Geoffrey Young
5 papers · 2020–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(10)
🐣
Hot Topic Early Bird
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
electronic health record
(4)
medical imaging
(2)
large language model
(2)
extractive summarization
(1)
interpretable machine learning
(1)
diagnostic errors
(1)
model interpretability
(1)
linear classifier
(1)
unsupervised learning
(1)
image-text alignment
(1)
neural additive model
(1)
risk prediction
(1)
distant supervision
(1)
interpretable feature
(1)
clinical text
(1)
transformer-based model
(1)
health record
(1)
attention heatmap
(1)
clinical note
(1)
zero-shot learning
(1)
Papers
Towards Reducing Diagnostic Errors with Interpretable Risk Prediction
NAACL 2024
Vessel-aware aneurysm detection using multi-scale deformable 3D attention
MICCAI 2024
CHiLL: Zero-shot Custom Interpretable Feature Extraction from Clinical Notes with Large Language Models
EMNLP 2023
That’s the Wrong Lung! Evaluating and Improving the Interpretability of Unsupervised Multimodal Encoders for Medical Data
EMNLP 2022
Query-Focused EHR Summarization to Aid Imaging Diagnosis
MLHC 2020