Search Results - brian+hill

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2020-862 Early Prediction of Mechanical Ventilation Need in COVID-19 Patients Using Clinician-Constrained Decision Trees

SUMMARYUCLA researchers in the Department of Computer Science have developed a tree model with machine learning to determine the need for mechanical ventilators, which is important during a shortage of mechanical ventilators in a hospital.BACKGROUNDMechanical ventilation is used to help a patient breath when they find it difficult to breathe on their...

Published: 7/19/2023 | Inventor(s): Elior Rahmani, Brian Hill, Zeyuan (Johnson) Chen, Eran Halperin, Vladimir Manuel

Keywords(s):

Category(s): Software & Algorithms > Programs

2019-872 Methods and Apparatus to Impute Physiological Signals and Derivative Absolute Values in Real-Time Using Machine Learning Approaches from Independent Data Sources

SUMMARYResearchers led by Drs. Maxime Cannesson and Eran Halperin at UCLA have developed a way to predict arterial blood pressure waveforms using EKG and SpO2 waveforms.BACKGROUNDMonitoring and measuring vital physiological signals like arterial blood pressure (ABP) is critical for successful surgery. Ideally these types of signals should be measured...

Published: 7/19/2023 | Inventor(s): Maxime Cannesson, Brian Hill, Eran Halperin, Ira Hofer, Nadav Rakocz

Keywords(s): Advanced Computing / AI, Anesthesiology, Artifical Intelligence (Machine Learning, Data Mining), Bioinformatics, Digital Health, Hospital Systems And Devices, Monitoring And Recording Systems, Signal Processing, Simulation & Modeling, Software, Software & Algorithms

Category(s): Medical Devices > Monitoring And Recording Systems, Platforms > Diagnostic Platform Technologies, Software & Algorithms > Data Analytics, Software & Algorithms > Bioinformatics, Software & Algorithms > Programs