Diagnosis of Human Psychological Disorders using Supervised Learning and Nature-Inspired Computing Techniques: A Meta-Analysis

Queuing search algorithm: A novel metaheuristic algorithm for solving engineering optimization problems

(2018) Jinhao Zhang et al.   APPLIED MATHEMATICAL MODELLING

Schizophrenic patient identification using graph-theoretic features of resting-state fMRI data

(2018) Rami F. Algunaid et al.   Biomedical Signal Processing and Control

Optimized cuttlefish algorithm for diagnosis of Parkinson’s disease

(2018) Deepak Gupta et al.   Cognitive Systems Research

Improved diagnosis of Parkinson's disease using optimized crow search algorithm

(2018) Deepak Gupta et al.   COMPUTERS & ELECTRICAL ENGINEERING

Emotional Stress State Detection Using Genetic Algorithm-Based Feature Selection on EEG Signals

(2018) Dongkoo Shon et al.   International Journal of Environmental Research and Public Health

Diagnosis of Parkinson’s disease using modified grey wolf optimization

(2018) Prerna Sharma et al.   Cognitive Systems Research

Clinical decision support system query optimizer using hybrid Firefly and controlled Genetic Algorithm

(2018) M. Sharma et al.   Journal of King Saud University-Computer and Information Sciences

SleepSense: A Noncontact and Cost-Effective Sleep Monitoring System

(2017) Feng Lin et al.   IEEE Transactions on Biomedical Circuits and Systems

Stark Assessment of Lifestyle Based Human Disorders Using Data Mining Based Learning Techniques

(2017) M. Sharma et al.   IRBM

Differences Between Schizophrenic and Normal Subjects Using Network Properties from fMRI

(2017) Youngoh Bae et al.   JOURNAL OF DIGITAL IMAGING

Diagnosis of Alzheimer’s Disease Based on Structural MRI Images Using a Regularized Extreme Learning Machine and PCA Features

(2017) Ramesh Kumar Lama et al.   Journal of Healthcare Engineering

National mental health survey of India 2015–2016

(2017) RSrinivasa Murthy   Indian Journal of Psychiatry

Identification of Attention Deficit/Hyperactivity Disorder in Children Using Multiple ERP Features

(2017) Wenjie Li et al.   Current Bioinformatics

Design of Technology and Technology of Design. Activity Analysis as a Resource for a Personalised Approach for Patients with Parkinson Disease

(2016) E. Lalo et al.   IRBM

Fusing Data Mining, Machine Learning and Traditional Statistics to Detect Biomarkers Associated with Depression

(2016) Joanna F. Dipnall et al.   PLoS One

The Ant Lion Optimizer

(2015) Seyedali Mirjalili   ADVANCES IN ENGINEERING SOFTWARE

Data mining EEG signals in depression for their diagnostic value

(2015) Mahdi Mohammadi et al.   BMC Medical Informatics and Decision Making

A review on feature selection in mobile malware detection

(2015) Ali Feizollah et al.   Digital Investigation

Moth-flame optimization algorithm: A novel nature-inspired heuristic paradigm

(2015) Seyedali Mirjalili   KNOWLEDGE-BASED SYSTEMS

Multi-Verse Optimizer: a nature-inspired algorithm for global optimization

(2015) Seyedali Mirjalili et al.   NEURAL COMPUTING & APPLICATIONS

Dragonfly algorithm: a new meta-heuristic optimization technique for solving single-objective, discrete, and multi-objective problems

(2015) Seyedali Mirjalili   NEURAL COMPUTING & APPLICATIONS

Mortality in Mental Disorders and Global Disease Burden Implications

(2015) Elizabeth Reisinger Walker et al.   JAMA Psychiatry

Grey Wolf Optimizer

(2014) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

A new hybrid intelligent system for accurate detection of Parkinson's disease

(2014) M. Hariharan et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

The global prevalence of common mental disorders: a systematic review and meta-analysis 1980–2013

(2014) Zachary Steel et al.   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

Predicting Progression of Alzheimer’s Disease Using Ordinal Regression

(2014) Orla M. Doyle et al.   PLoS One

Toward Effective Probiotics for Autism and Other Neurodevelopmental Disorders

(2013) Jack A. Gilbert et al.   CELL

A survey on feature selection methods

(2013) Girish Chandrashekar et al.   COMPUTERS & ELECTRICAL ENGINEERING

Multi-centre diagnostic classification of individual structural neuroimaging scans from patients with major depressive disorder

(2012) Benson Mwangi et al.   BRAIN

Classifying depression patients and normal subjects using machine learning techniques and nonlinear features from EEG signal

(2012) Behshad Hosseinifard et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Chronic insomnia

(2012) Charles M Morin et al.   LANCET

Improved Classification of Alzheimer's Disease Data via Removal of Nuisance Variability

(2012) Juha Koikkalainen et al.   PLoS One

Prevalence and Correlates of Bipolar Spectrum Disorder in the World Mental Health Survey Initiative

(2011) Kathleen R. Merikangas et al.   ARCHIVES OF GENERAL PSYCHIATRY

Pattern- and Network-Based Classification Techniques for Multichannel Medical Data Signals to Improve Brain Diagnosis

(2011) W. A. Chaovalitwongse et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS

Decision Support Algorithm for Diagnosis of ADHD Using Electroencephalograms

(2011) Berdakh Abibullaev et al.   JOURNAL OF MEDICAL SYSTEMS

Disease-relevant autoantibodies in first episode schizophrenia

(2010) Michael S. Zandi et al.   JOURNAL OF NEUROLOGY

Intrusive images in psychological disorders: Characteristics, neural mechanisms, and treatment implications.

(2010) Chris R. Brewin et al.   PSYCHOLOGICAL REVIEW

Recurrent hypersomnia: A review of 339 cases

(2010) Michel Billiard et al.   SLEEP MEDICINE REVIEWS

A novel clustering approach: Artificial Bee Colony (ABC) algorithm

(2009) Dervis Karaboga et al.   APPLIED SOFT COMPUTING

Predicting depression in rheumatoid arthritis: The signal importance of pain extent and fatigue, and comorbidity

(2009) Frederick Wolfe et al.   ARTHRITIS AND RHEUMATISM

Prevalence of mental disorders in primary care: results from the diagnosis and treatment of mental disorders in primary care study (DASMAP)

(2009) Antoni Serrano-Blanco et al.   SOCIAL PSYCHIATRY AND PSYCHIATRIC EPIDEMIOLOGY

Biogeography-Based Optimization

(2008) D. Simon   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Physical activity, exercise, depression and anxiety disorders

(2008) Andreas Ströhle   JOURNAL OF NEURAL TRANSMISSION

Glowworm swarm optimization for simultaneous capture of multiple local optima of multimodal functions

(2008) K. N. Krishnanand et al.   Swarm Intelligence