Heejung Hyun

Fully automated 3D segmentation and separation of multiple cervical vertebrae in CT images using a 2D convolutional neural network

Hyun‐Jin Bae, Heejung Hyun, Younghwa Byeon et al. · Computer Methods and Programs in Biomedicine · 2019 · 38 citations · Full text

Computed Tomography, Convolutional Neural Network, Image Analysis +15

Advantage of Vital Sign Monitoring Using a Wireless Wearable Device for Predicting Septic Shock in Febrile Patients in the Emergency Department: A Machine Learning-Based Analysis

Arom Choi, Kyung Soo Chung, Sung Phil Chung et al. · Sensors · 2022 · 24 citations · Full text

Medical Monitoring, Engineering, Wearable Sensor +21

A novel deep learning algorithm for real-time prediction of clinical deterioration in the emergency department for a multimodal clinical decision support system

Arom Choi, Kwanhyung Lee, Heejung Hyun et al. · Scientific Reports · 2024 · 21 citations · Full text

Development of a machine-learning algorithm to predict in-hospital cardiac arrest for emergency department patients using a nationwide database

Ji Hoon Kim, Arom Choi, Min Joung Kim et al. · Scientific Reports · 2022 · 19 citations · Full text

Development of Prediction Models for Acute Myocardial Infarction at Prehospital Stage with Machine Learning Based on a Nationwide Database

Arom Choi, Min Joung Kim, Ji Min Sung et al. · Journal of Cardiovascular Development and Disease · 2022 · 12 citations · Full text