Jeong Eul Kwon (권정을)

From Hemodynamic Stability to Survival: A Validated Multi-Agent Reinforcement Learning Framework for ICU Shock Management with Machine-in-the-loop System

Jong Hoon Kim, Jeong Eul Kwon, Jeuen Kim, Hyo Kyung Lee*, and Joo Heung Yoon*

Collaborated with UPMC

Effectiveness of Wrist-Worn Wearable-Guided Cardiac Rehabilitation Delivered Through Fully Remote or Hybrid Programs in Patients With Cardiovascular Disease: Systematic Review and Meta-Analysis of Randomized Controlled Trials

Jun Hwan Choi, So Young Lee, Kyung Cheon Seo, Sang Yoon Lee, Hyo Kyung Lee, Hyun Ryu, Dongbin Heo, Jong Hoon Kim, Jeong Eul Kwon, Bo Ryun Kim*, Michael Y. Lee*

Collaborated with KUMC

Mind the Missing: Variable-Aware Representation Learning for Irregular EHR Time Series using Large Language Models

Jeong Eul Kwon, Joo Heung Yoon, and Hyo Kyung Lee*

Collaborated with UPMC

CLEAR-Shock: Contrastive LEARning for Shock

Jeong Eul Kwon, Sung Woo Lee, Su Jin Kim, Kap Su Han, Sijin Lee, Juhyun Song, and Hyo Kyung Lee*

Collaborated with KUMC

Sequential anomaly detection for continuous prediction of unexpected ICU admission from emergency department

Sooho Choi, Gyumin Kim, Jeong Eul Kwon, and Hyo Kyung Lee*