Mortality Risk Score Prediction in an Elderly Population Using Machine Learning

Regularization Paths for Generalized Linear Models via Coordinate Descent

(2015) Jerome Friedman et al.   Journal of Statistical Software

Implementation of G-Computation on a Simulated Data Set: Demonstration of a Causal Inference Technique

(2011) Jonathan M. Snowden et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

IScore

(2011) Gustavo Saposnik et al.   CIRCULATION

Risk Models for Progression to Advanced Age-Related Macular Degeneration Using Demographic, Environmental, Genetic, and Ocular Factors

(2011) Johanna M. Seddon et al.   OPHTHALMOLOGY

The iScore Predicts Poor Functional Outcomes Early After Hospitalization for an Acute Ischemic Stroke

(2011) Gustavo Saposnik et al.   STROKE

Random forest can predict 30-day mortality of spontaneous intracerebral hemorrhage with remarkable discrimination

(2010) S. -Y. Peng et al.   EUROPEAN JOURNAL OF NEUROLOGY

Logistic regression had superior performance compared with regression trees for predicting in-hospital mortality in patients hospitalized with heart failure

(2010) Peter C. Austin et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

The Advanced Dementia Prognostic Tool: A Risk Score to Estimate Survival in Nursing Home Residents with Advanced Dementia

(2010) Susan L. Mitchell et al.   JOURNAL OF PAIN AND SYMPTOM MANAGEMENT

Performance of Common Genetic Variants in Breast-Cancer Risk Models

(2010) Sholom Wacholder et al.   NEW ENGLAND JOURNAL OF MEDICINE

Leisure-time Physical Activity and All-cause Mortality in an Elderly Cohort

(2009) Oliver Bembom et al.   EPIDEMIOLOGY

The Preventable Causes of Death in the United States: Comparative Risk Assessment of Dietary, Lifestyle, and Metabolic Risk Factors

(2009) Goodarz Danaei et al.   PLOS MEDICINE

Discriminatory Accuracy From Single-Nucleotide Polymorphisms in Models to Predict Breast Cancer Risk

(2008) M. H. Gail   JNCI-Journal of the National Cancer Institute

Aggregation by exponential weighting, sharp PAC-Bayesian bounds and sparsity

(2008) A. Dalalyan et al.   MACHINE LEARNING

Personality Predictors of Longevity: Activity, Emotional Stability, and Conscientiousness

(2008) Antonio Terracciano et al.   PSYCHOSOMATIC MEDICINE