Design and implementation of platform for collecting physiological and psychological data for mood status inference

Wei Ting Yen, Kuo Hsuan Chung, Linen Lin, Yue Shan Chang

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The assessment of mental state is an important issue for diagnosing whether people getting depressed or not. The general assessment tool is to use the Hamilton Depression Rating Scale (HAM-D). In general, psychiatrist utilizes Monthly Mood Chart (MMC) to collect and infer the mental state during the treatment for assessing whether the symptoms relieved or not. But, the MMC is a kind of psychology data. Recently, there is research has developed to evaluate individual emotional and mental state in the way of fusion of psychology and physiology. Therefore, how to effectively and conveniently collect patient's psychological and physiological data to integrate them together has become an important issue. In this paper, we design and implement a platform for collecting data and inferring mental state; the data includes patients' physiological and psychological data, such as Electroencephalography (EEG), Heart Rate Variability (HRV), and MMC. The platform can automatically infer emotional state and provide it to psychiatrists for assessment. This platform is cooperating with psychiatrists in two hospitals and would like to obtain approval. It can be used for the diagnosis of future mental illnesses.

Original languageEnglish
Title of host publicationProceedings of 2021 International Conference on System Science and Engineering, ICSSE 2021
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages427-432
Number of pages6
ISBN (Electronic)9781665448482
DOIs
Publication statusPublished - Aug 26 2021
Event2021 International Conference on System Science and Engineering, ICSSE 2021 - Virtual, Ho Chi Minh City, Viet Nam
Duration: Aug 26 2021Aug 28 2021

Publication series

NameProceedings of 2021 International Conference on System Science and Engineering, ICSSE 2021

Conference

Conference2021 International Conference on System Science and Engineering, ICSSE 2021
Country/TerritoryViet Nam
CityVirtual, Ho Chi Minh City
Period8/26/218/28/21

Keywords

  • Depression
  • EEG
  • HRV
  • Mood state inference
  • Physiological
  • Psychological

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Vision and Pattern Recognition
  • Signal Processing
  • Energy Engineering and Power Technology
  • Control and Systems Engineering
  • Electrical and Electronic Engineering
  • Control and Optimization

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