Jung-Gu Choi (Junggu Choi)

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 7

Top Topics

Machine Learning

Artificial Intelligence

Depressive Symptoms

Convolutional Neural Network

Top Venues

International journal of environmental research and public health

BioMed research international

JMIR mHealth and uHealth

This page only lists publications with an associated author ORCID identifier.

Publications

Jung-Gu Choi, Sanghoon Han
Investigation of factors associated with mental health during the early part of the COVID-19 pandemic in South Korea based on machine learning algorithms: A cohort study. Digital health 9 (2023)
Jung-Gu Choi, Seohyun Kwon, Sohyun Park, Sanghoon Han
Validation of the influence of biosignals on performance of machine learning algorithms for sleep stage classification. Digital health 9 (2023)
Jung-Gu Choi, Seohyun Kwon, Sohyun Park, Sanghoon Han
Validation of the influence of biosignals on performance of machine learning algorithms for sleep stage classification. Digital health 9 (2023)
Dawoon Jung, Jung-Gu Choi, Jeongjae Kim, Seoyoung Cho, Sanghoon Han
EEG-Based Identification of Emotional Neural State Evoked by Virtual Environment Interaction. International journal of environmental research and public health 19 (4) (2022)
Jung-Gu Choi, Seoyoung Cho, Inhwan Ko, Sanghoon Han
Identification of Risk Factors for Suicidal Ideation and Attempt Based on Machine Learning Algorithms: A Longitudinal Survey in Korea (2007-2019). International journal of environmental research and public health 18 (23) (2021)
Jong Hwan Jang, Jung-Gu Choi, Hyun Woong Roh, Sang Joon Son, Chang Hyung Hong, Eun Young Kim, Tae Young Kim, Dukyong Yoon
Deep Learning Approach for Imputation of Missing Values in Actigraphy Data: Algorithm Development Study. JMIR mHealth and uHealth 8 (7) (2020)
Dukyong Yoon, Hong Seok Lim, Jong Cheol Jeong, Tae Young Kim, Jung-Gu Choi, Jong Hwan Jang, Eugene Jeong, Chan Min Park
Quantitative Evaluation of the Relationship between T-Wave-Based Features and Serum Potassium Level in Real-World Clinical Practice. BioMed research international 2018 (2018)