Geoffrey Young
5 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10)
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Keyword Pioneer
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Hot Topic Early Bird
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Conference Pioneer
Conferences
EMNLP (2)
MICCAI (1)
MLHC (1)
NAACL (1)
Top co-authors
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
Vessel-aware aneurysm detection using multi-scale deformable 3D attention
MICCAI 2024
Towards Reducing Diagnostic Errors with Interpretable Risk Prediction
NAACL 2024
CHiLL: Zero-shot Custom Interpretable Feature Extraction from Clinical Notes with Large Language Models
EMNLP 2023
Thatβs 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