Development and validation of a multivariate predictive model for rheumatoid arthritis mortality using a machine learning approach

Radiomic Analysis Reveals Prognostic Information in T1-Weighted Baseline Magnetic Resonance Imaging in Patients With Glioblastoma

(2017) Michael Ingrisch et al.   INVESTIGATIVE RADIOLOGY

The performance of the GAP model in patients with rheumatoid arthritis associated interstitial lung disease

(2017) Julie Morisset et al.   RESPIRATORY MEDICINE

Prediction of First Cardiovascular Disease Event in Type 1 Diabetes MellitusCLINICAL PERSPECTIVE

(2016) Dorte Vistisen et al.   CIRCULATION

Random Survival Forests for Predicting the Bed Occupancy in the Intensive Care Unit

(2016) Joeri Ruyssinck et al.   Computational and Mathematical Methods in Medicine

Multicenter Comparison of Machine Learning Methods and Conventional Regression for Predicting Clinical Deterioration on the Wards

(2016) Matthew M. Churpek et al.   CRITICAL CARE MEDICINE

Haralick textural features onT2-weighted MRI are associated with biochemical recurrence following radiotherapy for peripheral zone prostate cancer

(2016) Khémara Gnep et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

CD49d prevails over the novel recurrent mutations as independent prognosticator of overall survival in chronic lymphocytic leukemia

(2016) M Dal Bo et al.   LEUKEMIA

Influence of demographic and clinical factors on the mortality rate of a rheumatoid arthritis cohort: A 20-year survival study

(2016) Lydia Abasolo et al.   SEMINARS IN ARTHRITIS AND RHEUMATISM

Prednisone Use and Risk of Mortality in Patients With Rheumatoid Arthritis: Moderation by Use of Disease-Modifying Antirheumatic Drugs

(2016) Mary Chester Wasko et al.   ARTHRITIS CARE & RESEARCH

Development of a metabolites risk score for one-year mortality risk prediction in pancreatic adenocarcinoma patients

(2016) Andrea Fontana et al.   Oncotarget

Predictors of time to initiation of symptomatic therapy in early Parkinson's disease

(2016) Tanya Simuni et al.   Annals of Clinical and Translational Neurology

A Fit-Fat Index for Predicting Incident Diabetes in Apparently Healthy Men: A Prospective Cohort Study

(2016) Robert A Sloan et al.   PLoS One

Application of Random Forest Survival Models to Increase Generalizability of Decision Trees: A Case Study in Acute Myocardial Infarction

(2015) Iman Yosefian et al.   Computational and Mathematical Methods in Medicine

Whole-exome sequencing enhances prognostic classification of myeloid malignancies

(2015) Matthew Ruffalo et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Hospitalization Rates and Utilization Among Patients With Rheumatoid Arthritis

(2015) C. John Michet et al.   MAYO CLINIC PROCEEDINGS

Multivariate prediction of motor diagnosis in Huntington's disease: 12 years of PREDICT-HD

(2015) Jeffrey D. Long et al.   MOVEMENT DISORDERS

Prognostic value of health-related quality of life in patients with metastatic pancreatic adenocarcinoma: a random forest methodology

(2015) Momar Diouf et al.   QUALITY OF LIFE RESEARCH

Sample size considerations for the external validation of a multivariable prognostic model: a resampling study

(2015) Gary S. Collins et al.   STATISTICS IN MEDICINE

Trends in Excess Mortality Among Patients With Rheumatoid Arthritis in Ontario, Canada

(2015) Jessica Widdifield et al.   ARTHRITIS CARE & RESEARCH

External validation of multivariable prediction models: a systematic review of methodological conduct and reporting

(2014) Gary S Collins et al.   BMC Medical Research Methodology

Validation of DNA Methylation to Predict Outcome in Acute Myeloid Leukemia by Use of xMELP

(2014) G. B. W. Wertheim et al.   CLINICAL CHEMISTRY

Assessing the clinical utility of cancer genomic and proteomic data across tumor types

(2014) Yuan Yuan et al.   NATURE BIOTECHNOLOGY

Outcome Prediction in Patients with Glioblastoma by Using Imaging, Clinical, and Genomic Biomarkers: Focus on the Nonenhancing Component of the Tumor

(2014) Rajan Jain et al.   RADIOLOGY

Mortality Trends in Patients With Early Rheumatoid Arthritis Over 20 Years: Results From the Norfolk Arthritis Register

(2014) J. H. Humphreys et al.   ARTHRITIS CARE & RESEARCH

World Medical Association Declaration of Helsinki

(2013)   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Treatment of rheumatoid arthritis with etanercept with reference to disease-modifying anti-rheumatic drugs: long-term safety and survival using prospective, observational data

(2013) C. L. Morgan et al.   RHEUMATOLOGY

Health-related quality of life as a main determinant of access to rheumatologic care

(2013) Leticia Leon et al.   RHEUMATOLOGY INTERNATIONAL

Early Illness Features Associated With Mortality in the Juvenile Idiopathic Inflammatory Myopathies

(2013) Adam M. Huber et al.   ARTHRITIS CARE & RESEARCH

Propensity-adjusted association of methotrexate with overall survival in rheumatoid arthritis

(2012) Mary Chester M. Wasko et al.   ARTHRITIS AND RHEUMATISM

Regression trees for predicting mortality in patients with cardiovascular disease: What improvement is achieved by using ensemble-based methods?

(2012) Peter C. Austin et al.   BIOMETRICAL JOURNAL

Random forests for genomic data analysis

(2012) Xi Chen et al.   GENOMICS

Mortality in rheumatoid arthritis over the last fifty years: Systematic review and meta-analysis

(2012) Sabrina Dadoun et al.   JOINT BONE SPINE

Scientific inbreeding and same-team replication: Type D personality as an example

(2012) John P.A. Ioannidis   JOURNAL OF PSYCHOSOMATIC RESEARCH

Novel head and neck cancer survival analysis approach: Random survival forests versus cox proportional hazards regression

(2011) Frank R. Datema et al.   HEAD AND NECK-JOURNAL FOR THE SCIENCES AND SPECIALTIES OF THE HEAD AND NECK

A Novel Data-Driven Prognostic Model for Staging of Colorectal Cancer

(2011) Elena A. Manilich et al.   JOURNAL OF THE AMERICAN COLLEGE OF SURGEONS

Interleukin 15 Levels in Serum May Predict a Severe Disease Course in Patients with Early Arthritis

(2011) Isidoro González-Álvaro et al.   PLoS One

Disease activity and low physical activity associate with number of hospital admissions and length of hospitalisation in patients with rheumatoid arthritis

(2011) George S Metsios et al.   ARTHRITIS RESEARCH & THERAPY

NT-proBNP predicts mortality in patients with rheumatoid arthritis: results from 10-year follow-up of the EURIDISS study

(2010) S. Provan et al.   ANNALS OF THE RHEUMATIC DISEASES

Identifying Important Risk Factors for Survival in Patient With Systolic Heart Failure Using Random Survival Forests

(2010) Eileen Hsich et al.  

High-Dimensional Variable Selection for Survival Data

(2010) Hemant Ishwaran et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Excess mortality emerges after 10 years in an inception cohort of early rheumatoid arthritis

(2010) B. J. Radovits et al.   ARTHRITIS CARE & RESEARCH

Epidemiology of Rheumatoid Arthritis: Rheumatoid Arthritis and Mortality

(2010) Elena Myasoedova et al.   Current Rheumatology Reports

Random survival forests

(2008) Hemant Ishwaran et al.   Annals of Applied Statistics

The influence of age at symptom onset and length of followup on mortality in patients with recent-onset inflammatory polyarthritis

(2008) Sophia M. Naz et al.   ARTHRITIS AND RHEUMATISM