Search Results - bonnie+hurwitz

5 Results Sort By:
Machine Learning Method to Adapt and Identify Multiple-Input Multiple-Output (MIMO) systems
System Identification Based on Statistical Dependence This modularized machine learning model improves the accuracy of deep neural network (DNN) models. The standard methodology for machine learning is through backpropagation (BP) algorithms. While backpropagation allowed tuning the parameters of multilayer neural networks directly from data in supervised...
Published: 9/6/2022   |   Inventor(s): Jose Principe, Bo Hu
Keywords(s):  
Category(s): Technology Classifications > Engineering > Electrical, Technology Classifications > Engineering > Computer Science
Libra: Comparative Metagenomics With MapReduce
Libra is an algorithm for all-vs-all genome sequencing tool to identify problematic microbes. It handles large data sets with speed, accuracy and efficiency. Background: Most bioinformatics methods need a reference source of known genomes to ensure accurate measurements of depth and variance. Sequencing and comparing wholly unknown genomes with...
Published: 4/3/2023   |   Inventor(s): Bonnie Hurwitz, George Watts, Illyoung Choi, John Hartman
Keywords(s):  
Category(s): Technology Classifications > Healthcare Portfolios, Technology Classifications > Life Sciences
Precise, Accurate Bacterial Identification System
This technology is a rapid, whole genome sequence analysis tool to determine the type of bacteria, resistance, and virulence that lacks biases introduced by culture-based methods. Background: The lack of accurate and precise methods to identify bacteria forces clinicians to use broad based antibiotic regimens. Unfortunately, only 20-40% of samples...
Published: 4/3/2023   |   Inventor(s): George Watts, Bonnie Hurwitz
Keywords(s): bacteria, clinical, database, infection, k-mer, sequencing
Category(s): Technology Classifications > Life Sciences, Technology Classifications > Life Sciences > Therapeutics
Simple, Accurate, Real-Time 3D Imaging System
Brief Description:This invention relates to a simple, inexpensive, automated 3-D imaging system that will allow a physician to perform a rapid preoperative and postoperative 3-D analysis of the head and neck. The technology aids in airway quality evaluation in anesthesiology; plastic surgery and biometric systems, including 3-D facial recognition.Applications:...
Published: 5/7/2024   |   Inventor(s): Bo Hu, Jacek Wojtczak, Christopher Brown
Keywords(s):  
Category(s): Imaging, Informatics, Optics
Reconstruction of an Image Mosaic
Brief Description:This is software which can automatically knit together images into a continuous mosaic. The process involves fiding matching features in the input image, rejecting inconsistent matches, and computing a projective mapping which wraps the images into a common coordinate system for display.Applications:The software can be used for automatic...
Published: 5/23/2023   |   Inventor(s): Randal Nelson, Christopher Brown, Bo Hu
Keywords(s):  
Category(s): Imaging