AIMC Topic: Stress, Psychological
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Machine learning identifies different related factors associated with depression and suicidal ideation in Chinese children and adolescents.
Journal of affective disorders
Jun 4, 2024
BACKGROUND: Depression and suicidal ideation often co-occur in children and adolescents, yet they possess distinct characteristics. This study sought to identify the different related factors associated with depression and suicidal ideation.
Accelerated construction of stress relief music datasets using CNN and the Mel-scaled spectrogram.
PloS one
May 24, 2024
Listening to music is a crucial tool for relieving stress and promoting relaxation. However, the limited options available for stress-relief music do not cater to individual preferences, compromising its effectiveness. Traditional methods of curating...
Strategies for Reliable Stress Recognition: A Machine Learning Approach Using Heart Rate Variability Features.
Sensors (Basel, Switzerland)
May 18, 2024
Stress recognition, particularly using machine learning (ML) with physiological data such as heart rate variability (HRV), holds promise for mental health interventions. However, limited datasets in affective computing and healthcare research can lea...
Deciphering the Genetic Links between Psychological Stress, Autophagy, and Dermatological Health: Insights from Bioinformatics, Single-Cell Analysis, and Machine Learning in Psoriasis and Anxiety Disorders.
International journal of molecular sciences
May 15, 2024
The relationship between psychological stress, altered skin immunity, and autophagy-related genes (ATGs) is currently unclear. Psoriasis is a chronic skin inflammation of unclear etiology that is characterized by persistence and recurrence. Immune dy...
A machine-learning approach to model risk and protective factors of vulnerability to depression.
Journal of psychiatric research
May 11, 2024
There are multiple risk and protective factors for depression. The association between these factors with vulnerability to depression is unclear. Such knowledge is an important insight into assessing risk for developing depression for precision inter...
Artificial-intelligence-reinforced multimodal electronic skin for psychological stress assessment.
Science bulletin
Mar 19, 2024
Defining suffering in pain: a systematic review on pain-related suffering using natural language processing.
Pain
Mar 5, 2024
Understanding, measuring, and mitigating pain-related suffering is a key challenge for both clinical care and pain research. However, there is no consensus on what exactly the concept of pain-related suffering includes, and it is often not precisely ...
Sleep-phasic heart rate variability predicts stress severity: Building a machine learning-based stress prediction model.
Stress and health : journal of the International Society for the Investigation of Stress
Feb 27, 2024
We propose a novel approach for predicting stress severity by measuring sleep phasic heart rate variability (HRV) using a smart device. This device can potentially be applied for stress self-screening in large populations. Using a Holter electrocardi...
Factors Affecting Workers' Mental Stress in Handover Activities During Human-Robot Collaboration.
Human factors
Jan 12, 2024
OBJECTIVE: This study investigated the effects of different approach directions, movement speeds, and trajectories of a co-robot's end-effector on workers' mental stress during handover tasks.
Psychological Alterations in Youths with Type I Diabetes: Associations with Salivary Cortisol Concentration.
Medicina (Kaunas, Lithuania)
Dec 21, 2023
Type 1 diabetes mellitus (T1DM) is one of the most common chronic diseases in children and adolescents, and is associated with stress and other psychological alterations. This study aims to assess psychological and sleep disorders and health-related...
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