Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
Results
Showing 1 to 4 of 4 for “"heterogeneous cohorts"”.
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Bayesian Neural Networks for Actuarial Mortality Modelling
… hybrid models, allowing joint modelling across heterogeneous cohorts. While these models perform well on sparse multi-population data, we discuss the computational and runtime constraints encountered when scaling BNNs to comprehensive multi-population datasets.
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Information and generative deep learning with applications to medical time-series
… identifying patient phenotypes within large heterogeneous cohorts, and predicting and explaining physiological changes to a patient over time. There are wide- ranging complexities involved in learning such insights from longitudinal data, including a lack of a universal accepted framework for …
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Nutrition in survivors of critical illness: an exploration of the effect of nutrition therapy on muscle mass, nutritional status and clinical outcomes after critical illness with a focus on patients with a traumatic brain injury
… insufficient data reporting intake post-ICU. In heterogeneous cohorts of critically ill patients, nutrient delivery during ICU admission is below prescribed targets. From a large international cohort, I determined that energy and protein delivery to ICU patients with TBI is below targets, and …
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Injury and illness risk factors for elite athletes in training environment
… related questions were asked in MCPQ for MCP cohorts. Answers were quantified scales wise/subscales wise before analyzed with other factors/scales. In addition, adapted variables such as sport format were introduced for difference task of analysis. Validated with 2-wyas translation and …