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Search Results - yutao+li
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BASH-GN: A New Machine Learning–Derived Questionnaire for Screening Obstructive Sleep Apnea
BASH-GN is a machine learning-based questionnaire designed to classify the risk of obstructive sleep apnea (OSA) by considering various risk factor subtypes. Compared with other commonly used OSA screening tools, the BASH-GN questionnaire demonstrated superior performance, making it a more effective option for identifying at-risk individuals. This questionnaire...
Published: 9/23/2024
|
Inventor(s):
Ao Li
,
Jiayan Huo
,
Stuart Quan
,
Janet Roveda
Keywords(s):
Category(s):
Technology Classifications > Software & Information Technology > Health IT
,
Technology Classifications > Life Sciences > Diagnostics
,
Technology Classifications > Healthcare Portfolios > Sleep Disorders
A Transformer-Based Diffusion Probabilistic Model for Vital Signs Forecasting
The model proposed in this technology, Transformer-based Diffusion Probabilistic Model for Sparse Time Series Forecasting (TDSTF), is a novel deep-learning algorithm that can be used for vital signs forecasting, data synthesis, simulation, and digital twins. Trained and tested on data from over 46,000 patients, the TDSTF technology merges transformer...
Published: 8/23/2024
|
Inventor(s):
Ao Li
,
Ping Chang
,
Huayu Li
,
Janet Roveda
Keywords(s):
Category(s):
Technology Classifications > Software & Information Technology > Health IT
,
Technology Classifications > Software & Information Technology > Web & Internet
MTS-LOF: Medical Time-Series Representation Learning via Occlusion-Invariant Features
Medical Time Series Representation Learning, known as MTS-LOF, uses the strengths of contrastive learning and Masked Autoencoder (MAE) methods, providing more sophisticated, context-rich representations, while also clarifying the interplay between temporal and structural dependencies in healthcare data. MTS-LOF is ideal for integration into numerous...
Published: 8/23/2024
|
Inventor(s):
Ao Li
,
Huayu Li
,
Ana Carreon-Rascon
Keywords(s):
Category(s):
Technology Classifications > Software & Information Technology > Web & Internet
,
Technology Classifications > Software & Information Technology > Health IT
DeScoD-ECG: Deep Score-Based Diffusion Model for ECG Baseline Wander and Noise Removal
The DeScoD-ECG model is a novel electrocardiogram (ECG) baseline wander and noise removal technology that extends the current diffusion model for reconstructing electrocardiogram signals. It establishes a new benchmark in biomedical signal processing to provide a more accurate approximation of ECG signals for detection of cardiovascular irregularities....
Published: 8/23/2024
|
Inventor(s):
Ao Li
,
Huayu Li
,
Gregory Ditzler
,
Janet Roveda
Keywords(s):
Category(s):
Technology Classifications > Software & Information Technology > Communications & Networking
,
Technology Classifications > Software & Information Technology > Open Source
,
Technology Classifications > Healthcare Portfolios > Heart and Vascular
,
Technology Classifications > Life Sciences > Diagnostics
Deep Learning Algorithm for Detection of Cortical Arousal During Sleep
This invention is an end-to-end deep learning algorithm to detect cortical arousals during sleep using a one-night single lead electrocardiogram (ECG) signal. It is used to accurately detect arousal in home sleep tests, by reducing the false negative rate. The model combines both convolutional neural networks (CNN) and recurrent neural networks (RNN). Background: Sleep...
Published: 8/23/2024
|
Inventor(s):
Ao Li
,
Siteng Chen
,
Stuart Quan
,
Linda Powers
,
Janet Roveda
Keywords(s):
Category(s):
Technology Classifications > Healthcare Portfolios > Sleep Disorders
,
Technology Classifications > Software & Information Technology > Health IT
Virtual Reality Neuropsychological Assessment (VRNA) System
This technology is a computerized neuropsychological assessment system to rapidly measure cognitive and behavioral abilities and impairments. This system operates by extracting multiple, simultaneous performance metrics while the patient is in a virtual reality (VR) game-like scenario. As the patient is playing this challenging VR video game, the VRNA...
Published: 8/9/2023
|
Inventor(s):
William Killgore
,
Janet Roveda
,
Jerzy Rozenblit
,
Ao Li
,
Huayu Li
Keywords(s):
Category(s):
Technology Classifications > Healthcare Portfolios > Physical Medicine & Rehabilitation
,
Technology Classifications > Medical Devices > Diagnostic
,
Technology Classifications > Software & Information Technology > Health IT
,
Technology Classifications > Software & Information Technology > Mobile Application
,
Technology Classifications > Software & Information Technology > Bioinformatics
,
Technology Classifications > Software & Information Technology
Real-Time RT-PCR Assay for the Rapid Detection of Rabies and Other Lyssaviruses
Rabies occurs in more than 150 countries and territories, resulting in at least 55,000 human deaths per year worldwide according to World Health Organization estimates. Rabies is a vaccine-preventable viral disease caused by numerous lyssaviruses that are found in a variety of animal species throughout the world. Rabies virus infects the central nervous...
Published: 7/25/2024
|
Inventor(s):
Yu Li
Keywords(s):
assay
,
DA4XXX
,
DDXXXX
,
Diagnostics
,
LYSSAVIRUSES
,
Modified
,
NCEZID
,
NCEZID-DHCPP
,
Non-rabies
,
Probe
,
rabies
,
REAL-TIME
,
RT-PCR
,
VLXXXX
,
VOXXXX
,
WBXXXX
,
WGXXXX
,
WHXXXX
,
WIXXXX
,
XEXXXX
,
YBXXXX
,
YGXXXX
Category(s):
Collaboration Sought > Collaboration
,
Collaboration Sought > Licensing
,
Application > Occupational Safety and Health
,
TherapeuticArea > Infectious Disease
,
Application > Consumer Products
,
Application > Therapeutics
,
Application > Research Materials
,
Application > Diagnostics
Universal Diagnostic Assay for Detection and Identification of Poxviruses in Clinical Samples
CDC researchers have developed an assay for detection and diagnosis of poxviruses within clinical samples or from lab culture-systems. The assay specifically targets chordopoxviruses (except avipoxviruses) for PCR-based identification; an improvement upon the current standard of cell culturing methodologies. Individual chordopoxvirus species can cause...
Published: 7/25/2024
|
Inventor(s):
Inger Damon
,
Hui Zhao
,
Yu Li
Keywords(s):
ASSAYS
,
CDC Docket Import
,
CDC Docket Import CDC Prosecuting
,
CHORDOPOXVIRUSES
,
DA4BXX
,
DA4XXX
,
DAXXXX
,
diagnostic
,
DXXXXX
,
OID-NCEZID-DHCPP
,
VLXXXX
,
VOXXXX
,
WBXXXX
,
WFXXXX
,
WIXXXX
,
WMXXXX
,
XCXXXX
,
XEXXXX
,
YBXXXX
Category(s):
Collaboration Sought > Licensing
,
Application > Occupational Safety and Health
,
Application > Therapeutics
,
TherapeuticArea > Infectious Disease
,
Application > Consumer Products
,
Application > Diagnostics
,
Application > Research Materials
A low-cost and effective additive for polymer electrolytes in rechargeable all-solid-state batteries
All-solid-state batteries are the next logical step to improve upon the Li+-ion battery for energy storage in portable electronic device. With the desire to advance the per charge driving range of electric vehicles, improvements to the volumetric and gravimetric energy density of the battery packs must be made. The most-direct method of improving the...
Published: 12/11/2023
|
Inventor(s):
John Goodenough
,
Biyi Xu
,
Yutao Li
Keywords(s):
Batteries
Category(s):
Physical sciences > Energy > Batteries/energy storage
Method for 3D Nonlinear Structured Illumination Super-resolution Imaging
Researchers at the University of Arizona have developed a super-resolution microscopy method that is faster, easier to use, and has less artifacts than current super-resolution methods. The result is a 3D dual-color stimulated emission depletion (STED) nonlinear structured illumination (NL-SIM) microscope. Using a combination of low coherent light and...
Published: 4/3/2023
|
Inventor(s):
Leilei Peng
,
Yu Li
,
Han Zhang
Keywords(s):
Category(s):
Technology Classifications > Imaging & Optics
,
Technology Classifications > Imaging & Optics > Medical Imaging
,
Technology Classifications > Imaging & Optics > Microscopy, Spectroscopy, Polarimetry
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