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 | 21 | 2022 |
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 | 12 | 2022 |
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 | 8 | 2024 |
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 | 8 | 2021 |
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 | 6 | 2022 |
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 | 5 | 2024 |
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 | 5 | 2024 |
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 | 4 | 2023 |
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 | | 2024 |
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 | | 2023 |
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, ... | | |