Author

Young Wook Song

Institutions: Soonchunhyang University, Soonchunhyang University Hospital Cheonan, Hanyang University

Observed institutions: Soonchunhyang University, Soonchunhyang University Hospital Cheonan, Hanyang University

ORCID: 0009-0008-7289-3262

Observed ORCID: 0009-0008-7289-3262

OpenAlex ID: A5035487532

Machine-learning-based classification of obstructive sleep apnea using 19-channel sleep EEG data

2024 · Dongyeop Kim, Ji Yong Park, et al. · Sleep Medicine · 12

Resting-state EEG microstate analysis of internet gaming disorder and alcohol use disorder

2024 · Ji Sun Kim, Young Wook Song, et al. · Dialogues in Clinical Neuroscience · 11

How to Solve Clinical Challenges in Mood Disorders; Machine Learning Approaches Using Electrophysiological Markers

2024 · Young Wook Song, Ho Sung Lee, et al. · Clinical Psychopharmacology and Neuroscience · 9

EEG microstate-based classification using machine learning in depressed adolescents with and without non-suicidal self-injury

2025 · Young Wook Song, Sungkean Kim, et al. · Progress in Neuro-Psychopharmacology and Biological Psychiatry · 8

Electrophysiological characteristics in adolescents with non-suicidal self-injury: an event-related potential study and source analysis

2025 · Sung-Hoon Yoon, Ji Sun Kim, et al. · Frontiers in Psychiatry · 4

Combining EEG, event-related potentials, and MRI biomarkers for detection of mild cognitive impairment: A machine learning approach

2026 · Young Wook Song, Young Ho Park, et al. · Clinical Neurophysiology · 2

Distinct cortical functional network alterations in internet gaming disorder and alcohol use disorder: A resting-state EEG graph theory analysis

2026 · Young Wook Song, Ji Sun Kim, et al. · Comprehensive Psychiatry

Machine learning–based source-level EEG functional network biomarkers of antidepressant treatment response in major depressive disorder

2026 · Young Wook Song, Hyeon-Ah Lee, et al. · Progress in Neuro-Psychopharmacology and Biological Psychiatry

Microstate analysis from resting state electroencephalography in patients with bipolar disorder converted from major depressive disorder

2026 · Hyeon-Ah Lee, Young Wook Song, et al. · Scientific Reports

Outer Photoreceptor Layer Thickness Maps Obtained by Spectral Domain Optical Coherence Tomography in Normal Eyes and in Eyes With Variable Macular Diseases

2009 · Byoung-Sun Ko, In-Hwa Kang, et al. · Investigative Ophthalmology & Visual Science

Works count: 10

Citation count: 46

H-index: 4

I10-index: 2