Combining biomarkers to optimize patient treatment recommendations

Genetic Optimization Using Derivatives: ThergenoudPackage forR

(2015) Walter R. Mebane et al.   Journal of Statistical Software

Measuring the Performance of Markers for Guiding Treatment Decisions

(2013) Holly Janes et al.   ANNALS OF INTERNAL MEDICINE

A Framework for Evaluating Markers Used to Select Patient Treatment

(2013) Holly Janes et al.   MEDICAL DECISION MAKING

A Robust Method for Estimating Optimal Treatment Regimes

(2012) Baqun Zhang et al.   BIOMETRICS

Estimating Individualized Treatment Rules Using Outcome Weighted Learning

(2012) Yingqi Zhao et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Performance guarantees for individualized treatment rules

(2011) Min Qian et al.   ANNALS OF STATISTICS

AUC-based biomarker ensemble with an application on gene scores predicting low bone mineral density

(2011) X. G. Zhao et al.   BIOINFORMATICS

Variable Selection for Qualitative Interactions in Personalized Medicine While Controlling the Family-Wise Error Rate

(2011) Lacey Gunter et al.   Journal of Biopharmaceutical Statistics

Variable selection for optimal treatment decision

(2011) Wenbin Lu et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Subgroup identification from randomized clinical trial data

(2011) Jared C. Foster et al.   STATISTICS IN MEDICINE

Analysis of randomized comparative clinical trial data for personalized treatment selections

(2010) T. Cai et al.   BIOSTATISTICS

A Generalized Estimator of the Attributable Benefit of an Optimal Treatment Regime

(2009) Jason Brinkley et al.   BIOMETRICS

Adjuvant chemotherapy and timing of tamoxifen in postmenopausal patients with endocrine-responsive, node-positive breast cancer: a phase 3, open-label, randomised controlled trial

(2009) Kathy S Albain et al.   LANCET

Prognostic and predictive value of the 21-gene recurrence score assay in postmenopausal women with node-positive, oestrogen-receptor-positive breast cancer on chemotherapy: a retrospective analysis of a randomised trial

(2009) Kathy S Albain et al.   LANCET ONCOLOGY

Variable selection for qualitative interactions

(2009) L. Gunter et al.   Statistical Methodology