An empirical assessment of validation practices for molecular classifiers

Prospective Comparison of Clinical and Genomic Multivariate Predictors of Response to Neoadjuvant Chemotherapy in Breast Cancer

(2010) J. K. Lee et al.   CLINICAL CANCER RESEARCH

Expectations, validity, and reality in gene expression profiling

(2010) Kyoungmi Kim et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Accurate prediction of repeat prostate biopsy outcomes by a mitochondrial DNA deletion assay

(2010) K Robinson et al.   PROSTATE CANCER AND PROSTATIC DISEASES

Reporting bias when using real data sets to analyze classification performance

(2009) M. R. Yousefi et al.   BIOINFORMATICS

Outcome prediction based on microarray analysis: a critical perspective on methods

(2009) Michalis Zervakis 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

Gene Expression Profiles in Peripheral Blood Mononuclear Cells Can Distinguish Patients with Non-Small Cell Lung Cancer from Patients with Nonmalignant Lung Disease

(2009) M. K. Showe et al.   CANCER RESEARCH

Overinterpretation of Clinical Applicability in Molecular Diagnostic Research

(2009) B. Lumbreras et al.   CLINICAL CHEMISTRY

Highly sensitive detection of melanoma based on serum proteomic profiling

(2009) Julie Caron et al.   JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY

Proteomic Expression Signature Distinguishes Cancerous and Nonmalignant Tissues in Hepatocellular Carcinoma

(2009) Nikki P. Lee et al.   JOURNAL OF PROTEOME RESEARCH

Identification of a unique urinary biomarker profile in patients with autosomal dominant polycystic kidney disease

(2009) Andreas D. Kistler et al.   KIDNEY INTERNATIONAL

Exonic expression profiling of breast cancer and benign lesions: a retrospective analysis

(2009) Fabrice André et al.   LANCET ONCOLOGY

A subtype of childhood acute lymphoblastic leukaemia with poor treatment outcome: a genome-wide classification study

(2009) Monique L Den Boer et al.   LANCET ONCOLOGY

Repeatability of published microarray gene expression analyses

(2009) John P A Ioannidis et al.   NATURE GENETICS

Mostly, your results matter to others

(2009)   NATURE GENETICS

Serum biomarkers of vascular cognitive impairment evaluated by bead-based proteomic technology

(2009) Liu Xi et al.   NEUROSCIENCE LETTERS

Multi-SNP pharmacogenomic classifier is superior to single-SNP models for predicting drug outcome in complex diseases

(2009) Slavé Petrovski et al.   Pharmacogenetics and Genomics

Discovery of the gene signature for acute lung injury in patients with sepsis

(2009) Judie A. Howrylak et al.   PHYSIOLOGICAL GENOMICS

An Eight-Gene Blood Expression Profile Predicts the Response to Infliximab in Rheumatoid Arthritis

(2009) Antonio Julià et al.   PLoS One

A multi-marker assay to distinguish malignant melanomas from benign nevi

(2009) M. Kashani-Sabet et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

A method for constructing a confidence bound for the actual error rate of a prediction rule in high dimensions

(2008) Kevin K. Dobbin   BIOSTATISTICS

Logical Analysis of Data (LAD) model for the early diagnosis of acute ischemic stroke

(2008) Anupama Reddy et al.   BMC Medical Informatics and Decision Making

Prediction of relapse in paediatric pre-B acute lymphoblastic leukaemia using a three-gene risk index

(2008) Katrin Hoffmann et al.   BRITISH JOURNAL OF HAEMATOLOGY

Does the 3-gene diagnostic assay accurately distinguish benign from malignant thyroid neoplasms?

(2008) Daniel Shibru et al.   CANCER

Validation of Biomarker-Based Risk Prediction Models

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

Diagnosis of gastric cancer using near-infrared Raman spectroscopy and classification and regression tree techniques

(2008) Seng Khoon Teh et al.   JOURNAL OF BIOMEDICAL OPTICS

Systematic Review of the Empirical Evidence of Study Publication Bias and Outcome Reporting Bias

(2008) Kerry Dwan et al.   PLoS One

Prediction of lymphatic metastasis based on gene expression profile analysis after brachytherapy for early-stage oral tongue carcinoma

(2008) Hiroshi Watanabe et al.   RADIOTHERAPY AND ONCOLOGY

Mitochondrial Genome Deletion Aids in the Identification of False- and True-Negative Prostate Needle Core Biopsy Specimens

(2007) Jennifer Maki et al.   AMERICAN JOURNAL OF CLINICAL PATHOLOGY