AIMC Topic: Anxiety

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Chatbot-Delivered Psychotherapy for Adults With Depressive and Anxiety Symptoms: A Systematic Review and Meta-Regression.

Behavior therapy Oct 12, 2021
Although psychotherapy is a well-established treatment for depression and anxiety, chatbot-delivered psychotherapy is an emerging field that has yet to be explored in depth. This review aims to (a) examine the effectiveness of chatbot-delivered psych...
Anxiety Anxiety Disorders Depression Psychotherapy Humans Software Adult
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The effects of a sleep robot intervention on sleep, depression and anxiety in adults with insomnia - Study protocol of a randomized waitlist-controlled trial.

Contemporary clinical trials Oct 2, 2021
Insomnia is a common sleep disorder characterized by difficulties initiating sleep, maintaining sleep and/or early-morning awakenings. Hyperarousal is a common causal and maintaining factor in insomnia models. Different techniques to decrease arousal...
Humans Randomized Controlled Trials as Topic Robotics Sleep Sleep Initiation and Maintenance Disorders Adult Anxiety Depression Treatment Outcome
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Dementia care, robot pets, and aliefs.

Bioethics Sep 13, 2021
Studies have shown that using robot pets in dementia care contributes to a reduction in loneliness and anxiety, and other benefits. Studies also show that, even when people know they are dealing with robots, they often treat the robot as though it is...
Dementia Robotics Loneliness Humans Adult Anxiety
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Predicting pediatric anxiety from the temporal pole using neural responses to emotional faces.

Scientific reports Aug 18, 2021
A prominent cognitive aspect of anxiety is dysregulation of emotional interpretation of facial expressions, associated with neural activity from the amygdala and prefrontal cortex. We report machine learning analysis of fMRI results supporting a key ...
Facial Recognition Amygdala Magnetic Resonance Imaging Emotions Models, Neurological Facial Expression Prefrontal Cortex Child Longitudinal Studies Humans Machine Learning Female Male Anxiety
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Natural Language Processing Insight into LGBTQ+ Youth Mental Health During the COVID-19 Pandemic: Longitudinal Content Analysis of Anxiety-Provoking Topics and Trends in Emotion in LGBTeens Microcommunity Subreddit.

JMIR public health and surveillance Aug 17, 2021
BACKGROUND: Widespread fear surrounding COVID-19, coupled with physical and social distancing orders, has caused severe adverse mental health outcomes. Little is known, however, about how the COVID-19 crisis has impacted LGBTQ+ youth, who disproporti...
Sexual and Gender Minorities Emotions Social Media Natural Language Processing Anxiety Adolescent Longitudinal Studies Humans Pandemics COVID-19 Female Male
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Deep graph neural network-based prediction of acute suicidal ideation in young adults.

Scientific reports Aug 4, 2021
Precise remote evaluation of both suicide risk and psychiatric disorders is critical for suicide prevention as well as for psychiatric well-being. Using questionnaires is an alternative to labor-intensive diagnostic interviews in a large general popu...
Prognosis Republic of Korea Female Risk Factors Humans Neural Networks, Computer Mental Disorders Depression Resilience, Psychological Surveys and Questionnaires Adolescent Male Suicidal Ideation Young Adult Anxiety Adult Area Under Curve Suicide, Attempted Self Concept Sensitivity and Specificity Psychiatric Status Rating Scales
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Effectiveness of robot therapy in the management of behavioural and psychological symptoms for individuals with dementia: A systematic review and meta-analysis.

Journal of psychiatric research Jun 5, 2021
Robot therapy presents a promising alternative in dementia care. However, its effectiveness has not been verified comprehensively. This systematic review and meta-analysis aim at evaluating the effectiveness of robot therapy in the management of beha...
Robotics Anxiety Depression Dementia Humans Quality of Life
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Predicting anxiety in cancer survivors presenting to primary care - A machine learning approach accounting for physical comorbidity.

Cancer medicine Jun 2, 2021
BACKGROUND: The purpose of this study was to explore predictors for anxiety as the most common form of psychological distress in cancer survivors while accounting for physical comorbidity.
Breast Neoplasms Male Middle Aged Anxiety Comorbidity Stress, Psychological Primary Health Care Humans Female Aged Cancer Pain Colonic Neoplasms Regression Analysis Cancer Survivors Supervised Machine Learning Predictive Value of Tests Muscle Weakness Sleep Initiation and Maintenance Disorders Prostatic Neoplasms Fatigue
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Predicting the 9-year course of mood and anxiety disorders with automated machine learning: A comparison between auto-sklearn, naïve Bayes classifier, and traditional logistic regression.

Psychiatry research Feb 24, 2021
BACKGROUND: Predicting the onset and course of mood and anxiety disorders is of clinical importance but remains difficult. We compared the predictive performances of traditional logistic regression, basic probabilistic machine learning (ML) methods, ...
Humans Logistic Models Machine Learning Bayes Theorem Female Adult Anxiety Anxiety Disorders
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Effect of Social Anxiety on the Adoption of Robotic Training Partner.

Cyberpsychology, behavior and social networking Nov 12, 2020
With the development of artificial intelligence technologies, robotic training partner is becoming a reality, which is a substitute for human training partner. Socially anxious individuals feel uncomfortable in front of unfamiliar people or when bein...
Interpersonal Relations Emotions Humans Robotics Young Adult Artificial Intelligence Fear Adult Female Male Anxiety
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