Nigam Shah
7 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(4)
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Interdisciplinary Bridge
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Keyword Pioneer
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Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
ICLR (3)
NIPS (2)
ACL (1)
MLHC (1)
Top co-authors
Keywords
electronic health record
(3)
medical imaging
(1)
multimodal learning
(1)
model pretraining
(1)
clinical prediction
(1)
foundation model
(1)
zero-shot evaluation
(1)
task adaptation
(1)
clinical note
(1)
pulmonary embolism
(1)
ct imaging
(1)
patient outcome
(1)
patient outcome prediction
(1)
pulmonary embolism prediction
(1)
image ehr fusion
(1)
electronic phenotyping
(1)
few-shot learning
(1)
diagnosis assignment
(1)
Papers
Context Clues: Evaluating Long Context Models for Clinical Prediction Tasks on EHR Data
ICLR 2025
FactEHR: A Dataset for Evaluating Factuality in Clinical Notes Using LLMs
MLHC 2025
Time-to-Event Pretraining for 3D Medical Imaging
ICLR 2025
MOTOR: A Time-to-Event Foundation Model For Structured Medical Records
ICLR 2024
INSPECT: A Multimodal Dataset for Patient Outcome Prediction of Pulmonary Embolisms
NIPS 2023
Efficient Diagnosis Assignment Using Unstructured Clinical Notes
ACL 2023
EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models
NIPS 2023