Psychiatry

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

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Visual mental imagery: A view from artificial intelligence.

This article investigates whether, and how, an artificial intelligence (AI) system can be said to us...

Feb 2018 29980282
High efficiency classification of children with autism spectrum disorder.

Autism spectrum disorder (ASD) is a wide-ranging collection of developmental diseases with varying s...

Feb 2018 29447214
Motor and psychosocial impact of robot-assisted gait training in a real-world rehabilitation setting: A pilot study.

In the last decade robotic devices have been applied in rehabilitation to overcome walking disabilit...

Feb 2018 29444172
Machine learning in autistic spectrum disorder behavioral research: A review and ways forward.

Autistic Spectrum Disorder (ASD) is a mental disorder that retards acquisition of linguistic, commun...

Feb 2018 29436887
A YinYang bipolar fuzzy cognitive TOPSIS method to bipolar disorder diagnosis.

BACKGROUND AND OBJECTIVE: Bipolar disorder is often mis-diagnosed as unipolar depression in the clin...

Feb 2018 29544775
Identifying neuropsychiatric disorders using unsupervised clustering methods: Data and code.

This article provides data for five different neuropsychiatric disorders-Attention Deficit Hyperacti...

Feb 2018 30627610
GWAS-based machine learning approach to predict duloxetine response in major depressive disorder.

Major depressive disorder (MDD) is one of the most prevalent psychiatric disorders and is commonly t...

Feb 2018 29407288
Predicting suicidal ideation in primary care: An approach to identify easily assessable key variables.

OBJECTIVE: To obtain predictors of suicidal ideation, which can also be used for an indirect assessm...

Feb 2018 29428582
Functional Categorization of Disease Genes Based on Spectral Graph Theory and Integrated Biological Knowledge.

Interaction of multiple genetic variants is a major challenge in the development of effective treatm...

Jan 2018 29383566
Machine Learning Approaches for Clinical Psychology and Psychiatry.

Machine learning approaches for clinical psychology and psychiatry explicitly focus on learning stat...

Jan 2018 29401044
A Biologically Inspired Approach to Frequency Domain Feature Extraction for EEG Classification.

Classification of electroencephalogram (EEG) signal is important in mental decoding for brain-comput...

Jan 2018 29796060
Music Intervention Leads to Increased Insular Connectivity and Improved Clinical Symptoms in Schizophrenia.

Schizophrenia is a syndrome that is typically accompanied by delusions and hallucinations that might...

Jan 2018 29410607
Hydrogen-rich water for improvements of mood, anxiety, and autonomic nerve function in daily life.

Health and a vibrant life are sought by everyone. To improve quality of life (QOL), maintain a healt...

Jan 2018 29497485
The Early Psychosis Screener (EPS): Quantitative validation against the SIPS using machine learning.

Machine learning techniques were used to identify highly informative early psychosis self-report ite...

Jan 2018 29358019
Prediction of activation patterns preceding hallucinations in patients with schizophrenia using machine learning with structured sparsity.

Despite significant progress in the field, the detection of fMRI signal changes during hallucinatory...

Jan 2018 29341341
A Machine Learning Approach to Identifying Placebo Responders in Late-Life Depression Trials.

OBJECTIVE: Despite efforts to identify characteristics associated with medication-placebo difference...

Jan 2018 29398354
Real-time estimation of lesion depth and control of radiofrequency ablation within ex vivo animal tissues using a neural network.

BACKGROUND: Radiofrequency ablation (RFA), a method of inducing thermal ablation (cell death), is of...

Jan 2018 29301446
AutismKB 2.0: a knowledgebase for the genetic evidence of autism spectrum disorder.

Autism spectrum disorder (ASD) is a complex neurodevelopmental disorder with strong genetic contribu...

Jan 2018 30339214
Differential effects of childhood neglect and abuse during sensitive exposure periods on male and female hippocampus.

The hippocampus is a highly stress susceptible structure and hippocampal abnormalities have been rep...

Dec 2017 29288867
Jobelyn attenuates inflammatory responses and neurobehavioural deficits associated with complete Freund-adjuvant-induced arthritis in mice.

Rheumatoid arthritis (RA) is a chronic inflammatory disease that affects the physical and psychosoci...

Dec 2017 29288974
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