2012
An Adaptive Feature Selection Method for Microarray Data Analysis
Cheng J, Greshock J, Shi L, Painter J, Lin X, Lee K, Zheng S, Wooster R, Pusztai L, Menius A. An Adaptive Feature Selection Method for Microarray Data Analysis. 2012, 1-6. DOI: 10.1109/bibm.2012.6392686.Peer-Reviewed Original ResearchPair of statisticsSelection methodFeature selection methodMicroarray data analysisAdaptive feature selection methodArray data analysisFeature selectionData analysisPredictive modelingImportant research topicInformative featuresSuperior classification performanceModelFilteringStatisticsModelingResearch topic
2010
Effect of training-sample size and classification difficulty on the accuracy of genomic predictors
Popovici V, Chen W, Gallas B, Hatzis C, Shi W, Samuelson FW, Nikolsky Y, Tsyganova M, Ishkin A, Nikolskaya T, Hess KR, Valero V, Booser D, Delorenzi M, Hortobagyi GN, Shi L, Symmans WF, Pusztai L. Effect of training-sample size and classification difficulty on the accuracy of genomic predictors. Breast Cancer Research 2010, 12: r5. PMID: 20064235, PMCID: PMC2880423, DOI: 10.1186/bcr2468.Peer-Reviewed Original Research