Seongsu Bae

According to our database, Seongsu Bae authored at least 10 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records.

Yeonsu Kwon, Jiho Kim, Gyubok Lee, Seongsu Bae, Daeun Kyung, Wonchul Cha, Tom Pollard, Alistair Johnson, Edward Choi

CoRR, 2024

Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes.

Sunjun Kweon, Junu Kim, Jiyoun Kim, Sujeong Im, Eunbyeol Cho, Seongsu Bae, Jungwoo Oh, Gyubok Lee, Jong Hak Moon, Seng Chan You, Seungjin Baek, Chang Hoon Han, Yoon Bin Jung, Yohan Jo, Edward Choi

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Overview of the EHRSQL 2024 Shared Task on Reliable Text-to-SQL Modeling on Electronic Health Records.

Gyubok Lee, Sunjun Kweon, Seongsu Bae, Edward Choi

Proceedings of the 6th Clinical Natural Language Processing Workshop, 2024

2023

ECG-QA: A Comprehensive Question Answering Dataset Combined With Electrocardiogram.

Jungwoo Oh, Gyubok Lee, Seongsu Bae, Joon-Myoung Kwon, Edward Choi

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images.

Seongsu Bae, Daeun Kyung, Jaehee Ryu, Eunbyeol Cho, Gyubok Lee, Sunjun Kweon, Jungwoo Oh, Lei Ji, Eric I-Chao Chang, Tackeun Kim, Edward Choi

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

KU-DMIS-MSRA at RadSum23: Pre-trained Vision-Language Model for Radiology Report Summarization.

Gangwoo Kim, Hajung Kim, Lei Ji, Seongsu Bae, Chanhwi Kim, Mujeen Sung, Hyunjae Kim, Kun Yan, Eric Chang, Jaewoo Kang

Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks, 2023

2022

EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records.

Gyubok Lee, Hyeonji Hwang, Seongsu Bae, Yeonsu Kwon, Woncheol Shin, Seongjun Yang, Minjoon Seo, Jong-Yeup Kim, Edward Choi

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Graph-Text Multi-Modal Pre-training for Medical Representation Learning.

Sungjin Park, Seongsu Bae, Jiho Kim, Tackeun Kim, Edward Choi

Proceedings of the Conference on Health, Inference, and Learning, 2022

Uncertainty-Aware Text-to-Program for Question Answering on Structured Electronic Health Records.

Daeyoung Kim, Seongsu Bae, Seungho Kim, Edward Choi

Proceedings of the Conference on Health, Inference, and Learning, 2022

2021

Question Answering for Complex Electronic Health Records Database using Unified Encoder-Decoder Architecture.

Seongsu Bae, Daeyoung Kim, Jiho Kim, Edward Choi

Proceedings of the Machine Learning for Health, 2021