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

Systematic identification of differential gene network to elucidate Alzheimer's disease

(2017) Chihyun Park et al.   EXPERT SYSTEMS WITH APPLICATIONS

Functional annotation of Alzheimer's disease associated loci revealed by GWASs

(2017) Zengpeng Han et al.   PLoS One

Network biology concepts in complex disease comorbidities

(2016) Jessica Xin Hu et al.   NATURE REVIEWS GENETICS

Genetic variants in Alzheimer disease — molecular and brain network approaches

(2016) Chris Gaiteri et al.   Nature Reviews Neurology

Assembly and Interrogation of Alzheimer’s Disease Genetic Networks Reveal Novel Regulators of Progression

(2015) Soline Aubry et al.   PLoS One

Genomic convergence and network analysis approach to identify candidate genes in Alzheimer's disease

(2014) Puneet Talwar et al.   BMC GENOMICS

A Proteome-Scale Map of the Human Interactome Network

(2014) Thomas Rolland et al.   CELL

Common dysregulation network in the human prefrontal cortex underlies two neurodegenerative diseases

(2014) M. Narayanan et al.   Molecular Systems Biology

Alzheimer’s Disease Genetics: From the Bench to the Clinic

(2014) Celeste M. Karch et al.   NEURON

Integrative Gene Network Construction to Analyze Cancer Recurrence Using Semi-Supervised Learning

(2014) Chihyun Park et al.   PLoS One

Integrated Systems Approach Identifies Genetic Nodes and Networks in Late-Onset Alzheimer’s Disease

(2013) Bin Zhang et al.   CELL

Comparison of Profile Similarity Measures for Genetic Interaction Networks

(2013) Raamesh Deshpande et al.   PLoS One

Machine learning approaches for the discovery of gene-gene interactions in disease data

(2012) R. Upstill-Goddard et al.   BRIEFINGS IN BIOINFORMATICS

Concerted Perturbation Observed in a Hub Network in Alzheimer’s Disease

(2012) Dapeng Liang et al.   PLoS One

Integrative gene network construction for predicting a set of complementary prostate cancer genes

(2011) Jaegyoon Ahn et al.   BIOINFORMATICS

Prioritizing candidate disease genes by network-based boosting of genome-wide association data

(2011) I. Lee et al.   GENOME RESEARCH

The IntAct molecular interaction database in 2012

(2011) S. Kerrien et al.   NUCLEIC ACIDS RESEARCH

Genetic Control of Human Brain Transcript Expression in Alzheimer Disease

(2009) Jennifer A. Webster et al.   AMERICAN JOURNAL OF HUMAN GENETICS