Psychiatry

Bipolar Disorder

Latest AI and machine learning research in bipolar disorder for healthcare professionals.

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Showing 988-1008 of 1,252 articles
Convolutional Neural Network Visualization for Identification of Risk Genes in Bipolar Disorder.

BACKGROUND: Bipolar disorder (BD) is a type of chronic emotional disorder with a complex genetic str...

Jan 2020 31782363
Changes in Functional Connectivity Predict Outcome of Repetitive Transcranial Magnetic Stimulation Treatment of Major Depressive Disorder.

Repetitive transcranial magnetic stimulation (rTMS) treatment of major depressive disorder (MDD) is ...

Dec 2019 30953441
Predicting post-experiment fatigue among healthy young adults: Random forest regression analysis.

The current study utilized a random forest regression analysis to predict post-experiment fatigue in...

Nov 2019 32038903
Borderline Personality Features in Inpatients with Bipolar Disorder: Impact on Course and Machine Learning Model Use to Predict Rapid Readmission.

BACKGROUND: Earlier research indicated that nearly 20% of patients diagnosed with either bipolar dis...

Jul 2019 31291208
Teaching Machines to Know Your Depressive State: On Physical Activity in Health and Major Depressive Disorder.

A less-invasive method for the diagnosis of the major depressive disorder can be useful for both the...

Jul 2019 31946654
Brain Age in Early Stages of Bipolar Disorders or Schizophrenia.

BACKGROUND: The greater presence of neurodevelopmental antecedants may differentiate schizophrenia f...

Jan 2019 29272464
Understanding Mood Disorders in Children.

Mood disorders include all types of depression and bipolar disorder, and mood disorders are sometime...

Jan 2019 31705498
Internet-Based Management for Depressive Disorder.

The advances in the Internet and related technologies may lead to changes in professional roles of p...

Jan 2019 31784968
Classifying Treated vs. Untreated MDD Adolescents from Anatomical Connectivity using Nonlinear SVM.

Identification of the treatment-related responders for adolescent Major Depressive Disorder (MDD) is...

Jul 2018 30440303
Anatomical Biomarkers for Adolescent Major Depressive Disorder from Diffusion Weighted Imaging using SVM Classifier.

Adolescent Major Depressive Disorder (MDD) is a common and serious mental illness that could lead to...

Jul 2018 30440968
Depression Severity Classification from Speech Emotion.

Major Depressive Disorder (MDD) is a common psychiatric illness. Automatically classifying depressio...

Jul 2018 30441645
A New Local Bipolar Autoassociative Memory Based on External Inputs of Discrete Recurrent Neural Networks With Time Delay.

In this paper, local bipolar auto-associative memories are presented based on discrete recurrent neu...

Nov 2017 27529878
Threshold of Dopamine D2/3 Receptor Occupancy for Hyperprolactinemia in Older Patients With Schizophrenia.

OBJECTIVE: Although hyperprolactinemia carries a long-term risk of morbidity, the threshold of dopam...

Dec 2016 28086010
Antiphospholipid Syndrome with Antiβ2glicoprotein-1 Antibodies as the Cause of Recurrent Tibial Vein Thrombosis in SAPHO syndrome.

The antiphospholipid antibody syndrome is defined by the presence of antiphospholipid antibodies in ...

Dec 2016 28128085
Simple, rapid and highly sensitive HPLC method for measurement of Lamotrigine in human plasma and its clinical applications.

Spikes in Lamotrigine concentrations levels and associated clinical toxicity may occur unpredictably...

Nov 2016 28412689
On Interestingness Measures for Mining Statistically Significant and Novel Clinical Associations from EMRs.

Association rule mining has received significant attention from both the data mining and machine lea...

Oct 2016 28736771
Anti-inflammatory Effect of Amitriptyline on Ulcerative Colitis in Normal and Reserpine-Induced Depressed Rats.

Depressive disorders are more common among persons with chronic diseases such as inflammatory bowel ...

Jan 2016 28228811
Effectiveness of Vitamin D Supplement Therapy in Chronic Stable Schizophrenic Male Patients: A Randomized Controlled Trial.

In this study, the aim was to determine whether adding vitamin D to the standard therapeutic regimen...

Jan 2016 28243293
Electroencephalographic markers of robot-aided therapy in stroke patients for the evaluation of upper limb rehabilitation.

Stroke is the leading cause of permanent disability in developed countries; its effects may include ...

Dec 2015 26317486
Using structural MRI to identify individuals at genetic risk for bipolar disorders: a 2-cohort, machine learning study.

BACKGROUND: Brain imaging is of limited diagnostic use in psychiatry owing to clinical heterogeneity...

Sep 2015 25853284
[Research on Early Identification of Bipolar Disorder Based on Multi-layer Perceptron Neural Network].

Multi-layer perceptron (MLP) neural network belongs to multi-layer feedforward neural network, and h...

Jun 2015 26485974
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