All Stories

  1. Ensemble survival trees for identifying subpopulations in personalized medicine

    Article • Biometrical Journal, April 2016, Wiley

    Dr James J Chen

  2. Subgroup identification for treatment selection in biomarker adaptive design

    Article • BMC Medical Research Methodology, December 2015, Springer Science + Business Media

    Dr James J Chen

  3. Predictive biomarkers for treatment selection: statistical considerations

    Article • Biomarkers in Medicine, November 2015, Future Medicine

    Dr James J Chen

  4. Identification of drug-induced toxicity biomarkers for treatment determination

    Article • Pharmaceutical Statistics, April 2015, Wiley

    Dr James J Chen

  5. A Composite Model for Subgroup Identification and Prediction via Bicluster Analysis

    Article • PLoS ONE, October 2014, PLOS

    Dr James J Chen

  6. Topic modeling for cluster analysis of large biological and medical datasets

    Article • BMC Bioinformatics, January 2014, Springer Science + Business Media

    Dr James J Chen

  7. MAVTgsa: An R Package for Gene Set (Enrichment) Analysis

    Article • BioMed Research International, January 2014, Hindawi Publishing Corporation

    Dr James J Chen

  8. Identification of Bicluster Regions in a Binary Matrix and Its Applications

    Article • PLoS ONE, August 2013, PLOS

    Dr James J Chen

  9. Pharmacogenomic biomarkers for personalized medicine

    Article • Pharmacogenomics, June 2013, Future Medicine

    Dr James J Chen

  10. Data Mining for Signal Detection of Adverse Event Safety Data

    Article • Journal of Biopharmaceutical Statistics, January 2013, Taylor & Francis

    Dr James J Chen

  11. Data mining tools for Salmonella characterization: application to gel-based fingerprinting analysis

    Article • BMC Bioinformatics, January 2013, Springer Science + Business Media

    Dr James J Chen

  12. Identification of reproducible gene expression signatures in lung adenocarcinoma

    Article • BMC Bioinformatics, January 2013, Springer Science + Business Media

    Dr James J Chen

  13. Class-imbalanced classifiers for high-dimensional data

    Article • Briefings in Bioinformatics, March 2012, Oxford University Press (OUP)

    Dr James J Chen

  14. Assessment of performance of survival prediction models for cancer prognosis

    Article • BMC Medical Research Methodology, January 2012, Springer Science + Business Media

    Dr James J Chen

  15. Biomarker classifiers for identifying susceptible subpopulations for treatment decisions

    Article • Pharmacogenomics, January 2012, Future Medicine

    Dr James J Chen

  16. Identification and Categorization of Liver Toxicity Markers Induced by a Related Pair of Drugs

    Article • International Journal of Molecular Sciences, July 2011, MDPI AG

    Dr James J Chen

  17. Power and sample size estimation in microarray studies

    Article • BMC Bioinformatics, January 2010, Springer Science + Business Media

    Dr James J Chen

  18. Multivariate analysis of variance test for gene set analysis

    Article • Bioinformatics, March 2009, Oxford University Press (OUP)

    Dr James J Chen