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Image-guidance in ophthalmic surgery using optical coherence tomography
(2019-01-21)
Ophthalmic surgery involves manipulation of layered tissue structures on milli- to micrometer scales. Traditional surgical microscopes provide a two-dimensional view of the surgical field with limited depth perception which ...
UNDERSTANDING THE EVOLUTION AND SEQUENCE ARCHITECTURE OF GENE REGULATORY ELEMENTS THROUGH MACHINE LEARNING
(2019-11-15)
Enhancers are genomic regions distal to promoters that bind transcription factors (TFs) to regulate the dynamic spatiotemporal patterns of gene expression required for proper differentiation and development of multi-cellular ...
Characterization of Bacteria Causing Acute Otitis Media Using Raman Spectroscopy
(2019-04-09)
Otitis media (OM), an inflammatory disease of the middle ear, is the most frequent cause of physician visits and prescription of antibiotics for children. Current methods to diagnose OM rely on varying symptoms and visual ...
Physiology-based Intelligent Systems for Individuals with Autism: Novel Platforms for Autism Intervention and Early Detection
(2019-08-30)
Autism Spectrum Disorder (ASD) is characterized by social interaction deficits, verbal and non-verbal communication skill deficits, repetitive behaviors, and fixed interests. Given the limited availability of professionals ...
A Data-Driven Analysis of Environmental Migration in Coastal Bangladesh
(2019-07-17)
The decision to migrate is complex and is often influenced by a combination of economic, social, political, and environmental pressures. Seasonal, internal migration is a common strategy for livelihood diversification in ...
Using Machine Learning to Identify and Predict Gentrification in Nashville, Tennessee.
(2019-07-24)
Gentrification is a polarizing and elusive type of neighborhood change that disproportionately threatens our community’s most vulnerable populations. The lived consequences of gentrification have merited a substantial ...