Emotional ability is an important symbol of human intelligence. Human's understanding of emotions, from subjective consciousness to continuous or discrete emotional dimensions, and then to physiological separability, has shown a trend of gradually diverging from psychological research to the field of intelligent human-computer interaction. This article is aimed at studying the effects of smart sensor-based emotion recognition technology and badminton on physical health. It proposes a method of using smart sensor technology to recognize badminton movements and emotions during the movement. And the impact of emotion recognition based on smart sensors and badminton sports on physical health is carried out in this article. Experimental results show that the emotion recognition technology based on smart sensors can well recognize the changes in people's emotions during badminton sports, and the accuracy of emotion recognition is higher than 70%. At the same time, experiments show that badminton can greatly improve people's physical fitness and strengthen people's physique.
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http://dx.doi.org/10.1155/2022/8349448 | DOI Listing |
Alzheimers Dement
December 2024
Université de Paris Descartes, Paris, Paris, France.
Background: Facial emotion recognition testing in Alzheimer's disease (AD) patients has been identified as key for early detection and as a marker for disease progression. Emotion recognition remains one of the most difficult domains to assess in culturally diverse populations due to a lack of culturally adapted tools. This study assessed the feasibility of a cross-cultural test for emotion recognition, the TIE-93, in French and North African populations living in France.
View Article and Find Full Text PDFAlzheimers Dement
December 2024
Sounds Good Choir, NFP, Downers Grove, IL, USA.
Background: Singing improves mood, social, and physical well-being (Pentikainen et al., 2021). Choral singing has therefore gained recognition as a highly recommended activity for older adults and persons with dementia to fight isolation (Petrovsky et al.
View Article and Find Full Text PDFAlzheimers Dement
December 2024
Harvard Medical School, Belmont, MA, USA.
There is growing recognition of the importance of changes in behavior as an early clinical marker of the onset of Alzheimer's disease. Behavior symptoms may precede the onset of cognitive symptoms by as many as three years. However, these symptoms are often confused for primary psychiatric pathology and there is an urgent need for markers that can help quantify behaviors with the eventual goal of helping distinguish behavior changes related to psychiatric pathology from behavior changes related to the onset of dementia.
View Article and Find Full Text PDFBMJ Open
January 2025
Amsterdam Public Health research institute, Amsterdam, The Netherlands.
Objectives: Knowledge about the long-term course and prognosis of persistent somatic symptoms (PSS) is important to improve clinical decision-making and guidance for patients with PSS. Therefore, we aimed to: (1) identify distinct 5-year trajectories of symptom severity, physical and mental functioning in adult patients with PSS and (2) explore patient characteristics associated with these trajectories.
Design: We used longitudinal data (seven measurements over a 5-year period) of the PROSPECTS study: a prospective cohort of adult patients with PSS.
J Neurosci Methods
January 2025
College of Automation and Electronic Engineering, Qingdao University of Science and Technology, Qingdao, China.
Background: Recognition of emotion changes is of great significance to a person's physical and mental health. At present, EEG-based emotion recognition methods are mainly focused on time or frequency domains, but rarely on spatial information. Therefore, the goal of this study is to improve the performance of emotion recognition by integrating frequency and spatial domain information under multi-frequency bands.
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