Chul-Woo Jung

According to our database, Chul-Woo Jung authored at least 6 papers between 2020 and 2026.

Collaborative distances:

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

2026

Development and internal validation of a deep learning algorithm for intraoperative arterial pressure-based stroke volume index estimation in children: a single-center retrospective study.

Hyun-Lim Yang, Young-Eun Jang, Chul-Woo Jung, Hee-Soo Kim, Eun-Hee Kim, Sang-Hwan Ji, Min-Soo Kim, Hyung-Chul Lee

BMC Medical Informatics Decis. Mak., December, 2026

2024

Comparison of NLP machine learning models with human physicians for ASA Physical Status classification.

Soo Bin Yoon, Jipyeong Lee, Hyung-Chul Lee, Chul-Woo Jung, Hyeonhoon Lee

npj Digit. Medicine, 2024

2023

Automatic segmentation of atrial fibrillation and flutter in single-lead electrocardiograms by self-supervised learning and Transformer architecture.

Donghwan Yun, Hyun-Lim Yang, Soonil Kwon, So-Ryoung Lee, Kyungju Kim, Kwangsoo Kim, Hyung-Chul Lee, Chul-Woo Jung, Yon Su Kim, Seung Seok Han

J. Am. Medical Informatics Assoc., December, 2023

Real-time machine learning model to predict in-hospital cardiac arrest using heart rate variability in ICU.

Hyeonhoon Lee, Hyun-Lim Yang, Ho Geol Ryu, Chul-Woo Jung, Youn Joung Cho, Soo Bin Yoon, Hyun-Kyu Yoon, Hyung-Chul Lee

npj Digit. Medicine, 2023

2022

Attention Mechanisms for Physiological Signal Deep Learning: Which Attention Should We Take?

Seong-A Park, Hyung-Chul Lee, Chul-Woo Jung, Hyun-Lim Yang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2020

A Deep Learning Method for Intraoperative Age-agnostic and Disease-specific Cardiac Output Monitoring from Arterial Blood Pressure.

Hyun-Lim Yang, Hyung-Chul Lee, Chul-Woo Jung, Min-Soo Kim

Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020