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Published in 2019 at "Journal of Computational and Graphical Statistics"
DOI: 10.1080/10618600.2019.1592758
Abstract: Abstract As data sets continue to increase in size, there is growing interest in methods for prediction that are both flexible and interpretable. A flurry of recent work on this topic has focused on additive…
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Keywords:
interpretable models;
flexible interpretable;
models survival;
survival data ... See more keywords
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Published in 2022 at "Veterinary Surgery"
DOI: 10.1111/vsu.13839
Abstract: Abstract Objective To evaluate previously published predictive survival models in a population of horses undergoing colic surgery in the midwestern United States. Study design Retrospective cohort study; single referral hospital. Animals A total of 260…
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Keywords:
predictive models;
horses undergoing;
survival;
range ... See more keywords
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Published in 2022 at "International Journal of Environmental Research and Public Health"
DOI: 10.3390/ijerph192215335
Abstract: Prediction of survival probabilities based on models developed by other countries has shown inconsistent findings among Malaysian patients. This study aimed to develop predictive models for survival among women with breast cancer in Malaysia. A…
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Keywords:
predictive models;
models survival;
breast cancer;
model ... See more keywords
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Published in 2022 at "Annals of Internal Medicine"
DOI: 10.7326/m22-0844
Abstract: Risk prediction models need thorough validation to assess their performance. Validation of models for survival outcomes poses challenges due to the censoring of observations and the varying time horizon at which predictions can be made.…
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Keywords:
prediction models;
model;
models survival;
survival outcomes ... See more keywords