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Junggu Choi
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Risk evaluation of azithromycin‐induced QT prolongation in real‐world practice
Y Choi, HS Lim, D Chung, J Choi, D Yoon
BioMed research international 2018 (1), 1574806, 2018
1182018
Deep learning approach for imputation of missing values in actigraphy data: Algorithm development study
JH Jang, J Choi, HW Roh, SJ Son, CH Hong, EY Kim, TY Kim, D Yoon
JMIR mHealth and uHealth 8 (7), e16113, 2020
282020
In vitro and in vivo defensive effect of probiotic LAB against Pseudomonas aeruginosa using Caenorhabditis elegans model
R Chelliah, JG Choi, S Hwang, BJ Park, EBM Daliri, SH Kim, S Wei, ...
Virulence 9 (1), 1489-1507, 2018
262018
Construction of an electrocardiogram database including 12 lead waveforms
D Chung, J Choi, JH Jang, TY Kim, JH Byun, H Park, HS Lim, RW Park, ...
Healthcare informatics research 24 (3), 242-246, 2018
202018
Machine learning framework for multi-level classification of company revenue
JG Choi, I Ko, J Kim, Y Jeon, S Han
IEEE Access 9, 96739-96750, 2021
192021
Associations of rest-activity patterns with amyloid burden, medial temporal lobe atrophy, and cognitive impairment
HW Roh, J Choi, NR Kim, YS Choe, JW Choi, SM Cho, SW Seo, B Park, ...
EBioMedicine 58, 2020
192020
Quantitative Evaluation of the Relationship between T‐Wave‐Based Features and Serum Potassium Level in Real‐World Clinical Practice
D Yoon, HS Lim, JC Jeong, TY Kim, J Choi, JH Jang, E Jeong, CM Park
BioMed Research International 2018 (1), 3054316, 2018
172018
EEG-based identification of emotional neural state evoked by virtual environment interaction
D Jung, J Choi, J Kim, S Cho, S Han
International journal of environmental research and public health 19 (4), 2158, 2022
152022
In vivo screening platform for shiga toxin-producing Escherichia coli (STEC) using Caenorhabditis elegans as a model
SB Hwang, J Choi, S Wei, BJ Park, R Chelliah, DH Oh
PLoS One 13 (2), e0193277, 2018
132018
Depression level classification using machine learning classifiers based on actigraphy data
JG Choi, I Ko, S Han
IEEE Access 9, 116622-116646, 2021
122021
Associations of actigraphy derived rest activity patterns and circadian phase with clinical symptoms and polysomnographic parameters in chronic insomnia disorders
HW Roh, SJ Choi, H Jo, D Kim, J Choi, SJ Son, EY Joo
Scientific Reports 12 (1), 4895, 2022
82022
Deep learning approach to generate a synthetic cognitive psychology behavioral dataset
JG Choi, Y Nah, I Ko, S Han
IEEE Access 9, 142489-142505, 2021
62021
Validation of the influence of biosignals on performance of machine learning algorithms for sleep stage classification
J Choi, S Kwon, S Park, S Han
Digital Health 9, 20552076231163783, 2023
32023
Machine learning approach for classifying college scholastic ability test levels with unsupervised features from prefrontal functional near-infrared spectroscopy signals
J Choi, I Ko, Y Nah, B Kim, Y Park, J Cha, J Choi, S Han
IEEE Access 10, 50864-50877, 2022
32022
Identification of risk factors for suicidal ideation and attempt based on machine learning algorithms: A longitudinal survey in Korea (2007–2019)
J Choi, S Cho, I Ko, S Han
International journal of environmental research and public health 18 (23), 12772, 2021
32021
Investigation of factors regarding the effects of COVID-19 pandemic on college students’ depression by quantum annealer
J Choi, K Kim, SH Park, J Hur, H Yang, YH Kim, H Lee, S Han
Scientific reports 14 (1), 4684, 2024
22024
Investigating the relationship between CSAT scores and prefrontal fNIRS signals during cognitive tasks using a quantum annealing algorithm
Y Kim, J Choi, B Kim, Y Park, J Cha, J Choi, S Han
Scientific Reports 14 (1), 19760, 2024
1*2024
Validation of depression determinants in caregivers of dementia patients with machine learning algorithms and statistical model
K Cho, J Choi, S Han
Frontiers in Medicine 10, 1095385, 2023
12023
A hybrid quantum-classical algorithm approach for the early detection of cognitive impairment with the resting-state fMRI time-course
J Choi
Yonsei University, 2024
2024
Early-stage detection of cognitive impairment by hybrid quantum-classical algorithm using resting-state functional MRI time-series
J Choi, T Hur, DK Park, NY Shin, SK Lee, H Lee, S Han
Available at SSRN 4949088, 2024
2024
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