Ethan Steinberg
6 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)
👥
Mega-Team
(30)
Conferences
ICLR (3)
NIPS (2)
AAAI (1)
Top co-authors
Keywords
electronic health record
(3)
medical imaging
(1)
natural language generation
(1)
multimodal learning
(1)
model pretraining
(1)
instruction following
(1)
clinical prediction
(1)
foundation model
(1)
task adaptation
(1)
pulmonary embolism
(1)
large language model
(1)
ct imaging
(1)
patient outcome
(1)
patient outcome prediction
(1)
pulmonary embolism prediction
(1)
few-shot learning
(1)
image ehr fusion
(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
INSPECT: A Multimodal Dataset for Patient Outcome Prediction of Pulmonary Embolisms
NIPS 2023
EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models
NIPS 2023