University (stanford.edu)

2023 – 2027

Advisors, Relations & Conflicts

PhD Advisor

Nigam Shah

2023 – 2027

PhD Advisor

Sanmi Koyejo

2023 – 2027

Expertise

Generative AI in medicine

Present

Knowledge representation

Present

Foundation Models in Healthcare

Present

Evaluation of Generative AI

Present

Uncertainty Quantification

Present

Publications

Reflections from Research Roundtables at the Conference on Health, Inference, and Learning (CHIL) 2025.
Emily Alsentzer, Marie-Laure Charpignon, Bill Chen, Niharika D'Souza, Jason A. Fries, Yixing Jiang, Aparajita Kashyap, Chanwoo Kim, Simon A. Lee, Aishwarya Mandyam, Ashery Christopher Mbilinyi, Nikita Mehandru, Nitish Nagesh, Brighton Nuwagira, Emma Pierson, Arvind Pillai, Akane Sano, Tanveer F. Syeda-Mahmood, Shashank Yadav, Elias Adhanom et al. (73 additional authors not shown)
- CoRR 2025
- Readers: Everyone
HealthAdminBench: Evaluating Computer-Use Agents on Healthcare Administration Tasks
Suhana Bedi, Ryan Welch, Ethan Steinberg, Michael Wornow, Taeil Matthew Kim, Haroun Ahmed, Sanmi Koyejo, Nigam Shah
- ICLR 2026 AIWILD
- Readers: Everyone
Adoption and Use of LLMs at an Academic Medical Center
Nigam H. Shah, Nerissa Ambers, Abby Pandya, Timothy Keyes, Juan M. Banda, Srikar Nallan, Carlene Lugtu, Artem A. Trotsyuk, Suhana Bedi, Alyssa Unell, Miguel Fuentes, François Grolleau, Sneha S. Jain, Jonathan H. Chen, Dev Dash, Danton Char, Aditya Sharma, Duncan McElfresh, Patrick Scully, Vishanthan Kumar et al. (37 additional authors not shown)
- CoRR 2026
- Readers: Everyone
Structured Prompting Enables More Robust Evaluation of Language Models
Asad Aali, Muhammad Ahmed Mohsin, Vasiliki Bikia, Arnav Singhvi, Richard Gaus, Suhana Bedi, Hejie Cui, Miguel Fuentes, Alyssa Unell, Yifan Mai, Jordan Cahoon, Michael A. Pfeffer, Roxana Daneshjou, Sanmi Koyejo, Emily Alsentzer, Christopher Potts, Nigam H. Shah, Akshay S. Chaudhari
- CoRR 2025
- Readers: Everyone
ZIP-FIT: Embedding-Free Data Selection via Compression-Based Alignment for Code
Elyas Obbad, Brando Miranda, Iddah Mlauzi, Rylan Schaeffer, Kamal Obbad, Suhana Bedi, Sanmi Koyejo
- Submitted to ICLR 2026
- Readers: Everyone
AbdCTBench: Learning Clinical Biomarker Representations from Abdominal Surface Geometry
Muhammad Ahmed Chaudhry, Suhana Bedi, Pola Lydia Lagari, Brian T Layden, William Galanter, Ayis Pyrros, Sanmi Koyejo
- ICLR 2026 Poster
- Readers: Everyone
Measurement to Meaning: A Validity-Centered Framework for AI Evaluation
Olawale Elijah Salaudeen, Anka Reuel, Ahmed M Ahmed, Suhana Bedi, Zachary Robertson, Sudharsan Sundar, Benjamin W. Domingue, Angelina Wang, Sanmi Koyejo
- NeurIPS 2025 LLM Evaluation Workshop Poster
- Readers: Everyone
Pretraining Patient Foundation Models on Multimodal Patient Journeys
Daniel P Jeong, Suhana Bedi, Cliff Wong, Sheng Zhang, Jeya Maria Jose Valanarasu, Qianchu Liu, Reuben Tan, Zelalem Gero, Jaspreet Bagga, Juan Manuel Zambrano Chaves, Naoto Usuyama, Hanwen Xu, Roshanthi K Weerasinghe, Rom Leidner, Brian Piening, carlo bifulco, Tristan Naumann, Hoifung Poon
- TS4H NeurIPS 2025 Poster
- Readers: Everyone
The Optimization Paradox in Clinical AI Multi-Agent Systems
Suhana Bedi, Iddah Mlauzi, Daniel Shin, Sanmi Koyejo, Nigam H. Shah
- CoRR 2025
- Readers: Everyone
Disentangling Reasoning and Knowledge in Medical Large Language Models
Rahul Thapa, Qingyang Wu, Kevin Wu, Harrison Zhang, Angela Zhang, Eric Wu, Haotian Ye, Suhana Bedi, Nevin Aresh, Joseph Boen, Shriya Reddy, Ben Athiwaratkun, Shuaiwen Leon Song, James Zou
- CoRR 2025
- Readers: Everyone

View all 20 publications

Co-Authors

Aaron Tierney
Abby Pandya
Aditya Sharma
Ahmed Ahmed
Ahmed M Ahmed
Aishwarya Mandyam
Akane Sano
Akshay Chaudhari
Akshay S. Chaudhari
Akshay Swaminathan
Albert S. Chiou
Alex Alekseyev
Ali Eshragh
Alison Callahan
Alyssa Unell
Amelia Archer
Angela Zhang
Angelina Wang
Anita Silver
Anka Reuel
Annika Gupta
Annika Kumar
Anurang Revri
Aparajita Kashyap
April S. Liang

View all 272 co-authors