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Seongsu Bae
Seongsu Bae
KAIST
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EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records
G Lee, H Hwang, S Bae, Y Kwon, W Shin, S Yang, M Seo, JY Kim, E Choi
Advances in Neural Information Processing Systems 35, 15589-15601, 2022
342022
Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes
S Kweon, J Kim, J Kim, S Im, E Cho, S Bae, J Oh, G Lee, JH Moon, ...
arXiv preprint arXiv:2309.00237, 2023
26*2023
EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images
S Bae, D Kyung, J Ryu, E Cho, G Lee, S Kweon, J Oh, L Ji, E Chang, ...
Advances in Neural Information Processing Systems 36, 2024
232024
Graph-text multi-modal pre-training for medical representation learning
S Park, S Bae, J Kim, T Kim, E Choi
Conference on Health, Inference, and Learning, 261-281, 2022
182022
ECG-QA: A Comprehensive Question Answering Dataset Combined With Electrocardiogram
J Oh, G Lee, S Bae, J Kwon, E Choi
Advances in Neural Information Processing Systems 36, 2024
172024
Uncertainty-Aware Text-to-Program for Question Answering on Structured Electronic Health Records
D Kim, S Bae, S Kim, E Choi
Conference on Health, Inference, and Learning, 138-151, 2022
92022
Question Answering for Complex Electronic Health Records Database using Unified Encoder-Decoder Architecture
S Bae, D Kim, J Kim, E Choi
Machine learning for health, 13-25, 2021
82021
Overview of the EHRSQL 2024 Shared Task on Reliable Text-to-SQL Modeling on Electronic Health Records
G Lee, S Kweon, S Bae, E Choi
arXiv preprint arXiv:2405.06673, 2024
62024
EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records
Y Kwon, J Kim, G Lee, S Bae, D Kyung, W Cha, T Pollard, A Johnson, ...
arXiv preprint arXiv:2406.16341, 2024
12024
MIMIC-Ext-MIMIC-CXR-VQA: A Complex, Diverse, And Large-Scale Visual Question Answering Dataset for Chest X-ray Images
S Bae, D Kyung, J Ryu, E Cho, G Lee, S Kweon, J Oh, L JI, E Chang, ...
PhysioNet, 2024
12024
KU-DMIS-MSRA at RadSum23: Pre-trained Vision-Language Model for Radiology Report Summarization
G Kim, H Kim, L Ji, S Bae, C Kim, M Sung, H Kim, K Yan, E Chang, J Kang
arXiv preprint arXiv:2307.07409, 2023
12023
Asclepius-R: Clinical Large Language Model Built On MIMIC-III Discharge Summaries
S Kweon, J Kim, J Kim, S Im, E Cho, S Bae, J Oh, G Lee, JH Moon, ...
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