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 3 of 3 for “"Diabetes risk prediction"”.
-
Type-1 diabetes risk prediction using multiple kernel learning
… of multiple kernel learning (MKL) for type-1 diabetes risk prediction. MKL combines different models and representation of data to find a linear combination of these representations of the data. MKL has been successfully been implemented in image detection, splice site detection, ribosomal and …
-
Interpretable and Automated Bias Detection for AI in Healthcare
… biomedical dataset, over the diverse tasks of diabetes risk prediction, lung cancer risk prediction, and biomolecular toxicity prediction. Our framework is used to uncover biases caused by patient BMI and computed tomography (CT) scanner type in the data used by a cutting-edge lung cancer risk …
-
Epidemiology of diabetes and related mortality: early screening, socioecological determinants, and the value of prevention
The focus of my dissertation is prediction, prevention, and economic valuation of type 2 diabetes. I studied individual level type 2 diabetes risk factors, spatial spillover effect of diabetes-related mortality ecological risk factors, and individuals’ loss of well-being due to diabetes. In the …