Eduardo Pontes Reis

Researcher, Stanford University

Researcher, Hospital Israelita Albert Einstein

Joined

May 2020

Names

Eduardo Pontes Reis (Preferred)

Emails

****@gmail.com (Confirmed)

****@stanford.edu (Confirmed)

Personal Links

ORCID

Career & Education History

Researcher

Stanford University (stanford.edu)

2022 – Present

Researcher

Hospital Israelita Albert Einstein (einstein.br)

2019 – Present

Undergrad student

UNESP - Medicine (fmb.unesp.br)

2008 – 2013

Advisors, Relations & Conflicts

Coauthor

Edson Amaro Jr

2019 – Present

Expertise

2018 – Present

Radiology

2018 – Present

Publications

MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records
Scott L Fleming, Alejandro Lozano, William Haberkorn, Jenelle A Jindal, Eduardo Pontes Reis, Rahul Thapa, Louis Blankemeier, Julian Zachary Genkins, Ethan Steinberg, Ashwin Nayak, Birju Patel, Chia-Chun Chiang, Alison Callahan, Zepeng Frazier Huo, Sergios Gatidis, Scott Adams, Oluseyi Abiodun Fayanju, Shreya Jitendra Shah, Thomas Robert Savage, Ethan Goh et al. (10 additional authors not shown)
- AAAI 20-
- Readers: Everyone
MedVAL: Toward Expert-Level Medical Text Validation with Language Models
Asad Aali, Vasiliki Bikia, Maya Varma, Nicole Chiou, Sophie Ostmeier, Arnav Singhvi, Magdalini Paschali, Ashwin Kumar, Andrew Johnston, Karimar Amador-Martinez, Eduardo Juan Perez Guerrero, Paola Naovi Cruz Rivera, Sergios Gatidis, Christian Bluethgen, Eduardo Pontes Reis, Eddy D. Zandee van Rilland, Poonam Laxmappa Hosamani, Kevin R Keet, Minjoung Go, Evelyn Ling et al. (7 additional authors not shown)
- GenAI4Health 2025 Oral
- Readers: Everyone
AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments
Samuel Schmidgall, Rojin Ziaei, Carl William Harris, Ji Woong Kim, Eduardo Pontes Reis, Jeffrey K Jopling, Michael Moor
- Submitted to ICLR 2025
- Readers: Everyone
Preference fine-tuning for factuality in chest X-ray interpretation models without human feedback
Dennis Hein, Zhihong Chen, Sophie Ostmeier, Justin Xu, Maya Varma, Eduardo Pontes Reis, Arne Edward Michalson MD, Christian Bluethgen, Hyun Joo Shin, Curtis Langlotz, Akshay S Chaudhari
- Submitted to ICLR 2025
- Readers: Everyone
CheXagent: Towards a Foundation Model for Chest X-Ray Interpretation
Zhihong Chen, Maya Varma, Jean-Benoit Delbrouck, Magdalini Paschali, Louis Blankemeier, Dave Van Veen, Jeya Maria Jose Valanarasu, Alaa Youssef, Joseph Paul Cohen, Eduardo Pontes Reis, Emily Tsai, Andrew Johnston, Cameron Olsen, Tanishq Mathew Abraham, Sergios Gatidis, Akshay S Chaudhari, Curtis Langlotz
- AAAI 2024 SSS on Clinical FMs
- Readers: Everyone
Style-Aware Radiology Report Generation with RadGraph and Few-Shot Prompting
Benjamin Yan, Ruochen Liu, David E Kuo, Subathra Adithan, Eduardo Pontes Reis, Stephen Kwak, Vasantha Kumar Venugopal, Chloe P O'Connell, Agustina Saenz, Pranav Rajpurkar, Michael Moor
- EMNLP 2023 Findings
- Readers: Everyone
Automatic Contrast Phase Detection on Abdominal Computed Tomography using Clinically-Inspired Techniques
Eduardo Pontes Reis, Louis Blankemeier, Juan Manuel Zambrano Chaves, Malte Jensen, Sally Yao, Cesar Augusto Madid Truyts, Marc H. Willis, Robert D. Boutin, Edson Amaro Jr, Akshay S Chaudhari
- Published: 28 Apr 2023, Last Modified: 15 Jun 2023
- MIDL 2023 Short paper track Poster
- Readers: Everyone
Comp2Comp: Open-Source Body Composition Assessment on Computed Tomography
Louis Blankemeier, Malte Jensen, Eduardo Pontes Reis, Juan Manuel Zambrano Chaves, Adrit Rao, Sally Yao, Pauline Margaret Berens, Andrew Wentland, Bhanushree Bahl, Kushboo Arora, Oliver Oppers Aalami, Bhavik Patel, Leon Lenchik, Marc H. Willis, Robert D. Boutin, Arjun D Desai, Akshay S Chaudhari
- Published: 28 Apr 2023, Last Modified: 15 Feb 2026
- MIDL 2023 Short paper track Poster
- Readers: Everyone

Co-Authors

View all 97 co-authors