학술논문
Clinical Implication of Maumgyeol Basic Biotypes–Electroencephalography- and Photoplethysmogram-Based Bwave State Inventory
이용수 6
- 영문명
- 발행기관
- 대한신경정신의학회
- 저자명
- Yunsu Kim Junseok Hwang Jaehyung Lee Seongwon Jang Yumi Im Sunkyung Yoon Seung-Hwan Lee
- 간행물 정보
- 『Psychiatry Investigation』제21권 제5호, 528~538쪽, 전체 11쪽
- 주제분류
- 의약학 > 정신과학
- 파일형태
- 발행일자
- 2024.05.31
4,120원
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국문 초록
Objective : The development of individual subtypes based on biomarkers offers a cost-effective and timely avenue to comprehending individual differences pertaining to mental health, independent from individuals’ subjective insights. Incorporating 2-channel electroen-cephalography (EEG) and photoplethysmogram (PPG), we sought to establish a subtype classification system with clinical relevance.
Methods : One hundred healthy participants and 99 patients with psychiatric disorders were recruited. Classification thresholds were determined using the EEG and PPG data from 2,278 individuals without mental disorders, serving to classify subtypes in our sample of 199 participants. Multivariate analysis of variance was applied to examine psychological distinctions among these subtypes. K-means clustering was employed to verify the classification system.
Results : The distribution of subtypes differed between healthy participants and those with psychiatric disorders. Cognitive abilities were contingent upon brain subtypes, while mind subtypes exhibited significant differences in symptom severity, overall health, and cognitive stress. K-means clustering revealed that the results of our theory-based classification and data-driven classification are comparable. The synergistic assessment of both brain and mind subtypes was also explored.
Conclusion : Our subtype classification system offers a concise means to access individuals’ mental health. The utilization of EEG and PPG signals for subtype classification offers potential for the future of digital mental healthcare.
영문 초록
목차
INTRODUCTION
METHODS
RESULTS
DISCUSSION
해당간행물 수록 논문
- Clinical Implication of Maumgyeol Basic Biotypes–Electroencephalography- and Photoplethysmogram-Based Bwave State Inventory
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참고문헌
관련논문
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