PPaperPicks

Nigam Shah

7 papers at tracked venues · 7 at CORE A* · active 2024–2025

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Venues

ICLR ×3NeurIPS ×2AAAI ×1VLDB ×1

Frequent coauthors

Ethan Steinberg
×4
Jason A. Fries
×4
Michael Wornow
×3
Christopher Ré
×3
Miguel Angel Fuentes Hernandez
×2
Curtis P. Langlotz
×2
Zepeng Huo
×2
Alejandro Lozano
×2
Louis Blankemeier
×2
Akshay S. Chaudhari
×2
Avanika Narayan
×2
Suhana Bedi
×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. STARC-9: A Large-scale Dataset for Multi-Class Tissue Classification for CRC Histopathology
    NeurIPS 2025 ·
    Barathi Subramanian
    ,
    Rathinaraja Jeyaraj
    ,
    Mitchell Nevin Peterson
    ,
    Terry Guo
    , Nigam H. Shah,
    Curtis Langlotz
    ,
    Andrew Y. Ng
    ,
    Jeanne Shen
  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. Automating the Enterprise with Foundation Models
    VLDB 2024 ·
    Michael Wornow
    ,
    Avanika Narayan
    ,
    Krista Opsahl-Ong
    ,
    Quinn McIntyre
    , Nigam Shah,
    Christopher Ré
  5. MOTOR: A Time-to-Event Foundation Model For Structured Medical Records
    ICLR 2024 ·
    Ethan Steinberg
    ,
    Jason Alan Fries
    ,
    Yizhe Xu
    , Nigam Shah
  6. 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
  7. WONDERBREAD: A Benchmark for Evaluating Multimodal Foundation Models on Business Process Management Tasks
    NeurIPS 2024 ·
    Michael Wornow
    ,
    Avanika Narayan
    ,
    Ben Viggiano
    ,
    Ishan S. Khare
    ,
    Tathagat Verma
    ,
    Tibor Thompson
    ,
    Miguel Angel Fuentes Hernandez
    ,
    Sudharsan Sundar
    ,
    Chloe Trujillo
    ,
    Krrish Chawla
    ,
    Rongfei Lu
    ,
    Justin Shen
    ,
    Divya Nagaraj
    ,
    Joshua Martinez
    ,
    Vardhan Agrawal
    ,
    Althea Hudson
    , Nigam Shah,
    Christopher Ré