Seongsu Bae
7 papers · 2022–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(24)
🐣
Hot Topic Early Bird
🧭
Keyword Pioneer
Venues
Top co-authors
Research topics
Natural Language Processing
(6)
Applications
(6)
Artificial Intelligence
(5)
Healthcare & Medicine
(4)
Clinical
(4)
Core AI
(4)
Machine Learning
(3)
Computer Vision
(2)
Deep Learning
(2)
Application Areas
(2)
Domain-Specific
(2)
Learning Paradigms
(2)
Models
(2)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
electronic health record
(4)
question answering
(3)
chest x-ray
(2)
sql generation
(2)
structured data
(2)
clinical note
(2)
domain adaptation
(2)
large language model
(2)
clinical analysis
(1)
synthetic data
(1)
vision-language model
(1)
radiology report
(1)
consistency verification
(1)
structured table
(1)
medical visual question answering
(1)
natural language interface
(1)
radiology report summarization
(1)
domain transfer
(1)
clinical nlp
(1)
cross-modal reasoning
(1)
Papers
EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records
NeurIPS 2024
Overview of the EHRSQL 2024 Shared Task on Reliable Text-to-SQL Modeling on Electronic Health Records
NAACL 2024
Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes
ACL 2024
ECG-QA: A Comprehensive Question Answering Dataset Combined With Electrocardiogram
NeurIPS 2023
EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images
NeurIPS 2023
KU-DMIS-MSRA at RadSum23: Pre-trained Vision-Language Model for Radiology Report Summarization
ACL 2023
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records
NeurIPS 2022