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Physiological Validation of Current Machine Learning Models for Hemodynamic Instability in Humans

Mayo Clinic · 2021
ClinicalTrials.gov · Datasets · License: Public Domain · 2021
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This study will be collecting data on participants undergoing lower body negative pressure (LBNP) to simulate progressive blood loss. The goal of the study is to collect data to allow for development of an algorithm with machine learning to predict blood pressure responses to hyporvolemia by analyzing the arterial waveforms collected during LBNP.
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