Psychiatry

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

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A First Step towards a Clinical Decision Support System for Post-traumatic Stress Disorders.

PTSD is distressful and debilitating, following a non-remitting course in about 10% to 20% of trauma...

Feb 2017 28269880
Association between abnormal brain functional connectivity in children and psychopathology: A study based on graph theory and machine learning.

OBJECTIVES: One of the major challenges facing psychiatry is how to incorporate biological measures ...

Feb 2017 28635541
Improving therapeutic outcomes in autism spectrum disorders: Enhancing social communication and sensory processing through the use of interactive robots.

For children with autism spectrum disorders (ASDs), social robots are increasingly utilized as thera...

Feb 2017 28213292
Deep dreaming, aberrant salience and psychosis: Connecting the dots by artificial neural networks.

Why some individuals, when presented with unstructured sensory inputs, develop altered perceptions n...

Jan 2017 28130003
Effectiveness of Electroconvulsive Therapy Augmentation on Clozapine-Resistant Schizophrenia.

OBJECTIVE: This retrospective case series study of the effectiveness of electroconvulsive therapy (E...

Dec 2016 28096876
Cortico-Striatal-Thalamic Loop Circuits of the Salience Network: A Central Pathway in Psychiatric Disease and Treatment.

The salience network (SN) plays a central role in cognitive control by integrating sensory input to ...

Dec 2016 28082874
Development of a Machine Learning Algorithm for the Surveillance of Autism Spectrum Disorder.

The Autism and Developmental Disabilities Monitoring (ADDM) Network conducts population-based survei...

Dec 2016 28002438
Using deep belief network modelling to characterize differences in brain morphometry in schizophrenia.

Neuroimaging-based models contribute to increasing our understanding of schizophrenia pathophysiolog...

Dec 2016 27941946
Predictive diagnosis of major depression using NMR-based metabolomics and least-squares support vector machine.

BACKGROUND: Major depressive (MD) disorder is a serious psychiatric disorder that can result in suic...

Dec 2016 27931880
Using clinical information to make individualized prognostic predictions in people at ultra high risk for psychosis.

Recent studies have reported an association between psychopathology and subsequent clinical and func...

Dec 2016 27923525
MoSe Nanolabels for Electrochemical Immunoassays.

There is huge interest in biosensors as a result of the demand for personalized medicine. In biomole...

Nov 2016 28193031
Quantifying Risk for Anxiety Disorders in Preschool Children: A Machine Learning Approach.

Early childhood anxiety disorders are common, impairing, and predictive of anxiety and mood disorder...

Nov 2016 27880812
Detection of Mild Traumatic Brain Injury by Machine Learning Classification Using Resting State Functional Network Connectivity and Fractional Anisotropy.

Traumatic brain injury (TBI) may adversely affect a person's thinking, memory, personality, and beha...

Nov 2016 27676221
Anesthetic approaches in carotid body tumor surgery.

OBJECTIVE: Carotid body tumors (CBT) are benign tumors that originate from neural non-chromaffin cel...

Nov 2016 28058395
Determining Fuzzy Membership for Sentiment Classification: A Three-Layer Sentiment Propagation Model.

Enormous quantities of review documents exist in forums, blogs, twitter accounts, and shopping web s...

Nov 2016 27846225
EEG and fMRI agree: Mental arithmetic is the easiest form of imagery to detect.

fMRI and EEG during mental imagery provide alternative methods of detecting awareness in patients wi...

Nov 2016 27855346
A Machine Learning Approach to Identifying the Thought Markers of Suicidal Subjects: A Prospective Multicenter Trial.

Death by suicide demonstrates profound personal suffering and societal failure. While basic sciences...

Nov 2016 27813129
Precuneus functioning differentiates first-episode psychosis patients during the fantasy movie Alice in Wonderland.

BACKGROUND: While group-level functional alterations have been identified in many brain regions of p...

Oct 2016 27776563
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