Machine learning/ Deep learning
4 Results were found on Technologies
Sub Category Name
Using Eye-Tracking in VR to Identify Subject Preferences to Optimize Personalization
The implementation of virtual reality (VR) has been spreading in many research fields and healthcare applications. In order to better personalize the presented content, there is a need to identify the subjective experience at each time point. Previous studies with eye-tracking (ET) have demonstrated its links to preferences; therefore, collecting ET data during VR experiences […] Read More >
Leveraging Gene Panel Sequencing Data for Mutational Signature Analysis with Applications to Personalized Treatment
UNMET NEED Mutational signatures and their exposures are key to understanding the processes that shape cancer genomes with applications to diagnosis and treatment. Yet current signature analysis approaches are limited to relatively rich mutation data that comes from whole-genome or whole-exome sequencing. Recently, orders of magnitude sparser data sets from gene panel sequencing have become […] Read More >
Automated Processing Of Non-Invasive Thermal Imaging Of Organ-Specific Diseases To Detect Inflammation And Vascular Dysfunction
During the COVID-19 worldwide pandemic, rapid and sensitive screening tools for SARS-CoV2 infection were defined critical for limiting the spread of COVID-19 and for allocating national resources properly. Researchers have developed and tested a new point-of-care, non-contact, thermal camera that connects directly to smartphones combined with image-processing algorithms, and machine learning-based analysis, to detect inflammation […] Read More >
Visual Data Transfer Between the End and Side of a Multimode Fiber
It is well known that light propagation in optical fibers is accompanied by random omnidirectional scattering. This type of scattering is called ‘Rayleigh scattering’ and is due to small inhomogeneities in the fiber core. The small fraction of coherent guided light that escapes outside the cladding of the fiber forms a speckle pattern. While works […] Read More >
