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Subcategories: Addictions Anxiety & Stress Bipolar Disorder Depression DSM-5 Eating Disorders Schizophrenia

Showing 3466-3486 of 5,977 articles

A support vector machine model provides an accurate transcript-level-based diagnostic for major depressive disorder.

Major depressive disorder (MDD) is a critical cause of morbidity and disability with an economic cos...

Oct 2016 27779627

Predicting early psychiatric readmission with natural language processing of narrative discharge summaries.

The ability to predict psychiatric readmission would facilitate the development of interventions to ...

Oct 2016 27754482

Individual prediction of long-term outcome in adolescents at ultra-high risk for psychosis: Applying machine learning techniques to brain imaging data.

An important focus of studies of individuals at ultra-high risk (UHR) for psychosis has been to iden...

Oct 2016 27699911

Artificial neural network EMG classifier for functional hand grasp movements prediction.

Objective To design and implement an electromyography (EMG)-based controller for a hand robotic assi...

Sep 2016 27677300

Novel Use of Natural Language Processing (NLP) to Predict Suicidal Ideation and Psychiatric Symptoms in a Text-Based Mental Health Intervention in Madrid.

Natural language processing (NLP) and machine learning were used to predict suicidal ideation and he...

Sep 2016 27752278

Predicting symptom severity in autism spectrum disorder based on cortical thickness measures in agglomerative data.

Machine learning approaches have been widely used for the identification of neuropathology from neur...

Sep 2016 27664827

Towards person-centered neuroimaging markers for resilience and vulnerability in Bipolar Disorder.

Improved clinical care for Bipolar Disorder (BD) relies on the identification of diagnostic markers ...

Sep 2016 27622393

Medical Waste Disposal Method Selection Based on a Hierarchical Decision Model with Intuitionistic Fuzzy Relations.

Although medical waste usually accounts for a small fraction of urban municipal waste, its proper di...

Sep 2016 27618082

Predicting Social Anxiety Treatment Outcome Based on Therapeutic Email Conversations.

Predicting therapeutic outcome in the mental health domain is of utmost importance to enable therapi...

Aug 2016 27542187

Problematic internet use (PIU): Associations with the impulsive-compulsive spectrum. An application of machine learning in psychiatry.

Problematic internet use is common, functionally impairing, and in need of further study. Its relati...

Aug 2016 27580487

Thought-Controlled Nanoscale Robots in a Living Host.

We report a new type of brain-machine interface enabling a human operator to control nanometer-size ...

Aug 2016 27525806

Support vector machine model of developmental brain gene expression data for prioritization of Autism risk gene candidates.

MOTIVATION: Autism spectrum disorders (ASD) are a group of neurodevelopmental disorders with clinica...

Aug 2016 27506227

Multiclass Classification for the Differential Diagnosis on the ADHD Subtypes Using Recursive Feature Elimination and Hierarchical Extreme Learning Machine: Structural MRI Study.

The classification of neuroimaging data for the diagnosis of certain brain diseases is one of the ma...

Aug 2016 27500640

Automated Assessment of Patients' Self-Narratives for Posttraumatic Stress Disorder Screening Using Natural Language Processing and Text Mining.

Patients' narratives about traumatic experiences and symptoms are useful in clinical screening and d...

Jul 2016 26358713

Accuracy of automated classification of major depressive disorder as a function of symptom severity.

BACKGROUND: Growing evidence documents the potential of machine learning for developing brain based ...

Jul 2016 27551669

Connectivity of the anterior insula differentiates participants with first-episode schizophrenia spectrum disorders from controls: a machine-learning study.

BACKGROUND: Early diagnosis of schizophrenia could improve the outcomes and limit the negative effec...

Jul 2016 27451917

Spectral feature extraction of EEG signals and pattern recognition during mental tasks of 2-D cursor movements for BCI using SVM and ANN.

Brain computer interface (BCI) is a new communication way between man and machine. It identifies men...

Jul 2016 27376723

Browse Categories

A support vector machine model provides an accurate transcript-level-based diagnostic for major depressive disorder.

Predicting early psychiatric readmission with natural language processing of narrative discharge summaries.

Individual prediction of long-term outcome in adolescents at ultra-high risk for psychosis: Applying machine learning techniques to brain imaging data.

Artificial neural network EMG classifier for functional hand grasp movements prediction.

Novel Use of Natural Language Processing (NLP) to Predict Suicidal Ideation and Psychiatric Symptoms in a Text-Based Mental Health Intervention in Madrid.

Predicting symptom severity in autism spectrum disorder based on cortical thickness measures in agglomerative data.

Towards person-centered neuroimaging markers for resilience and vulnerability in Bipolar Disorder.

Medical Waste Disposal Method Selection Based on a Hierarchical Decision Model with Intuitionistic Fuzzy Relations.

Predicting Social Anxiety Treatment Outcome Based on Therapeutic Email Conversations.

Problematic internet use (PIU): Associations with the impulsive-compulsive spectrum. An application of machine learning in psychiatry.

Thought-Controlled Nanoscale Robots in a Living Host.

Support vector machine model of developmental brain gene expression data for prioritization of Autism risk gene candidates.

Multiclass Classification for the Differential Diagnosis on the ADHD Subtypes Using Recursive Feature Elimination and Hierarchical Extreme Learning Machine: Structural MRI Study.

Automated Assessment of Patients' Self-Narratives for Posttraumatic Stress Disorder Screening Using Natural Language Processing and Text Mining.

Accuracy of automated classification of major depressive disorder as a function of symptom severity.

Connectivity of the anterior insula differentiates participants with first-episode schizophrenia spectrum disorders from controls: a machine-learning study.

Machine-learning-based diagnosis of schizophrenia using combined sensor-level and source-level EEG features.

Non-reward neural mechanisms in the orbitofrontal cortex.

Machine learning, statistical learning and the future of biological research in psychiatry.

Atypical Asymmetry for Processing Human and Robot Faces in Autism Revealed by fNIRS.

Spectral feature extraction of EEG signals and pattern recognition during mental tasks of 2-D cursor movements for BCI using SVM and ANN.

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