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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

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Category(s): Software & Algorithms > Programs