AIMC Topic: Mental Health

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Pain, dynamic postural control, mental health and impact of oral health in individuals with temporomandibular disorder: A cross-sectional study.

Journal of bodywork and movement therapies May 29, 2023
INTRODUCTION: Some studies claim that functional changes in TMD affect the stomatognathic system (SS) and could contribute to the emergence of pain and changes in postural control.
Oral Health Postural Balance Facial Pain Depression Cross-Sectional Studies Temporomandibular Joint Disorders Male Middle Aged Sleep Quality Quality of Life Pain Measurement Anxiety Young Adult Adult Humans Mental Health Female
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Artificial intelligence in adolescents mental health disorder diagnosis, prognosis, and treatment.

Frontiers in public health Mar 31, 2023
Mental Health Deep Learning Adolescent Mental Disorders Prognosis Humans Neural Networks, Computer Artificial Intelligence Machine Learning
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Detecting individuals with severe mental illness using artificial intelligence applied to magnetic resonance imaging.

EBioMedicine Mar 28, 2023
BACKGROUND: Identifying individuals at risk for severe mental illness (SMI) is crucial for prevention and early intervention strategies. While MRI shows potential for case identification even before illness onset, no practical model for mental health...
Machine Learning Mental Disorders Female Humans Artificial Intelligence Middle Aged Adolescent Magnetic Resonance Imaging Young Adult Adult Mental Health
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A Comprehensive Survey on Federated Learning Techniques for Healthcare Informatics.

Computational intelligence and neuroscience Mar 1, 2023
Healthcare is predominantly regarded as a crucial consideration in promoting the general physical and mental health and well-being of people around the world. The amount of data generated by healthcare systems is enormous, making it challenging to ma...
Mental Health Motivation Informatics Humans Machine Learning Prospective Studies
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Artificial intelligence (AI) and machine learning (ML) based decision support systems in mental health: An integrative review.

International journal of mental health nursing Feb 6, 2023
An integrative review investigating the incorporation of artificial intelligence (AI) and machine learning (ML) based decision support systems in mental health care settings was undertaken of published literature between 2016 and 2021 across six data...
Humans Artificial Intelligence Machine Learning Health Personnel Mental Health Biomedical Technology
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An interpretable machine learning approach to multimodal stress detection in a simulated office environment.

Journal of biomedical informatics Jan 30, 2023
BACKGROUND AND OBJECTIVE: Work-related stress affects a large part of today's workforce and is known to have detrimental effects on physical and mental health. Continuous and unobtrusive stress detection may help prevent and reduce stress by providin...
Random Forest Heart Rate Movement Machine Learning Mental Health
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Behaviour recommendations with a deep learning model and genetic algorithm for health debt characterisation.

Journal of biomedical informatics Dec 22, 2022
Human behaviour is a dense longitudinal multi-featured measure that directly impacts the health of individuals in the short and long terms. Therefore, issues usually emerge from the insistence on performing risky behaviours, such as smoking or eating...
Wearable Electronic Devices Sleep Mental Health Exercise Humans Deep Learning
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Depression Detection Based on Hybrid Deep Learning SSCL Framework Using Self-Attention Mechanism: An Application to Social Networking Data.

Sensors (Basel, Switzerland) Dec 13, 2022
In today's world, mental health diseases have become highly prevalent, and depression is one of the mental health problems that has become widespread. According to WHO reports, depression is the second-leading cause of the global burden of diseases. ...
Mental Health Male Deep Learning Depression Social Media Humans Mental Disorders Female Semantics
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Investigating the Association between Streetscapes and Mental Health in Zhanjiang, China: Using Baidu Street View Images and Deep Learning.

International journal of environmental research and public health Dec 11, 2022
Mental health is one of the main factors that significantly affect one's life. Previous studies suggest that streets are the main activity space for urban residents and have important impacts on human mental health. Existing studies, however, have no...
Male Female Deep Learning Residence Characteristics Aged Humans China Environment Design Mental Health City Planning
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A Call to Action on Assessing and Mitigating Bias in Artificial Intelligence Applications for Mental Health.

Perspectives on psychological science : a journal of the Association for Psychological Science Dec 9, 2022
Advances in computer science and data-analytic methods are driving a new era in mental health research and application. Artificial intelligence (AI) technologies hold the potential to enhance the assessment, diagnosis, and treatment of people experie...
Awareness Technology Mental Health Bias Humans Artificial Intelligence
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