Seongsu Bae

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 18

Top Topics

Question Answering

Clinical Trials

Top Venues

Publications

Yeonsu Kwon, Jiho Kim, Gyubok Lee, Seongsu Bae, Daeun Kyung, Wonchul Cha, Tom Pollard, Alistair Johnson, Edward Choi
EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records. CoRR (2024)
Gyubok Lee, Sunjun Kweon, Seongsu Bae, Edward Choi
Overview of the EHRSQL 2024 Shared Task on Reliable Text-to-SQL Modeling on Electronic Health Records. CoRR (2024)
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
Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes. ACL (Findings) (2024)
Gyubok Lee, Hyeonji Hwang, Seongsu Bae, Yeonsu Kwon, Woncheol Shin, Seongjun Yang, Minjoon Seo, Jong-Yeup Kim, Edward Choi
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records. CoRR (2023)
Gangwoo Kim, Hajung Kim, Lei Ji, Seongsu Bae, Chanhwi Kim, Mujeen Sung, Hyunjae Kim, Kun Yan, Eric Chang, Jaewoo Kang
KU-DMIS-MSRA at RadSum23: Pre-trained Vision-Language Model for Radiology Report Summarization. BioNLP@ACL (2023)
Seongsu Bae, Daeun Kyung, Jaehee Ryu, Eunbyeol Cho, Gyubok Lee, Sunjun Kweon, Jungwoo Oh, Lei Ji, Eric I-Chao Chang, Tackeun Kim, Edward Choi
EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images. NeurIPS (2023)
Jungwoo Oh, Gyubok Lee, Seongsu Bae, Joon-Myoung Kwon, Edward Choi
ECG-QA: A Comprehensive Question Answering Dataset Combined With Electrocardiogram. NeurIPS (2023)
Gangwoo Kim, Hajung Kim, Lei Ji, Seongsu Bae, Chanhwi Kim, Mujeen Sung, Hyunjae Kim, Kun Yan, Eric Chang, Jaewoo Kang
KU-DMIS-MSRA at RadSum23: Pre-trained Vision-Language Model for Radiology Report Summarization. CoRR (2023)
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
Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes. CoRR (2023)
Seongsu Bae, Daeun Kyung, Jaehee Ryu, Eunbyeol Cho, Gyubok Lee, Sunjun Kweon, Jungwoo Oh, Lei Ji, Eric I-Chao Chang, Tackeun Kim, Edward Choi
EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images. CoRR (2023)
Jungwoo Oh, Seongsu Bae, Gyubok Lee, Joon-Myoung Kwon, Edward Choi
ECG-QA: A Comprehensive Question Answering Dataset Combined With Electrocardiogram. CoRR (2023)
Daeyoung Kim, Seongsu Bae, Seungho Kim, Edward Choi
Uncertainty-Aware Text-to-Program for Question Answering on Structured Electronic Health Records. CHIL (2022)
Sungjin Park, Seongsu Bae, Jiho Kim, Tackeun Kim, Edward Choi
Graph-Text Multi-Modal Pre-training for Medical Representation Learning. CoRR (2022)
Daeyoung Kim, Seongsu Bae, Seungho Kim, Edward Choi
Uncertainty-Aware Text-to-Program for Question Answering on Structured Electronic Health Records. CoRR (2022)
Gyubok Lee, Hyeonji Hwang, Seongsu Bae, Yeonsu Kwon, Woncheol Shin, Seongjun Yang, Minjoon Seo, Jong-Yeup Kim, Edward Choi
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records. NeurIPS (2022)
Sungjin Park, Seongsu Bae, Jiho Kim, Tackeun Kim, Edward Choi
Graph-Text Multi-Modal Pre-training for Medical Representation Learning. CHIL (2022)
Seongsu Bae, Daeyoung Kim, Jiho Kim, Edward Choi
Question Answering for Complex Electronic Health Records Database using Unified Encoder-Decoder Architecture. ML4H@NeurIPS (2021)
Seongsu Bae, Daeyoung Kim, Jiho Kim, Edward Choi
Question Answering for Complex Electronic Health Records Database using Unified Encoder-Decoder Architecture. CoRR (2021)