Choi J - Search Results

1

Validation of depression determinants in caregivers of dementia patients with machine learning algorithms and statistical model.

Cho K, Choi J, Han S. Cho K, et al. Among authors: choi j. Front Med (Lausanne). 2023 Feb 2;10:1095385. doi: 10.3389/fmed.2023.1095385. eCollection 2023. Front Med (Lausanne). 2023. PMID: 36817793 Free PMC article.

2

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

Choi J, Cho S, Ko I, Han S. Choi J, et al. Int J Environ Res Public Health. 2021 Dec 3;18(23):12772. doi: 10.3390/ijerph182312772. Int J Environ Res Public Health. 2021. PMID: 34886497 Free PMC article.

3

EEG-Based Identification of Emotional Neural State Evoked by Virtual Environment Interaction.

Jung D, Choi J, Kim J, Cho S, Han S. Jung D, et al. Among authors: choi j. Int J Environ Res Public Health. 2022 Feb 14;19(4):2158. doi: 10.3390/ijerph19042158. Int J Environ Res Public Health. 2022. PMID: 35206341 Free PMC article.

4

Validation of the influence of biosignals on performance of machine learning algorithms for sleep stage classification.

Choi J, Kwon S, Park S, Han S. Choi J, et al. Digit Health. 2023 Mar 14;9:20552076231163783. doi: 10.1177/20552076231163783. eCollection 2023 Jan-Dec. Digit Health. 2023. PMID: 36937698 Free PMC article.

5

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.

Choi J, Han S. Choi J, et al. Digit Health. 2023 Oct 25;9:20552076231207573. doi: 10.1177/20552076231207573. eCollection 2023 Jan-Dec. Digit Health. 2023. PMID: 37900256 Free PMC article.

6

Investigation of factors regarding the effects of COVID-19 pandemic on college students' depression by quantum annealer.

Choi J, Kim K, Park SH, Hur J, Yang H, Kim YH, Lee H, Han S. Choi J, et al. Sci Rep. 2024 Feb 26;14(1):4684. doi: 10.1038/s41598-024-54533-8. Sci Rep. 2024. PMID: 38409195 Free PMC article.

7

Investigating the relationship between CSAT scores and prefrontal fNIRS signals during cognitive tasks using a quantum annealing algorithm.

Kim Y, Choi J, Kim B, Park Y, Cha J, Choi J, Han S. Kim Y, et al. Among authors: choi j. Sci Rep. 2024 Aug 26;14(1):19760. doi: 10.1038/s41598-024-70394-7. Sci Rep. 2024. PMID: 39187554 Free PMC article.

8

A fusion analytic framework for investigating functional brain connectivity differences using resting-state fMRI.

Jeon Y, Kim JJ, Yu S, Choi J, Han S. Jeon Y, et al. Among authors: choi j. Front Neurosci. 2024 Dec 11;18:1402657. doi: 10.3389/fnins.2024.1402657. eCollection 2024. Front Neurosci. 2024. PMID: 39723421 Free PMC article.

9

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

Jang JH, Choi J, Roh HW, Son SJ, Hong CH, Kim EY, Kim TY, Yoon D. Jang JH, et al. Among authors: choi j. JMIR Mhealth Uhealth. 2020 Jul 23;8(7):e16113. doi: 10.2196/16113. JMIR Mhealth Uhealth. 2020. PMID: 32445459 Free PMC article.

10

Associations of rest-activity patterns with amyloid burden, medial temporal lobe atrophy, and cognitive impairment.

Roh HW, Choi JG, Kim NR, Choe YS, Choi JW, Cho SM, Seo SW, Park B, Hong CH, Yoon D, Son SJ, Kim EY. Roh HW, et al. EBioMedicine. 2020 Aug;58:102881. doi: 10.1016/j.ebiom.2020.102881. Epub 2020 Jul 28. EBioMedicine. 2020. PMID: 32736306 Free PMC article.

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