Data Mining Algorithms and Techniques in Mental Health: A Systematic Review

A Global Immune Deficit in Alzheimer's Disease and Mild Cognitive Impairment Disclosed by a Novel Data Mining Process

(2018) Maira Gironi et al.   JOURNAL OF ALZHEIMERS DISEASE

Unobtrusive Monitoring to Detect Depression for Elderly With Chronic Illnesses

(2017) Jung-Yoon Kim et al.   IEEE SENSORS JOURNAL

Machine learning techniques to discover genes with potential prognosis role in Alzheimer’s disease using different biological sources

(2017) María Martínez-Ballesteros et al.   Information Fusion

Researching Mental Health Disorders in the Era of Social Media: Systematic Review

(2017) Akkapon Wongkoblap et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

A Systematic Review of Techniques and Sources of Big Data in the Healthcare Sector

(2017) Susel Góngora Alonso et al.   JOURNAL OF MEDICAL SYSTEMS

Geriatric depression symptoms coexisting with cognitive decline: A comparison of classification methodologies

(2016) Ioanna-Maria Spyrou et al.   Biomedical Signal Processing and Control

EEG-based mild depressive detection using feature selection methods and classifiers

(2016) Xiaowei Li et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

An EEG-Based Fuzzy Probability Model for Early Diagnosis of Alzheimer’s Disease

(2016) Hsiu-Sen Chiang et al.   JOURNAL OF MEDICAL SYSTEMS

Multi-level assessment model for wellness service based on human mental stress level

(2016) Yuchae Jung et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Suicide detection in Chile: proposing a predictive model for suicide risk in a clinical sample of patients with mood disorders

(2016) Jorge Barros et al.   REVISTA BRASILEIRA DE PSIQUIATRIA

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

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

Data mining EEG signals in depression for their diagnostic value

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

Using linguistic and topic analysis to classify sub-groups of online depression communities

(2015) Thin Nguyen et al.   MULTIMEDIA TOOLS AND APPLICATIONS

CLASSIFICATION OF ALZHEIMER DISEASE BASED ON STRUCTURAL MAGNETIC RESONANCE IMAGING BY KERNEL SUPPORT VECTOR MACHINE DECISION TREE

(2014) Yudong Zhang et al.   Progress in Electromagnetics Research-PIER

An intelligent approach to discovering common symptoms among depressed patients

(2014) Yusra Ghafoor et al.   SOFT COMPUTING

Exploring the social determinants of mental health service use using intersectionality theory and CART analysis

(2013) John Cairney et al.   JOURNAL OF EPIDEMIOLOGY AND COMMUNITY HEALTH

Identifying phenotypic signatures of neuropsychiatric disorders from electronic medical records

(2013) Svetlana Lyalina et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

A Predictive Model for Assistive Technology Adoption for People With Dementia

(2013) Shuai Zhang et al.   IEEE Journal of Biomedical and Health Informatics

Optimizing Functional Network Representation of Multivariate Time Series

(2012) Massimiliano Zanin et al.   Scientific Reports

Data Mining in Healthcare and Biomedicine: A Survey of the Literature

(2011) Illhoi Yoo et al.   JOURNAL OF MEDICAL SYSTEMS

Efficient mining of association rules for the early diagnosis of Alzheimer's disease

(2011) R Chaves et al.   PHYSICS IN MEDICINE AND BIOLOGY

Data mining approaches for genome-wide association of mood disorders

(2011) Mehdi Pirooznia et al.   PSYCHIATRIC GENETICS

A Contextual Data Mining Approach Toward Assisting the Treatment of Anxiety Disorders

(2010) Theodor Chris Panagiotakopoulos et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

Automated detection of brain atrophy patterns based on MRI for the prediction of Alzheimer's disease

(2009) Claudia Plant et al.   NEUROIMAGE