Louis Blankemeier
8 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(16)
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Hot Topic Early Bird
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Mega-Team · Squad
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Research topics
Natural Language Processing
(4)
Deep Learning
(3)
Healthcare & Medicine
(3)
Machine Learning
(3)
Applications
(3)
Clinical
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Learning Types
(2)
Computer Vision
(1)
Architectures
(1)
Core AI
(1)
Domain-Specific
(1)
Generation
(1)
Learning Paradigms
(1)
Keywords
large language model
(2)
electronic health record
(2)
radiology report
(2)
medical imaging
(2)
language model evaluation
(1)
image reconstruction
(1)
instruction following
(1)
natural language understanding
(1)
error detection
(1)
semantic similarity
(1)
latent representation
(1)
zero-shot evaluation
(1)
clinical note
(1)
entity extraction
(1)
outcome prediction
(1)
radiology report generation
(1)
medical image
(1)
biomedical named entity recognition
(1)
clinical text
(1)
transformer-based model
(1)
Papers
MedVAE: Efficient Automated Interpretation of Medical Images with Large-Scale Generalizable Autoencoders
MIDL 2025
Time-to-Event Pretraining for 3D Medical Imaging
ICLR 2025
GREEN: Generative Radiology Report Evaluation and Error Notation
EMNLP 2024
MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records
AAAI 2024
Overview of the First Shared Task on Clinical Text Generation: RRG24 and “Discharge Me!”
ACL 2024
RadGraph-XL: A Large-Scale Expert-Annotated Dataset for Entity and Relation Extraction from Radiology Reports
ACL 2024
Efficient Diagnosis Assignment Using Unstructured Clinical Notes
ACL 2023
Interactive Span Recommendation for Biomedical Text
ACL 2023