Curtis P. Langlotz
6 papers · 2018–2025 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (21)
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Mega-Team Β· Squad
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Conference Pioneer
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Research topics
Healthcare & Medicine
(4)
Machine Learning
(4)
Clinical
(4)
Computer Vision
(3)
Deep Learning
(3)
Natural Language Processing
(3)
Application Areas
(3)
Learning Types
(3)
Domain-Specific
(2)
Generation
(2)
Resources & Methods
(2)
Artificial Intelligence
(1)
Applications
(1)
Architectures
(1)
Core AI
(1)
Keywords
radiology report
(4)
medical imaging
(4)
clinical text
(3)
large language model
(2)
zero-shot learning
(1)
transfer learning
(1)
domain adaptation
(1)
visual question answering
(1)
multimodal learning
(1)
text summarization
(1)
disease detection
(1)
convolutional neural network
(1)
sequence-to-sequence learning
(1)
parameter-efficient fine-tuning
(1)
vision-language model
(1)
in-context example
(1)
lightweight model
(1)
radiology report generation
(1)
encoder-decoder model
(1)
neural model
(1)
Papers
Structuring Radiology Reports: Challenging LLMs with Lightweight Models
EMNLP 2025
RadAdapt: Radiology Report Summarization via Lightweight Domain Adaptation of Large Language Models
ACL 2023
Contrastive Learning of Medical Visual Representations from Paired Images and Text
MLHC 2022
ViLMedic: a framework for research at the intersection of vision and language in medical AI
ACL 2022
CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison
AAAI 2019
Learning to Summarize Radiology Findings
EMNLP 2018