Junggu Choi

6PUBLICATIONS
9CO-AUTHORS
Decision makingProteomics and metabolomicsLearning, motivation and emotionBioinformatic methods developmentSemi- and unsupervised learning
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Publications (6)

|Oct 30, 2023
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.

Junggu Choi, Sanghoon Han

|Mar 20, 2023
Validation of the influence of biosignals on performance of machine learning algorithms for sleep stage classification.

Junggu Choi, Seohyun Kwon, Sohyun Park

|Feb 25, 2022
EEG-Based Identification of Emotional Neural State Evoked by Virtual Environment Interaction.

Dawoon Jung, Junggu Choi, Jeongjae Kim

|Dec 10, 2021
Identification of Risk Factors for Suicidal Ideation and Attempt Based on Machine Learning Algorithms: A Longitudinal Survey in Korea (2007-2019).

Junggu Choi, Seoyoung Cho, Inhwan Ko

|May 24, 2020
Deep Learning Approach for Imputation of Missing Values in Actigraphy Data: Algorithm Development Study.

Jong-Hwan Jang, Junggu Choi, Hyun Woong Roh

|Jan 22, 2019
Quantitative Evaluation of the Relationship between T-Wave-Based Features and Serum Potassium Level in Real-World Clinical Practice.

Dukyong Yoon, Hong Seok Lim, Jong Cheol Jeong

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Frequent Collaborators

2 joint publications

Dukyong Yoon

2 joint publications

Tae Young Kim

2 joint publications

Jong-Hwan Jang

1 joint publications

Jong Cheol Jeong