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Detection of patient-ventilator asynchrony from mechanical ventilation waveforms using a two-layer long short-term memory neural network

Lingwei Zhang, Kedong Mao, Kailiang Duan, Siqi Fang, Yunfei Lu, Qiang Gong, Fei Lü, Ye Jiang, Liuqing Jiang, Wenyao Fang, Xiaolin Zhou, Jimei Wang, Luping Fang, Huiqing Ge, Qing Pan

2020Computers in Biology and Medicine80 citationsDOI

Topics & Concepts

Computer scienceAsynchrony (computer programming)Artificial neural networkTerm (time)Artificial intelligenceDeep learningLayer (electronics)Mechanical ventilationMachine learningWaveformPattern recognition (psychology)MedicineAsynchronous communicationInternal medicineRadarChemistryOrganic chemistryTelecommunicationsComputer networkPhysicsQuantum mechanicsRespiratory Support and MechanismsPhonocardiography and Auscultation TechniquesNosocomial Infections in ICU
Detection of patient-ventilator asynchrony from mechanical ventilation waveforms using a two-layer long short-term memory neural network | Litcius