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Search Results - yuqiao+liu
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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
DNA Methylation Barriers
In normal differentiated cells, most of the genome is densely methylated, except CpG islands near promoters of actively transcribed genes. Maintaining this boundary between unmethylated promoter-associated and adjacent methylated regions is crucial as loss of segregation can lead to disease. Unfortunately, it is not clear where these boundaries are,...
Published: 6/5/2024
|
Inventor(s):
Li Liu
,
Jingmin Shu
Keywords(s):
Category(s):
Applied Technologies
,
Genomic Assays/Reagents/Tools
,
Life Science (All LS Techs)
,
Diagnostic Assays/Devices
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
Recovering Critical Elements from Acid Mine Drainage
THE CHALLENGE The demand for certain elements, such as Manganese (Mn), Cobalt (Co), and Nickel (Ni), has surged in recent years due to the rapid growth of battery production for electric vehicles and utility-scale energy storage. The United States government has deemed Co, Ni, and Mn critical elements, primarily because of the country’s high...
Published: 6/26/2024
|
Inventor(s):
Wencai Zhang
,
Qi Li
,
Rick Honaker
Keywords(s):
Category(s):
Technology Classifications > Energy
,
Technology Classifications > Mining and Recycling
,
Technology Classifications
,
Technology Classifications > Chemicals/Materials
Wearable Device for the Early Detection and Monitoring of Atrial Fibrillation
Application A wearable device that enables long-term, continuous monitoring and screening for AFib by monitoring light signals on the skin. Key Benefits Inexpensive and compatible with existing wearable products by leading technology companies from Apple and others. Novel algorithms suppress irrelevant signals originating from a user's constant...
Published: 8/22/2024
|
Inventor(s):
Shamim Nemati
,
Supreeth Shashikumar
,
Amit J. Shah
,
Qiao Li
,
Gari Clifford
Keywords(s):
Artificial Intelligence
,
Cardiovascular
Category(s):
TechPub Algolia > Software
,
TechPub Algolia > Diagnostics
Automated Sleep Analysis Using Cardiovascular Signals
Application Sleep stage classification algorithm and diagnostic platform. Key Benefits Real-time sleep classification using a single electrocardiogram sensor. Eliminates the need for multiple head, eye, skin, and heart sensors with current diagnostics. Preliminary results using human data demonstrate high accuracy in identifying different sleep...
Published: 7/30/2024
|
Inventor(s):
Gari Clifford
,
Shamim Nemati
,
Qiao Li
,
Supreeth Shashikumar
Keywords(s):
Artificial Intelligence
,
Cardiovascular
,
Platform
Category(s):
TechPub Algolia > Software
Novel Anti-HIV Compounds Using Peptides or Peptide Mimetics
Abstract: The subject invention describes a new class of compounds (such as peptides or mimetics) that target viral RNAs and inhibit the viral life cycle by blocking the viral recognition process. More specifically, these compounds are the first against an RNA Target - currently there are no clinical drugs against RNA targets in the treatment of any...
Published: 4/8/2024
|
Inventor(s):
Yun-Xing Wang
,
Liu Yu
,
Ping Yu
,
Ina O'Carroll
Keywords(s):
Anti-Viral
,
HIV
Category(s):
Collaboration Sought > Licensing
,
Application > Therapeutics
,
TherapeuticArea > Infectious Disease
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