A deep learning framework with an embedded-based feature selection approach for the early detection of the Alzheimer's disease

Diagnostic Classification and Biomarker Identification of Alzheimer’s Disease with Random Forest Algorithm

(2021) Minseok Song et al.   Brain Sciences

Identification of Methylated Gene Biomarkers in Patients with Alzheimer’s Disease Based on Machine Learning

(2020) Jianting Ren et al.   Biomed Research International

Early diagnosis of Alzheimer's dementia with the artificial intelligence‐based Integrated Cognitive Assessment

(2020) Mohammad Hadi Modarres et al.   Alzheimers & Dementia

A Community-Based Study Identifying Metabolic Biomarkers of Mild Cognitive Impairment and Alzheimer’s Disease Using Artificial Intelligence and Machine Learning

(2020) Ali Yilmaz et al.   JOURNAL OF ALZHEIMERS DISEASE

Artificial Intelligence, Speech, and Language Processing Approaches to Monitoring Alzheimer’s Disease: A Systematic Review

(2020) Sofia de la Fuente Garcia et al.   JOURNAL OF ALZHEIMERS DISEASE

Big data analytics for preventive medicine

(2019) Muhammad Imran Razzak et al.   NEURAL COMPUTING & APPLICATIONS

Benchmark for filter methods for feature selection in high-dimensional classification data

(2019) Andrea Bommert et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Information gain directed genetic algorithm wrapper feature selection for credit rating

(2018) Swati Jadhav et al.   APPLIED SOFT COMPUTING

MRI Characterizes the Progressive Course of AD and Predicts Conversion to Alzheimer’s Dementia 24 Months Before Probable Diagnosis

(2018) Christian Salvatore et al.   Frontiers in Aging Neuroscience

Machine learning-based identification of genetic interactions from heterogeneous gene expression profiles

(2018) Chihyun Park et al.   PLoS One

The role of DNA methylation in epigenetics of aging

(2018) Archana Unnikrishnan et al.   PHARMACOLOGY & THERAPEUTICS

Feature selection and classification of leukocytes using random forest

(2014) Mukesh Saraswat et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Excess mortality from mental, neurological and substance use disorders in the Global Burden of Disease Study 2010

(2014) F. J. Charlson et al.   Epidemiology and Psychiatric Sciences

A review of feature selection methods based on mutual information

(2013) Jorge R. Vergara et al.   NEURAL COMPUTING & APPLICATIONS

Hippocampus in health and disease: An overview

(2012) Vikas Dhikav et al.   Annals of Indian Academy of Neurology

Tissue-based Alzheimer gene expression markers–comparison of multiple machine learning approaches and investigation of redundancy in small biomarker sets

(2012) Lena Scheubert et al.   BMC BIOINFORMATICS

Early diagnosis of Alzheimer’s disease based on Partial Least Squares and Support Vector Machine

(2012) F. Segovia et al.   EXPERT SYSTEMS WITH APPLICATIONS

Complete pipeline for Infinium® Human Methylation 450K BeadChip data processing using subset quantile normalization for accurate DNA methylation estimation

(2012) Nizar Touleimat et al.   Epigenomics

Current and future treatments for Alzheimer’s disease

(2012) Konstantina G. Yiannopoulou et al.   Therapeutic Advances in Neurological Disorders