Psychiatry

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

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Classification of schizophrenia and normal controls using 3D convolutional neural network and outcome visualization.

BACKGROUND: The recent deep learning-based studies on the classification of schizophrenia (SCZ) usin...

Aug 2019 31395487
Validation of oxidative stress assay for schizophrenia.

Accumulating evidence implicates oxidative stress in a range of diseases, yet no objective measureme...

Aug 2019 31399268
Computer- and Robot-Assisted Therapies to Aid Social and Intellectual Functioning of Children with Autism Spectrum Disorder.

BACKGROUND AND OBJECTIVES: Children with autism spectrum disorder (ASD) experience challenges with s...

Aug 2019 31387274
Detection of major depressive disorder from linear and nonlinear heart rate variability features during mental task protocol.

BACKGROUND: Major depressive disorder (MDD) is one of the leading causes of disability; however, cur...

Aug 2019 31404718
Predicting death by suicide using administrative health care system data: Can feedforward neural network models improve upon logistic regression models?

BACKGROUND: Suicide is a leading cause of death worldwide. With the increasing volume of administrat...

Jul 2019 31394413
Identification of the gene signature reflecting schizophrenia's etiology by constructing artificial intelligence-based method of enhanced reproducibility.

AIMS: As one of the most fundamental questions in modern science, "what causes schizophrenia (SZ)" r...

Jul 2019 31350824
A difference degree test for comparing brain networks.

Recently, there has been a proliferation of methods investigating functional connectivity as a bioma...

Jul 2019 31350786
The utility of artificial intelligence in suicide risk prediction and the management of suicidal behaviors.

OBJECTIVE: Suicide is a growing public health concern with a global prevalence of approximately 800,...

Jul 2019 31347389
Use of Social Robots in Mental Health and Well-Being Research: Systematic Review.

BACKGROUND: Technology-assisted clinical interventions are increasingly common in the health care fi...

Jul 2019 31342908
From pattern classification to stratification: towards conceptualizing the heterogeneity of Autism Spectrum Disorder.

Pattern classification and stratification approaches have increasingly been used in research on Auti...

Jul 2019 31330196
Depression recognition using machine learning methods with different feature generation strategies.

The diagnosis of depression almost exclusively depends on doctor-patient communication and scale ana...

Jul 2019 31606115
Decomposition feature selection with applications in detecting correlated biomarkers of bipolar disorders.

Feature selection is an important initial step of exploratory analysis in biomedical studies. Its ma...

Jul 2019 31304613
Towards integrating personalized feedback research into clinical practice: Development of the Trier Treatment Navigator (TTN).

In this study, a computer-based feedback, decision and clinical problem-solving system for clinical ...

Jul 2019 31301550
Predicting mechanical restraint of psychiatric inpatients by applying machine learning on electronic health data.

OBJECTIVE: Mechanical restraint (MR) is used to prevent patients from harming themselves or others d...

Jul 2019 31209866
Identifying incident dementia by applying machine learning to a very large administrative claims dataset.

Alzheimer's disease and related dementias (ADRD) are highly prevalent conditions, and prior efforts ...

Jul 2019 31276468
Identifying depression in the National Health and Nutrition Examination Survey data using a deep learning algorithm.

BACKGROUND: As depression is the leading cause of disability worldwide, large-scale surveys have bee...

Jul 2019 31357159
Application of machine learning to structural connectome to predict symptom reduction in depressed adolescents with cognitive behavioral therapy (CBT).

PURPOSE: Adolescent major depressive disorder (MDD) is a highly prevalent, incapacitating and costly...

Jul 2019 31491813
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