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A Novel Application of Spectrograms with Machine Learning Can Detect Patient Ventilator Dyssynchrony

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Patients in intensive care units are frequently supported by mechanical ventilation. There is increasing awareness of patient-ventilator dyssynchrony (PVD), a mismatch between patient respiratory effort and assistance provided by the ventilator, as a risk fact... ...