Jason Alan Fries
6 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
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Mega-Team · Squad
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Research topics
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Machine Learning
(2)
Natural Language Processing
(2)
Learning Paradigms
(2)
Learning Types · Machine Learning
(2)
Techniques
(2)
Computer Vision
(1)
Applications
(1)
Domain-Specific
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Resources & Methods
(1)
Understanding
(1)
Keywords
foundation model
(2)
large language model
(2)
electronic health record
(2)
self-supervised learning
(1)
prompt engineering
(1)
clinical prediction
(1)
state space model
(1)
zero-shot generalization
(1)
clinical note
(1)
long context
(1)
outcome prediction
(1)
encoder-decoder model
(1)
natural language prompt
(1)
3d medical imaging
(1)
ct scan
(1)
time-to-event prediction
(1)
fact decomposition
(1)
time-to-event analysis
(1)
censored observation
(1)
prompted training
(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
Multitask Prompted Training Enables Zero-Shot Task Generalization
ICLR 2022
PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts
ACL 2022