2013 · 12 citations · 10 references
ComputingComputer ScienceHealth InformaticsArtificial IntelligenceMachine LearningProcess ControlBlood Pressure ControlBlood Pressure ManagementBlood Pressure RegulationNeural Control SystemsNeural NetworksNeural Signal ProcessingBlood PressureIntelligent ControlNeural Network PredictionNitroprusside TherapyPid Control DesignSimulation StudiesSystolic Blood Pressure
This paper presents an intelligent control approach for Blood Pressure (BP) system using PID-Neural Network (PIDNN). This paper discusses the use of PIDNN to optimize the regulation of Mean Arterial Pressure (MAP) through the infusion of Sodium Nitroprusside (SNP). Multi-layer Perception (MLP) is used as Neural Network pattern predictor. Simulation studies based on a sensitive model of MAP shows that the proposed approach is able provide a good performance.
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