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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…
Breast cancer risk prediction technology using genomic classifier
Unmet Need The earliest form of breast cancer, ductal carcinoma in situ (DCIS), is diagnosed in almost 50,000 people in the U.S. each year. DCIS is considered noninvasive, as abnormal cells have not spread out…
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…
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…
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…
Optical device for in vivo assessment of tissues
Value Proposition Fluorescence and diffuse reflectance spectroscopy in the ultraviolet-visible (UV-VIS) spectrum are increasingly being investigated for tissue characterization. These biological scatterers, absorbers, and fluorophores may be used to indicate the existence of certain diseases.…
A fluorescent probe for monitoring beta-secretase activity in cells
Molecular probes are provided for use in fluorescence microscopy procedures for monitoring beta-secretase enzyme (BACE) activity in living cells and organisms. The probes may be useful for monitoring Alzheimer's Disease-associated BACE in living cells. By…
Test of Verbal Expression and Reasoning (TOVER)
The TOVER is non-standardized assessment of expressive language in context and verbal reasoning. The 64 item test was specifically designed to assess language function in children and adults with Down syndrome across a broad range…