Paper-based assays for HIV diagnosis are cheap, portable, and require little to no skilled training, electricity, or expensive equipment to perform successfully. However, there is a need for tests with lower limits of detection (LOD) for diagnosing infection at the earliest stages. Effective labeling to increase signal-to-noise ratio is critical...
Monitoring phenylalanine (Phe) levels in the blood of individuals with phenylketonuria (PKU) is a critical component of therapy. Existing tests for PKU require high-resource laboratories, which are not available to many populations and cannot provide the real-time feedback required for effective therapy monitoring. It would be ideal to develop an...
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Dr. Elain Fu
Abstract
Monitoring phenylalanine (Phe) levels in the blood of individuals
Crowdsourcing is a popular paradigm to address the high demands for labeled data in big data deluge. It aims to produce accurate labels by effectively integrating noisy, non-expert labeling from crowdsourced workers (annotators). The machine learning community has been studying effective crowdsourcing methods for many years, and many models and...
We consider the problem of computing the cannonical polyadic decomposition (CPD) for large-scale dense tensors. This work is a combination of alternating least squares and fiber sampling. Data sparsity can be leveraged to handle large tensor CPD, but this route is not feasible for dense data. Inspired by stochastic optimization's...
The children's apparel industry is a fast-growing
industry in the United States. It is important to determine
what factors are considered as the most important when
parents purchase their pre-school children's clothing. To
gain a better understanding of parent-consumers' purchasing
behavior of pre-school children's apparel, this study
focused on parent-consumers'...
Fast fashion is a term used to describe trendy apparel created with a short cycle time and planned obsolescence. Consumers view such items as disposable due to poor garment quality and low price points. Although consumers are aware of the environmental impact of apparel consumption, the popularity of fast fashion...
Solar cells, also known as photovoltaic devices, are a class of renewable energy systems that can convert photons into electrons without the carbon dioxide emission. Short-wavelength, high-energy photons in the ultraviolet (UV) range can't be efficiently utilized by most solar cells because of the spectral mismatch. Luminescent downshifting is a...
The objectives of this project were to investigate the critical factors impacting the physicochemical and antibacterial properties of β-chitosan based films derived from jumbo squid (Dosidicus gigas) pens, and to evaluate the feasibility of improving water solubility of β-chitosan through Maillard reaction. The studies examined the effect of molecular weight...
This dissertation consists of three essays that evaluate various types of health care policies from the social welfare perspective. Chapter 1 introduces the main ideas and framework of this dissertation. Chapter 2 evaluates the new co-payment policy, enacted on July 15, 2005 under Taiwan’s National Health Insurance (NHI). We show...