Search Results - oxygen

4 Results

Sort By:

Deep Neural Networks for Real-Time Non-invasive Continuous Peripheral Oxygen Saturation Monitoring (Case No. 2024-227)

Summary: UCLA researchers in the Department of Anesthesiology have developed a novel pulse oximetry methodology utilizing deep neural networks for non-invasive monitoring. Background: In the US alone, over 5 million patients are admitted to the ICU for oxygen saturation monitoring. They, as well as the more than 15 million patients undergoing surgery,...

Published: 7/26/2024 | Inventor(s): Sungsoo (Danny) Kim, Sohee Kwon, Mia Markey, Alan Bovik, Akos Rudas, Ravi Pal, Maxime Cannesson

Keywords(s): Artifical Intelligence (Machine Learning, Data Mining), Blood Pressure, cardiovascular monitoring, central venous pressure (CVP), Continuous blood pressure monitoring, critical care, Deep learning-based sensing, deep-learning analysis algorithms, heart failure, hemodynamic monitoring, machine learning modeling, Monitoring (Medicine), neural network, non-invasive monitoring, Oxygen, Oxygen Saturation, pulmonary arterial pressure (PAP), Swan-Ganz catheter

Category(s): Medical Devices > Monitoring And Recording Systems, Software & Algorithms > Digital Health

Method for Determining the Time Constant for Oxygen Uptake Kinetics (UCLA Case No. 2022-253)

Summary: UCLA researchers in the Department of Medicine have developed a novel geometric model for the determination of the time constant in variable oxygen uptake kinetic systems. Background: The kinetic response of oxygen uptake adjustment to moderate-intensity exercise is a main factor of the aerobic function. Aerobic function is an indicator...

Published: 7/27/2023 | Inventor(s): Christopher Cooper

Keywords(s): breath-by-breath variability, Cardiovascular Disease, cardiovascular modeling, Exercise, exercise physiology, geometric method, kinetics, metabolic measurement, Oxygen, Oxygen kinetics, Oxygen Saturation, Oxygen uptake kinetics, single exercise protocol, time constant

Category(s): Medical Devices > Monitoring And Recording Systems, Software & Algorithms > Digital Health

2020-810 Mechanical Ventilator With a Fixed Number of Orifice Plates to Generate Constant Flow Paths

Summary: UCLA researchers in the Department of Electrical and Computer Engineering & Bioengineering have developed a constant flow path mechanical ventilator used for the treatment of advanced respiratory diseases, such as acute respiratory distress syndrome (ARDS). Background: Respiratory failure leading to the need for respiratory support...

Published: 7/19/2023 | Inventor(s): Glen Meyerowitz

Keywords(s): Angiogenesis Acute Lung Injury, Cellular Respiration, Cerebrospinal Fluid, Cerebrospinal Fluid Tetramer Retinol Binding Protein, Cerebrospinal Fluid Ventricular System Bleeding, Deoxygenation, Diagnostic Markers & Platforms, Diagnostic Platform Technologies (E.G. Microfluidics), Diagnostic Test, Digital Microfluidics, Ferrofluid, Flow Device, Fluid Dynamics, Fluidics, Half-Reaction Electrolysis Of Water Oxygen Evolution, Intensive-Care Unit Vital Signs, Lung, Lung Pulmonology, Mechanical, Mechanical Engineering, Mechanical Systems, Medical Device, Medical Device Poly(Methyl Methacrylate), Medical Devices and Materials, Microfluidics, Microfluidics And Mem's, Microfluidics Dielectrophoresis, Microfluidics Multi-Band Device, Microfluidics Nanosphere, Mouse Respiratory System, Oxygen, Oxygen Saturation, Reactive Oxygen Species, Respiratory & Pulmonary, Synovial Fluid

Category(s): Mechanical, Mechanical > Mechanical Systems, Therapeutics > Infectious Diseases > COVID

2022-268 a Novel Method to Capture Clinical Data and Automatically Upload to National Registries

Summary: UCLA researchers in the Department of Cardiac Surgery have developed a program that facilitates data entry of patient information and simplifies integration with the requirements of the Extracorporeal Life Support Organization (ELSO) that is user-friendly, quick, and robust to human error. Background: The Extracorporeal Life Support Organization...

Published: 7/19/2023 | Inventor(s): Peyman Benharash

Keywords(s): Big Data, Data Acquisition, Data Aggregator, Data Recovery, Data Structure, Digital Health, Global Health, Life Expectancy, Membranes, Oxygen, Oxygen Saturation, Public Health, Software, Software Development Tools

Category(s): Software & Algorithms, Software & Algorithms > Data Analytics