Improving predictive models for Alzheimer’s disease using GWAS data by incorporating misclassified samples modeling

Machine Learning SNP Based Prediction for Precision Medicine

(2019) Daniel Sik Wai Ho et al.   Frontiers in Genetics

Polygenic impact of common genetic risk loci for Alzheimer’s disease on cerebral blood flow in young individuals

(2019) Hannah L. Chandler et al.   Scientific Reports

Alzheimer’s disease polygenic risk score as a predictor of conversion from mild-cognitive impairment

(2019) Sultan Chaudhury et al.   Translational Psychiatry

Polygenic risk score of sporadic late-onset Alzheimer's disease reveals a shared architecture with the familial and early-onset forms

(2018) Carlos Cruchaga et al.   Alzheimers & Dementia

Re-assessment of multiple testing strategies for more efficient genome-wide association studies

(2018) Takahiro Otani et al.   EUROPEAN JOURNAL OF HUMAN GENETICS

Machine Learning on a Genome-wide Association Study to Predict Late Genitourinary Toxicity After Prostate Radiation Therapy

(2018) Sangkyu Lee et al.   INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

GWAS-based machine learning approach to predict duloxetine response in major depressive disorder

(2018) Malgorzata Maciukiewicz et al.   JOURNAL OF PSYCHIATRIC RESEARCH

Polygenic risk score in postmortem diagnosed sporadic early-onset Alzheimer's disease

(2018) Sultan Chaudhury et al.   NEUROBIOLOGY OF AGING

The road to restoring neural circuits for the treatment of Alzheimer's disease

(2016) Rebecca G. Canter et al.   NATURE

Bioinformatics Mining and Modeling Methods for the Identification of Disease Mechanisms in Neurodegenerative Disorders

(2015) Martin Hofmann-Apitius et al.   INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES

Large Sample Size, Wide Variant Spectrum, and Advanced Machine-Learning Technique Boost Risk Prediction for Inflammatory Bowel Disease

(2013) Zhi Wei et al.   AMERICAN JOURNAL OF HUMAN GENETICS

A survey on feature selection methods

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

Novel logistic regression models to aid the diagnosis of dementia

(2011) Thomas Mazzocco et al.   EXPERT SYSTEMS WITH APPLICATIONS

The GA and the GWAS: Using Genetic Algorithms to Search for Multilocus Associations

(2011) M. A. Mooney et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

Genome-Wide Association of Familial Late-Onset Alzheimer's Disease Replicates BIN1 and CLU and Nominates CUGBP2 in Interaction with APOE

(2011) Ellen M. Wijsman et al.   PLoS Genetics

Review Article: Genetics of Alzheimer Disease

(2010) Lynn M. Bekris et al.   JOURNAL OF GERIATRIC PSYCHIATRY AND NEUROLOGY

Late onset Alzheimer’s disease in older people

(2010) Ahmet Turan Isik   Clinical Interventions in Aging

INTERSNP: genome-wide interaction analysis guided by a priori information

(2009) C. Herold et al.   BIOINFORMATICS

Case-control association testing in the presence of unknown relationships

(2009) Yoonha Choi et al.   GENETIC EPIDEMIOLOGY

Genetic Aspects of Alzheimer Disease

(2009) Jennifer Williamson et al.   NEUROLOGIST