Soonhyun Yook

Research Associate

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Publications

  • Longitudinal resting-state EEG-based modeling predicts phenoconversion and delineates heterogeneity in isolated REM sleep behavior disorder. Res Sq. 2026 Mar 26.. View in PubMed
  • Optimal Inhibitory-to-Excitatory Ratio Governs Slow and Fast Oscillations for Enhanced Neural Communication. J Neurosci. 2026 01 14; 46(2).. View in PubMed
  • Weighted Hypoxemia Index: An adaptable method for quantifying hypoxemia severity. PLoS One. 2025; 20(7):e0328214.. View in PubMed
  • Obstructive sleep apnea subtyping based on apnea and hypopnea specific hypoxic burden is associated with brain aging and cardiometabolic syndrome. Comput Biol Med. 2025 02; 185:109604.. View in PubMed
  • Long-term night-shift work is associated with accelerates brain aging and worsens N3 sleep in female nurses. Sleep Med. 2024 09; 121:69-76.. View in PubMed
  • Are there effects of light exposure on daytime sleep for rotating shift nurses after night shift?: an EEG power analysis. Front Neurosci. 2024; 18:1306070.. View in PubMed
  • Predicting the impact of CPAP on brain health: A study using the sleep EEG-derived brain age index. Ann Clin Transl Neurol. 2024 05; 11(5):1172-1183.. View in PubMed
  • Deep learning of sleep apnea-hypopnea events for accurate classification of obstructive sleep apnea and determination of clinical severity. Sleep Med. 2024 02; 114:211-219.. View in PubMed
  • Novel neuroelectrophysiological age index associated with imaging features of brain aging and sleep disorders. Neuroimage. 2022 12 01; 264:119753.. View in PubMed
  • Predicting brain age based on sleep EEG and DenseNet. Annu Int Conf IEEE Eng Med Biol Soc. 2021 11; 2021:245-248.. View in PubMed