Ethan Steinberg
6 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
🐣
Hot Topic Early Bird
👥
Mega-Team · Squad
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Learning Paradigms
(3)
Deep Learning
(2)
Application Areas
(2)
Learning Types
(2)
Techniques
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Applications
(1)
Clinical
(1)
Domain-Specific
(1)
Resources & Methods
(1)
Keywords
electronic health record
(5)
foundation model
(3)
clinical prediction
(2)
medical imaging
(1)
natural language generation
(1)
multimodal learning
(1)
model pretraining
(1)
instruction following
(1)
state space model
(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)
time-to-event analysis
(1)
patient outcome
(1)
Papers
Context Clues: Evaluating Long Context Models for Clinical Prediction Tasks on EHR Data
ICLR 2025
Time-to-Event Pretraining for 3D Medical Imaging
ICLR 2025
MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records
AAAI 2024
MOTOR: A Time-to-Event Foundation Model For Structured Medical Records
ICLR 2024
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