Added predictive value of high-throughput molecular data to clinical data and its validation

Over-optimism in bioinformatics: an illustration

(2010) M. Jelizarow et al.   BIOINFORMATICS

High-Dimensional Cox Models: The Choice of Penalty as Part of the Model Building Process

(2010) Axel Benner et al.   BIOMETRICAL JOURNAL

Testing the additional predictive value of high-dimensional molecular data

(2010) Anne-Laure Boulesteix et al.   BMC BIOINFORMATICS

Testing the prediction error difference between 2 predictors

(2009) M. A. van de Wiel et al.   BIOSTATISTICS

Survival prediction from clinico-genomic models - a comparative study

(2009) Hege M Bøvelstad et al.   BMC BIOINFORMATICS

Optimal classifier selection and negative bias in error rate estimation: an empirical study on high-dimensional prediction

(2009) Anne-Laure Boulesteix et al.   BMC Medical Research Methodology

Stability and aggregation of ranked gene lists

(2009) A.-L. Boulesteix et al.   BRIEFINGS IN BIOINFORMATICS

Assessing the Performance of Prediction Models

(2009) Ewout W. Steyerberg et al.   EPIDEMIOLOGY

Expectations, validity, and reality in pharmacogenetics

(2009) Nita A. Limdi et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

A study of pre-validation

(2008) Holger Höfling et al.   Annals of Applied Statistics

An 86-probe-set gene-expression signature predicts survival in cytogenetically normal acute myeloid leukemia

(2008) K. H. Metzeler et al.   BLOOD

Allowing for mandatory covariates in boosting estimation of sparse high-dimensional survival models

(2008) Harald Binder et al.   BMC BIOINFORMATICS

Comparative optimism in models involving both classical clinical and gene expression information

(2008) Caroline Truntzer et al.   BMC BIOINFORMATICS

Statistical Issues in Translational Cancer Research

(2008) S. L. George   CLINICAL CANCER RESEARCH

Validation of Biomarker-Based Risk Prediction Models

(2008) J. M.G. Taylor et al.   CLINICAL CANCER RESEARCH

A three-gene expression signature model to predict clinical outcome of clear cell renal carcinoma

(2008) Masahiro Yao et al.   INTERNATIONAL JOURNAL OF CANCER