A Robust and Accurate Method for Feature Selection and Prioritization from Multi-Class OMICs Data

Feature Selection with theBorutaPackage

(2015) Miron B. Kursa et al.   Journal of Statistical Software

Robustness of Random Forest-based gene selection methods

(2014) Miron Bartosz Kursa   BMC BIOINFORMATICS

Intraindividual genome expression analysis reveals a specific molecular signature of psoriasis and eczema

(2014) M. Quaranta et al.   Science Translational Medicine

Strengths and limitations of microarray-based phenotype prediction: lessons learned from the IMPROVER Diagnostic Signature Challenge

(2013) Adi L. Tarca et al.   BIOINFORMATICS

The Cancer Genome Atlas Pan-Cancer analysis project

(2013) John N Weinstein et al.   NATURE GENETICS

The sva package for removing batch effects and other unwanted variation in high-throughput experiments

(2012) Jeffrey T. Leek et al.   BIOINFORMATICS

Expanding the Psoriasis Disease Profile: Interrogation of the Skin and Serum of Patients with Moderate-to-Severe Psoriasis

(2012) Mayte Suárez-Fariñas et al.   JOURNAL OF INVESTIGATIVE DERMATOLOGY

The Multitasking Organ: Recent Insights into Skin Immune Function

(2011) Paola Di Meglio et al.   IMMUNITY

Subclassification of Non-small Cell Lung Carcinomas Lacking Morphologic Differentiation on Biopsy Specimens

(2010) Sanjay Mukhopadhyay et al.   AMERICAN JOURNAL OF SURGICAL PATHOLOGY

Permutation importance: a corrected feature importance measure

(2010) André Altmann et al.   BIOINFORMATICS

Stable feature selection for biomarker discovery

(2010) Zengyou He et al.   COMPUTATIONAL BIOLOGY AND CHEMISTRY

Robust biomarker identification for cancer diagnosis with ensemble feature selection methods

(2009) Thomas Abeel et al.   BIOINFORMATICS

DFP: a Bioconductor package for fuzzy profile identification and gene reduction of microarray data

(2009) Daniel Glez-Peña et al.   BMC BIOINFORMATICS