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Data quality assurance framework for machine learning in healthcare

Data quality assurance framework for machine learning in healthcare

Unmet Need Currently, larger clinical datasets and electronic health records are fraught with unstandardized parameters and invalid datapoints that can cascade in downstream analyses. Such errors have a 92% incidence rate. These errors would be…

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Void space and scaffold analysis of packed particles

Void space and scaffold analysis of packed particles

Unmet Need Granular materials are used in countless contexts and are appealing for several applications in biomedical engineering, including injectable tissue mimics and 3-D bioprinting. Packed microgel particles form granular scaffolds, which have been used…

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Harvis: an interactive virtual reality tool for modification and simulation of blood flow

Harvis: an interactive virtual reality tool for modification and simulation of blood flow

Unmet Need Cardiovascular disease (CVD) is the largest underlying cause of mortality in the United States, causing one in every three deaths and costing an estimated $316 billion dollars a year. In recent years, computational…

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Software for predicting vibrational blade response in gas turbines

Software for predicting vibrational blade response in gas turbines

Unmet Need Virtually all commercial aircraft use gas turbine engines and 90 percent of the world’s electricity is produced by turbines. One of the grand challenges in turbomachinery is to predict the vibratory response of…

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