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Functional Near-Infrared Spectroscopy-Based Computer-Aided Diagnosis of Major Depressive Disorder Using Convolutional Neural Network with a New Channel Embedding Layer Considering Inter-Hemispheric Asymmetry in Prefrontal Hemodynamic Responses Go to Link open access

Lee, Kyeonggu; Kwon, Jinuk; Chun, Minyoung; Choi, Jongkwan; Lee, Seung-Hwan; Im, Chang-Hwan

ArticleIssue Date2024CitationDepression and Anxiety, v.2024, no.1, pp 1 - 11PublisherJohn Wiley & Sons Inc.

SCIESSCISCOPUS

Functional near-infrared spectroscopy-based computer-aided diagnosis of major depressive disorder using explainable artificial intelligence: Comparison with conventional machine learning Go to Link

Lee, Kyeonggu; Chun, Minyoung; Kwon, Jinuk; Choi, Jongkwan; Lee, Seung-Hwan; Im, Chang-Hwan

ArticleIssue Date2026CitationJOURNAL OF AFFECTIVE DISORDERS, v.397, pp 1 - 11PublisherELSEVIER

SCIESCOPUSKCI

Infusion and iontophoresis for directional delivery of compounds to the brain Go to Link

Ji, Han Bi; Han, Jae Hoon; Min, Chang Hee; Park, Junwon; Lee, Kyeonggu; Bin Yoon, Soo; Kwon, Eun Jung; Kim, Cho Rim; Kim, Min Ji; Kim, Myong Ju, et al.

ArticleIssue Date2026CitationJOURNAL OF INDUSTRIAL AND ENGINEERING CHEMISTRY, v.153, pp 718 - 728PublisherELSEVIER SCIENCE INC

SCIESCOPUS

Machine-Learning-Based Prediction of Photobiomodulation Effects on Older Adults with Cognitive Decline Using Functional Near-Infrared Spectroscopy Go to Link

Lee, Kyeonggu; Chun, Minyoung; Jung, Bori; Kim, Yunsu; Yang, Chaeyoun; Choi, JongKwan; Cha, Jihyun; Lee, Seung-Hwan; Im, Chang-Hwan

ArticleIssue Date2024CitationIEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, v.32, pp 3710 - 3718PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC

SCIESCOPUS

Prediction of treatment responsiveness to home-based transcranial photobiomodulation (tPBM) intervention for cognitive decline using fNIRS concurrently recorded during tPBM Go to Link open access

Chun, Minyoung; Lee, Kyeonggu; Jung, Bori; Kim, Yunsu; Yang, Chaeyeon; Choi, Jongkwan; Cha, Jihyun; Lee, Seung-Hwan; Im, Chang-Hwan

ArticleIssue Date2026CitationFRONTIERS IN AGING NEUROSCIENCE, v.18, pp 1 - 13PublisherFRONTIERS MEDIA SA

SCIESCOPUS

Selection of the optimal channel configuration for implementing wearable EEG devices for the diagnosis of mild cognitive impairment Go to Link open access

Lee, Kyeonggu; 최강민; Park, Seonghun; Lee, Seung-Hwan; Im, Chang-Hwan

ArticleIssue Date2022CitationALZHEIMERS RESEARCH & THERAPY, v.14, no.1, pp 1 - 10PublisherBMC

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Browsing by Lee, KyeongguAuthor

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