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Search Results - zhaoyuan+lian
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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
Dynamic Memory Management on Graphics Processing Units (GPUs)
Advantages: Optimizes GPUs, reducing memory bottlenecks for efficient parallel computation. Reduces delays, speeding up data-intensive tasks for enhanced responsiveness. Outperforms rivals by up to a hundredfold, delivering remarkable application enhancements. Summary: This technology transforms massively parallel systems, like GPUs, by...
Published: 4/16/2024
|
Inventor(s):
Yicheng Tu
,
Minh Pham
,
Hao Li
Keywords(s):
Computer Science
,
Computers Software and Information Technology
Category(s):
Technology Classifications > Computer Science > Computers Software & Information Technology
,
Technology Classifications > Computer Science > Algorithms
,
Technology Classifications > Engineering > Computer Engineering
SPACX: A Hardware and Algorithm Co-Optimized Photonic Deep Neural Network Computing Architecture
SPACX- A silicon-based Photonic accelerator for DNN Chiplets architecture The continuous increase in size and complexity of deep neural network (DNN) models leads to rapidly increasing demand for computing capacity which has outpaced the scaling capability of conventional monolithic chips. Chiplet-based DNN accelerators have emerged as a promising...
Published: 7/30/2024
|
Inventor(s):
Yuan Li
,
Ahmed Louri
Keywords(s):
Category(s):
Technology Classifications
,
Technology Classifications > Computers Electronics & Software
,
Technology Classifications > Computers Electronics & Software > Artificial Intelligence
,
Technology Classifications > Computers Electronics & Software > Processing Chips
,
Technology Classifications > Computers Electronics & Software > Computing Architecture
Selective estrogen-receptor modulators (SERMs) confer protection against photoreceptor degeneration
Abstract: Retinal degeneration is a deteriorative condition of the human retina caused by the progressive and eventual death of photoreceptor cells. To date, no effective treatment for genetically inherited or age-associated retinal degeneration, which includes a large patient population worldwide, is available. Researchers at the National Eye Institute...
Published: 4/8/2024
|
Inventor(s):
Wai Wong
,
Lian Zhao
,
Xu Wang
,
Wenxin Ma
Keywords(s):
Age-Related Degeneration
,
AMD
,
Estrogen-receptor
,
Microglial Inhibition
,
National Eye Institute
,
NEI
,
Photoreceptor
,
Retinal degeneration
,
Retinitis Pigmentosa
,
RP
Category(s):
Application > Therapeutics
,
Collaboration Sought > Licensing
,
TherapeuticArea > Opthamology
,
TherapeuticArea > Eye / Ear / Nose / Throat
,
Collaboration Sought > Collaboration
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
Hydrogen Sulfide Releasing Agents
Abstract Hydrogen sulfide (H2S) has demonstrated several essential critical care benefits when delivered properly in low doses. The current state of the art delivery systems rely on gaseous delivery of H2S to patients. WSU researchers have developed chemical agents that controllably decompose to release H2S and demonstrated their efficacy in biological...
Published: 8/22/2024
|
Inventor(s):
Ming Xian
,
Hua Wang
,
Yu Zhao
Keywords(s):
Chemistry
Category(s):
Technologies > Health & Well-being > Chemistry
,
Technologies > Health & Well-being > Pharmaceutical
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