Intracranial Densitometry-Augmented Machine Learning Enhances the Prognostic Value of Brain CT in Pediatric Patients With Traumatic Brain Injury: A Retrospective Pilot Study
Kim, Young-Tak, Kim, Hakseung, Lee, Choel-Hui, Yoon, Byung C., Kim, Jung Bin, Choi, Young Hun, Cho, Won-Sang, Oh, Byung-Mo, Kim, Dong-Joo
Published in Frontiers in pediatrics (02.11.2021)
Published in Frontiers in pediatrics (02.11.2021)
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Journal Article
SleepExpertNet: high-performance and class-balanced deep learning approach inspired from the expert neurologists for sleep stage classification
Lee, Choel-Hui, Kim, Hyun-Ji, Kim, Young-Tak, Kim, Hakseung, Kim, Jung-Bin, Kim, Dong-Joo
Published in Journal of ambient intelligence and humanized computing (01.06.2023)
Published in Journal of ambient intelligence and humanized computing (01.06.2023)
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Journal Article
Lateralization of alpha oscillation under preparation Lead to Efficiency of Motor Imagery: Related with Performance of Classification
Lee, Seho, Lee, Choel-Hui, Kim, Hakseung, Kim, Dong-joo
Published in 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC) (11.10.2020)
Published in 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC) (11.10.2020)
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Conference Proceeding
EEG-Based Multioutput Classification of Sleep Stage and Apnea Using Deep Learning
Jo, Donghyeok, Lee, Choel-Hui, Kim, Hakseung, Kim, Hayom, Kim, Jung Bin, Kim, Dong-Joo
Published in 2023 11th International Winter Conference on Brain-Computer Interface (BCI) (20.02.2023)
Published in 2023 11th International Winter Conference on Brain-Computer Interface (BCI) (20.02.2023)
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Conference Proceeding
An Ensemble Deep Learning Approach for Sleep Stage Classification via Single-channel EEG and EOG
Wang, In-Nea, Lee, Choel-Hui, Kim, Hyun-Ji, Kim, Hakseung, Kim, Dong-Joo
Published in 2020 International Conference on Information and Communication Technology Convergence (ICTC) (21.10.2020)
Published in 2020 International Conference on Information and Communication Technology Convergence (ICTC) (21.10.2020)
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Conference Proceeding
Improving Sleep Stage Classification Performance by Single-Channel EEG Data Augmentation via Spectral Band Blending
Lee, Choel-Hui, Kim, Hyun-Ji, Heo, Jae-Wook, Kim, Hakseung, Kim, Dong-Joo
Published in 2021 9th International Winter Conference on Brain-Computer Interface (BCI) (22.02.2021)
Published in 2021 9th International Winter Conference on Brain-Computer Interface (BCI) (22.02.2021)
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Conference Proceeding
Correction to: SleepExpertNet: high‑performance and class‑balanced deep learning approach inspired from the expert neurologists for sleep stage classification
Lee, Choel-Hui, Kim, Hyun-Ji, Kim, Young-Tak, Kim, Hakseung, Kim, Jung-Bin, Kim, Dong-Joo
Published in Journal of ambient intelligence and humanized computing (01.06.2023)
Published in Journal of ambient intelligence and humanized computing (01.06.2023)
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Journal Article