Cross‐validation performance of mortality prediction models
DC Hadorn, D Draper, WH Rogers… - Statistics in …, 1992 - Wiley Online Library
… In the present study we compared the predictive performance of several statistical models,
both in a ‘learning’ set of patients and in an independent ‘test’ set, both drawn from a large …
both in a ‘learning’ set of patients and in an independent ‘test’ set, both drawn from a large …
Prediction of mortality risk in the elderly
… of subjects with low and high mortality risk. The Framingham PROCAM and a Dutch Risk
Function poorly predicted mortality risk, similar or worse than a model using age alone. …
Function poorly predicted mortality risk, similar or worse than a model using age alone. …
Performance and usability of pre‐operative prediction models for 30‐day peri‐operative mortality risk: a systematic review
JEM Vernooij, NJ Koning, JW Geurts, S Holewijn… - …, 2023 - Wiley Online Library
… pre-operative prediction models for 30-day mortality. We assessed predictive performance
in terms … Risk of bias was evaluated using a tool to assess the risk of bias and applicability of …
in terms … Risk of bias was evaluated using a tool to assess the risk of bias and applicability of …
Systematic review of perioperative mortality risk prediction models for adults undergoing inpatient non‐cardiac surgery
… The ability of risk-stratified care, guided by objective risk prediction tools, to … risk prediction
tools with high predictive performance are required. When a surgical mortality risk prediction …
tools with high predictive performance are required. When a surgical mortality risk prediction …
[HTML][HTML] Risk prediction models for maternal mortality: a systematic review and meta-analysis
… Second, the model’s predictive performance (ie … if a risk prediction model has a low risk of
bias and low concern about applicability, and is accompanied by good predictive performance, …
bias and low concern about applicability, and is accompanied by good predictive performance, …
Mortality risk score prediction in an elderly population using machine learning
S Rose - American journal of epidemiology, 2013 - academic.oup.com
… predictors of mortality in elderly populations (40–42). Prediction functions for mortality have
… The contributions of this paper include: 1) generating a prediction function for mortality risk …
… The contributions of this paper include: 1) generating a prediction function for mortality risk …
[HTML][HTML] Effect of competing mortality risks on predictive performance of the QRISK3 cardiovascular risk prediction tool in older people and those with comorbidity …
S Livingstone, DR Morales, PT Donnan… - The lancet Healthy …, 2021 - thelancet.com
… mortality risk on its predictive performance. … do not predict risk well in older people and
people with multimorbidity and second, they do not account for competing mortality risk (the risk of …
people with multimorbidity and second, they do not account for competing mortality risk (the risk of …
[HTML][HTML] Generalizability challenges of mortality risk prediction models: A retrospective analysis on a multi-center database
… to assess failure modes of predictive models across regions … , we find that mortality risk
prediction models developed in one … that predictive models can exhibit disparities in performance …
prediction models developed in one … that predictive models can exhibit disparities in performance …
Risk prediction models for mortality in ambulatory patients with heart failure: a systematic review
AC Alba, T Agoritsas, M Jankowski… - Circulation: Heart …, 2013 - Am Heart Assoc
… As noticed in this review, the performance of predictive models has been traditionally
evaluated by the c-statistic, which has been criticized as being insensitive in comparing models …
evaluated by the c-statistic, which has been criticized as being insensitive in comparing models …
[HTML][HTML] Predictive performance of six mortality risk scores and the development of a novel model in a prospective cohort of patients undergoing valve surgery …
… to a superior predictive performance, we recommend the incorporation of the RheSCORE
model into daily practice when attempting to predict mortality risk among patients undergoing …
model into daily practice when attempting to predict mortality risk among patients undergoing …
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