Flexible and Interpretable Models for Survival Data
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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… read more here.
Keywords: interpretable models; flexible interpretable; models survival; survival data ... See more keywords
Performance of predictive models of survival in horses undergoing emergency exploratory laparotomy for colic
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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… read more here.
Keywords: predictive models; horses undergoing; survival; range ... See more keywords
Development of Predictive Models for Survival among Women with Breast Cancer in Malaysia
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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… read more here.
Keywords: predictive models; models survival; breast cancer; model ... See more keywords
Assessing Performance and Clinical Usefulness in Prediction Models With Survival Outcomes: Practical Guidance for Cox Proportional Hazards Models
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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.… read more here.
Keywords: prediction models; model; models survival; survival outcomes ... See more keywords