Psychiatry

Latest AI and machine learning research in psychiatry for healthcare professionals.

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Deep learning for neuroimaging-based diagnosis and rehabilitation of Autism Spectrum Disorder: A review.

Accurate diagnosis of Autism Spectrum Disorder (ASD) followed by effective rehabilitation is essenti...

Oct 2021 34737139
Differential power of placebo across major psychiatric disorders: a preliminary meta-analysis and machine learning study.

The placebo effect across psychiatric disorders is still not well understood. In the present study, ...

Oct 2021 34716400
Using deep learning to classify pediatric posttraumatic stress disorder at the individual level.

BACKGROUND: Children exposed to natural disasters are vulnerable to developing posttraumatic stress ...

Oct 2021 34711200
Enriching Human-Robot Interaction with Mobile App in Interventions of Children with Autism Spectrum Disorder.

: Autism spectrum disorder (ASD) is a group of complex lifelong neurodevelopmental disorders, charac...

Oct 2021 34699714
Color painting predicts clinical symptoms in chronic schizophrenia patients via deep learning.

BACKGROUND: Individuals with psychiatric disorders perceive the world differently. Previous studies ...

Oct 2021 34686178
Model Construction of Using Physiological Signals to Detect Mental Health Status.

BACKGROUND: Mental health is a direct indicator of human mental activity, and it also affects all as...

Oct 2021 35198130
Prediction of Readmission in Geriatric Patients From Clinical Notes: Retrospective Text Mining Study.

BACKGROUND: Prior literature suggests that psychosocial factors adversely impact health and health c...

Oct 2021 34665149
Natural language processing for cognitive therapy: Extracting schemas from thought records.

The cognitive approach to psychotherapy aims to change patients' maladaptive schemas, that is, overl...

Oct 2021 34662350
Robotic-Based Well-Being Monitoring and Coaching System for the Elderly in Their Daily Activities.

The increasingly ageing population and the tendency to live alone have led science and engineering r...

Oct 2021 34696078
An Inclusive Early Childhood Intervention Program for Children With Disabilities: Possible Effects on Children and Nursery Teachers.

Inclusive early childhood intervention provides opportunities for children with disabilities to rece...

Oct 2021 36188849
Chatbot-Delivered Psychotherapy for Adults With Depressive and Anxiety Symptoms: A Systematic Review and Meta-Regression.

Although psychotherapy is a well-established treatment for depression and anxiety, chatbot-delivered...

Oct 2021 35227408
Machine learning in the prediction of depression treatment outcomes: a systematic review and meta-analysis.

BACKGROUND: Multiple treatments are effective for major depressive disorder (MDD), but the outcomes ...

Oct 2021 35575607
Designing Acceptable Robots for Assisting Older Adults: A Pilot Study on the Willingness to Interact.

The aim of this paper was to explore the psychosocial determinants that lead to acceptability and wi...

Oct 2021 34682433
Perception of yips among professional Japanese golfers: perspectives from a network modelled approach.

'Yips' in golf is a complex spectrum of anxiety and movement-disorder that affects competitive sport...

Oct 2021 34635697
Causal pathways to social and occupational functioning in the first episode of schizophrenia: uncovering unmet treatment needs.

BACKGROUND: We aimed to identify unmet treatment needs for improving social and occupational functio...

Oct 2021 37310333
Prediction of anxiety disorders using a feature ensemble based bayesian neural network.

Anxiety disorders are common among youth, posing risks to physical and mental health development. Ea...

Oct 2021 34628061
Risk factor assessments of temporomandibular disorders via machine learning.

This study aimed to use artificial intelligence to determine whether biological and psychosocial fac...

Oct 2021 34611188
Artificial neural network and decision tree models of post-stroke depression at 3 months after stroke in patients with BMI ≥ 24.

OBJECTIVE: Previous studies have shown that excess weight (including obesity and overweight) can inc...

Oct 2021 34624525
Potential Fault Diagnosis Method and Classification Accuracy Detection of IGBT Device Based on Improved Single Hidden Layer Feedforward Neural Network.

Insulated Gate Bipolar Transistor (IGBT) is a high-power switch in the field of power electronics. I...

Sep 2021 34630549
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