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.
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Showing 1 to 4 of 4 for “"Model Personalization"”.
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Personalized Biomechanical Heart Modeling for Clinical Applications
… is the assessment of a biomechanical heart model using experimental data, and the investigation of clinical applications with patient-specific modeling.<br/><br/>At the 1D level we aimed at reproducing physiological experiments with myocardial fiber contraction. For the 3D validation we …
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Active one-shot learning for personalized human affect estimation
Building models that can classify human affect leads to the challenge of learning on data that is complex in features and limited in size and labels. How can these models balance being general and personalized, capturing both the commonalities and the individual quirks of people? While previous …
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Personalized machine learning for facial expression analysis
For this MEng Thesis Project, I investigated the personalization of deep convolutional networks for facial expression analysis. While prior work focused on population-based ("one-size-fits-all") models for prediction of affective states (valence/arousal), I constructed personalized versions of …
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Development and Applications of Neuromusculoskeletal Modeling Software for Personalized Treatment Design
… design on objective computational walking models that obey laws of physics and principles of physiology. With this approach, engineering design optimization methods that have successfully transformed the design of airplanes, automobiles, and other products can be used to optimize the design …