[HTML][HTML] A review of multivariate analyses in imaging genetics

J Liu, VD Calhoun - Frontiers in neuroinformatics, 2014 - frontiersin.org
Recent advances in neuroimaging technology and molecular genetics provide the unique
opportunity to investigate genetic influence on the variation of brain attributes. Since the year …

[HTML][HTML] Big data analysis using modern statistical and machine learning methods in medicine

C Yoo, L Ramirez, J Liuzzi - International neurourology journal, 2014 - ncbi.nlm.nih.gov
In this article we introduce modern statistical machine learning and bioinformatics
approaches that have been used in learning statistical relationships from big data in …

[图书][B] Stochastic geometry, spatial statistics and random fields

V Schmidt - 2014 - Springer
This volume is an attempt to provide a graduate level introduction to various aspects of
stochastic geometry, spatial statistics and random fields, with special emphasis placed on …

[HTML][HTML] Oxidative stress in susceptibility to breast cancer: study in Spanish population

P Rodrigues, G de Marco, J Furriol, ML Mansego… - BMC cancer, 2014 - Springer
Background Alterations in the redox balance are involved in the origin, promotion and
progression of cancer. Inter-individual differences in the oxidative stress regulation can …

[HTML][HTML] Cuckoo search epistasis: a new method for exploring significant genetic interactions

M Aflakparast, H Salimi, A Gerami, MP Dubé… - Heredity, 2014 - nature.com
The advent of high-throughput sequencing technology has resulted in the ability to measure
millions of single-nucleotide polymorphisms (SNPs) from thousands of individuals. Although …

Tissue inhibitor of matrix metalloproteinase-1 polymorphism, plasma TIMP-1 levels, and antihypertensive therapy responsiveness in hypertensive disorders of …

MR Luizon, ACT Palei, VC Sandrim… - The …, 2014 - nature.com
Tissue inhibitor of metalloproteinase (TIMP)-1 is a major endogenous inhibitor of matrix
metalloproteinase (MMP)-9, which may affect the responsiveness to therapy in hypertensive …

Hidden risk genes with high-order intragenic epistasis in Alzheimer's disease

J Sun, F Song, J Wang, G Han, Z Bai… - Journal of …, 2014 - content.iospress.com
Meta-analysis of data from genome-wide association studies (GWAS) of Alzheimer's disease
(AD) has confirmed the high risk of APOE and identified twenty other risk genes/loci with …

An associative classification based approach for detecting SNP-SNP interactions in high dimensional genome

S Uppu, A Krishna, RP Gopalan - 2014 IEEE International …, 2014 - ieeexplore.ieee.org
There have been many studies that depict genotype-phenotype relationships by identifying
genetic variants associated with a specific disease. Researchers focus more attention on …

Análisis mediante inteligencia computacional de marcadores genéticos en pacientes colombianos con enfermedad de Alzheimer

EA Ospina Granados - 2014 - repositorio.unal.edu.co
Un objetivo principal de la genética humana es comprender la relación entre las
variaciones en las secuencias de ADN y la susceptibilidad a ciertas enfermedades. En este …