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R. Andrew Taylor et al.
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Shmueli et al.
MIS QUARTERLY (2017)
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Simone Wahl et al.
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G. S. Collins et al.
BJOG-AN INTERNATIONAL JOURNAL OF OBSTETRICS AND GYNAECOLOGY (2015)
Nomograms in oncology: more than meets the eye
Vinod P. Balachandran et al.
LANCET ONCOLOGY (2015)
Cardiovascular Risk Prediction Models for People With Severe Mental Illness Results From the Prediction and Management of Cardiovascular Risk in People With Severe Mental Illnesses (PRIMROSE) Research Program
David P. J. Osborn et al.
JAMA PSYCHIATRY (2015)
Validation of prediction models based on lasso regression with multiply imputed data
Jammbe Z. Musoro et al.
BMC MEDICAL RESEARCH METHODOLOGY (2014)
Modern modelling techniques are data hungry: a simulation study for predicting dichotomous endpoints
Tjeerd van der Ploeg et al.
BMC MEDICAL RESEARCH METHODOLOGY (2014)
Screening for Prediabetes Using Machine Learning Models
Soo Beom Choi et al.
COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE (2014)
Cohort Profile: the Health and Retirement Study (HRS)
Amanda Sonnega et al.
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY (2014)
External validation of a Cox prognostic model: principles and methods
Patrick Royston et al.
BMC MEDICAL RESEARCH METHODOLOGY (2013)
Cohort Profile: The English Longitudinal Study of Ageing
Andrew Steptoe et al.
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY (2013)
Predicting 10-Year Mortality for Older Adults
Marisa Cruz et al.
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION (2013)
MissForest-non-parametric missing value imputation for mixed-type data
Daniel J. Stekhoven et al.
BIOINFORMATICS (2012)
Long-Term Effects of Wealth on Mortality and Self-rated Health Status
Anjum Hajat et al.
AMERICAN JOURNAL OF EPIDEMIOLOGY (2011)
Assessing the Performance of Prediction Models A Framework for Traditional and Novel Measures
Ewout W. Steyerberg et al.
EPIDEMIOLOGY (2010)
Derivation, validation, and evaluation of a new QRISK model to estimate lifetime risk of cardiovascular disease: cohort study using QResearch database
Julia Hippisley-Cox et al.
BMJ-BRITISH MEDICAL JOURNAL (2010)
Purpose in Life Is Associated With Mortality Among Community-Dwelling Older Persons
Patricia A. Boyle et al.
PSYCHOSOMATIC MEDICINE (2009)
Prognosis and prognostic research: application and impact of prognostic models in clinical practice
Karel G. M. Moons et al.
BRITISH MEDICAL JOURNAL (2009)
Prognosis and prognostic research: validating a prognostic model
Douglas G. Altman et al.
BMJ-BRITISH MEDICAL JOURNAL (2009)
Using the outcome for imputation of missing predictor values was preferred
Karel G. M. Moons et al.
JOURNAL OF CLINICAL EPIDEMIOLOGY (2006)
The inconsistency of optimal cutpoints obtained using two criteria based on the receiver operating characteristic curve
NJ Perkins et al.
AMERICAN JOURNAL OF EPIDEMIOLOGY (2006)
Development and validation of a prognostic index for 4-year mortality in older adults
SJ Lee et al.
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION (2006)
Translating clinical research into clinical practice: Impact of using prediction rules to make decisions
BM Reilly et al.
ANNALS OF INTERNAL MEDICINE (2006)
Regularization and variable selection via the elastic net
H Zou et al.
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2005)
Estimation of ten-year risk of fatal cardiovascular disease in Europe:: the SCORE project
RM Conroy et al.
EUROPEAN HEART JOURNAL (2003)
A Bayesian missing value estimation method for gene expression profile data
S Oba et al.
BIOINFORMATICS (2003)
Development and validation of a prognostic index for 1-year mortality in older adults after hospitalization
LC Walter et al.
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION (2001)