Jong-Hwan Jang

Effectiveness of Transfer Learning for Deep Learning-Based Electrocardiogram Analysis

Jong-Hwan Jang, Tae Young Kim, Dukyong Yoon · Healthcare Informatics Research · 2021 · 44 citations · Full text

Unsupervised feature learning for electrocardiogram data using the convolutional variational autoencoder

Jong-Hwan Jang, Tae Young Kim, Hong‐Seok Lim et al. · PLoS ONE · 2021 · 36 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +21

Predicting intraoperative hypotension using deep learning with waveforms of arterial blood pressure, electroencephalogram, and electrocardiogram: Retrospective study

Yong‐Yeon Jo, Jong-Hwan Jang, Joon‐myoung Kwon et al. · PLoS ONE · 2022 · 32 citations · Full text

Hypertension, Adult Cardiac Surgery, Machine Learning +20

Deep Learning Approach for Imputation of Missing Values in Actigraphy Data: Algorithm Development Study

Jong-Hwan Jang, Junggu Choi, Hyun Woong Roh et al. · JMIR mhealth and uhealth · 2020 · 27 citations · Full text

Automated Detection of Acute Myocardial Infarction Using Asynchronous Electrocardiogram Signals—Preview of Implementing Artificial Intelligence With Multichannel Electrocardiographs Obtained From Smartwatches: Retrospective Study

Changho Han, Young-Jae Song, Hong‐Seok Lim et al. · Journal of Medical Internet Research · 2021 · 24 citations · Full text