Dr. Yu graduated from the Bethune Med Univ, Changchun City, Jilin, China in 1986. She works in Mineola, NY and specializes in Neurology and Neuromuscular Medicine. Dr. Yu is affiliated with Winthrop University Hospital.
A method for deep learning video microscopy-based antimicrobial susceptibility testing of a bacterial strain in a sample by acquiring image sequences of individual bacterial cells of the bacterial strain in a subject sample before, during, and after exposure to each antibiotic at different concentrations. The image sequences are compressed into static images while preserving essential phenotypic features. Data representing the static images is input into a pre-trained deep learning (DL) model which generates output data; and antimicrobial susceptibility for the bacterial strain is determined from the output data.
Plasmonic Imaging And Detection Of Single Dna Molecules
- Scottsdale AZ, US Hui Yu - Scottsdale AZ, US Xiaonan Shan - Scottsdale AZ, US Shaopeng Wang - Scottsdale AZ, US
International Classification:
G01N 21/552
Abstract:
Method and system to remove background noise with a differential approach in optical imaging is disclosed. The differential approach moves the sample position laterally over a small distance, and a differential image is generated from the images recorded before and after the lateral translation. This approach can significantly improve the image quality of objects, including single DNA molecules, for label-free optical imaging techniques, such as surface plasmon resonance imaging. Disclosed imaging technique provides high-resolution genome-wide restriction maps of single DNA molecules.
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