Scaling tree-based automated machine learning to biomedical big data with a feature set selector

Statistical Inference Relief (STIR) feature selection

(2018) Trang T Le et al.   BIOINFORMATICS

Identification and replication of RNA-Seq gene network modules associated with depression severity

(2018) Trang T. Le et al.   Translational Psychiatry

Distribution of Caskin1 protein and phenotypic characterization of its knockout mice using a comprehensive behavioral test battery

(2018) Tayo Katano et al.   Molecular Brain

Short-Term Load Forecasting Using EMD-LSTM Neural Networks with a Xgboost Algorithm for Feature Importance Evaluation

(2017) Huiting Zheng et al.   Energies

PMLB: a large benchmark suite for machine learning evaluation and comparison

(2017) Randal S. Olson et al.   BioData Mining

High-Coverage Whole-Exome Sequencing Identifies Candidate Genes for Suicide in Victims with Major Depressive Disorder

(2017) Dóra Tombácz et al.   Scientific Reports

An interaction quantitative trait loci tool implicates epistatic functional variants in an apoptosis pathway in smallpox vaccine eQTL data

(2016) C A Lareau et al.   GENES AND IMMUNITY

Differential co-expression network centrality and machine learning feature selection for identifying susceptibility hubs in networks with scale-free structure

(2015) Caleb A Lareau et al.   BioData Mining

Genetic Studies of Major Depressive Disorder: Why Are There No Genome-wide Association Study Findings and What Can We Do About It?

(2014) Douglas F. Levinson et al.   BIOLOGICAL PSYCHIATRY

Type I interferon signaling genes in recurrent major depression: increased expression detected by whole-blood RNA sequencing

(2013) S Mostafavi et al.   MOLECULAR PSYCHIATRY

Variations in FKBP5 and BDNF genes are suggestively associated with depression in a Swedish population-based cohort

(2010) Catharina Lavebratt et al.   JOURNAL OF AFFECTIVE DISORDERS

A Molecular Signature of Depression in the Amygdala

(2009) Etienne Sibille et al.   AMERICAN JOURNAL OF PSYCHIATRY

Modulation of glucocorticoid receptor nuclear translocation in neurons by immunophilins FKBP51 and FKBP52: Implications for major depressive disorder

(2009) Erick T. Tatro et al.   BRAIN RESEARCH