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Ethan Steinberg

5 papers at tracked venues · 5 at CORE A* · active 2024–2025

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Venues

ICLR ×3AAAI ×1SIGKDD ×1

Frequent coauthors

Jason A. Fries
×4
Nigam H. Shah
×4
Michael Wornow
×2
Zepeng Huo
×2
Alejandro Lozano
×2
Louis Blankemeier
×2
Akshay S. Chaudhari
×2
Suhana Bedi
×1
Miguel Angel Fuentes Hernandez
×1
Christopher Ré
×1
Sanmi Koyejo
×1
Matthew B. A. McDermott
×1

Papers

  1. Context Clues: Evaluating Long Context Models for Clinical Prediction Tasks on EHR Data
    ICLR 2025 ·
    Michael Wornow
    ,
    Suhana Bedi
    ,
    Miguel Angel Fuentes Hernandez
    , Ethan Steinberg,
    Jason Alan Fries
    ,
    Christopher Ré
    ,
    Sanmi Koyejo
    ,
    Nigam Shah
  2. MEDS: Building Models and Tools in a Reproducible Health AI Ecosystem
    SIGKDD 2025 ·
    Matthew B. A. McDermott
    ,
    Justin Xu
    ,
    Teya S. Bergamaschi
    ,
    Hyewon Jeong
    ,
    Simon A. Lee
    ,
    Nassim Oufattole
    ,
    Patrick Rockenschaub
    ,
    Kamile Stankeviciute
    , Ethan Steinberg,
    Jimeng Sun
    ,
    Robin Van De Water
    ,
    Michael Wornow
    ,
    John Wu
    ,
    Zhenbang Wu
  3. Time-to-Event Pretraining for 3D Medical Imaging
    ICLR 2025 ·
    Zepeng Frazier Huo
    ,
    Jason Alan Fries
    ,
    Alejandro Lozano
    ,
    Jeya Maria Jose Valanarasu
    , Ethan Steinberg,
    Louis Blankemeier
    ,
    Akshay S. Chaudhari
    ,
    Curtis P. Langlotz
    ,
    Nigam Shah
  4. MOTOR: A Time-to-Event Foundation Model For Structured Medical Records
    ICLR 2024 · Ethan Steinberg,
    Jason Alan Fries
    ,
    Yizhe Xu
    ,
    Nigam Shah
  5. MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records
    AAAI 2024 ·
    Scott L. Fleming
    ,
    Alejandro Lozano
    ,
    William J. Haberkorn
    ,
    Jenelle A. Jindal
    ,
    Eduardo Pontes Reis
    ,
    Rahul Thapa
    ,
    Louis Blankemeier
    ,
    Julian Z. Genkins
    , Ethan Steinberg,
    Ashwin Nayak
    ,
    Birju S. Patel
    ,
    Chia-Chun Chiang
    ,
    Alison Callahan
    ,
    Zepeng Huo
    ,
    Sergios Gatidis
    ,
    Scott J. Adams
    ,
    Oluseyi Fayanju
    ,
    Shreya J. Shah
    ,
    Thomas Savage
    ,
    Ethan Goh
    ,
    Akshay S. Chaudhari
    ,
    Nima Aghaeepour
    ,
    Christopher D. Sharp
    ,
    Michael A. Pfeffer
    ,
    Percy Liang
    ,
    Jonathan H. Chen
    ,
    Keith E. Morse
    ,
    Emma P. Brunskill
    ,
    Jason A. Fries
    ,
    Nigam H. Shah