Nigam Shah
7 papers · 2023–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
๐
Conference Polyglot ยท Bronze
๐
Interdisciplinary Bridge ยท Bronze
๐บ๏ธ
Taxonomy Completionist
(14)
๐ฃ
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Core AI
(4)
Learning Paradigms
(4)
Application Areas
(3)
Deep Learning
(2)
Learning Types
(2)
Techniques
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Applications
(1)
Clinical
(1)
Domain-Specific
(1)
Understanding
(1)
Keywords
electronic health record
(5)
foundation model
(3)
clinical prediction
(2)
clinical note
(2)
multimodal learning
(1)
model pretraining
(1)
state space model
(1)
zero-shot evaluation
(1)
task adaptation
(1)
long context
(1)
outcome prediction
(1)
pulmonary embolism
(1)
3d medical imaging
(1)
ct scan
(1)
large language model
(1)
time-to-event prediction
(1)
ct imaging
(1)
fact decomposition
(1)
time-to-event analysis
(1)
patient outcome
(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
Efficient Diagnosis Assignment Using Unstructured Clinical Notes
ACL 2023
EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models
NeurIPS 2023
INSPECT: A Multimodal Dataset for Patient Outcome Prediction of Pulmonary Embolisms
NeurIPS 2023