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Objective Aimed at the problems that the costs of existing ECG data compression methods is high,and they are difficult to apply in engineering practice,a sort BP neural network is set up based on ECG data compression method.Methods Based on BP network theory,two three-layered feedforward neural networks were set up.Then every one heartbeat was divided into three waves,that is,P,QRS and T ones,and the three waves were compressed by two three-layered feedforward neural network individually.In order to improve the replay capability and interference rejection capability of the neural network compress algorithm,incompletely connected structure is employed.Results The method could realize high compress ratio,and improve the replay capability and interference rejection capability of the heartbeat waves.Conclusion Upon with the heartbeat signals,the method can filter and compress waves effectively,and can be used in engineering practice as well.
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Being expert,sensitive and quick-responding,biosensor is widely applied in medicine domain.Theis paper briefly introduces the structure and characteristics of biosensors,analyzes the framework and principle of some types of biosensors and their applications in the biomedicine engineering,and discusses the recent research evolvement,development trend and application prospects.
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Objective To explore the effect of distributed parallel-computing on the time of resampling of digitized human with different amounts of client.Methods Computers were randomly divided into one group of serial-computing and five groups of parallel-computing,and the same data of digitized human was resampled by each group.The resampling time of clients and server in each group,speedup of parallel-computing were compared.Results Compared with the group of serial-computing,the time of resampling of the groups of parallel-computing decreased greatly(P
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Objective To transmit and browse DICOM images in HIFU remote diagnosis system in Web.Methods Mix-patterned programming of.NET and VC++ was used to create a multi-layers architecture.Results The online compression and web browsing of DICOM images were realized.Conclusion Treatment can be livingly played back and suggestions were proposed for doctors.Medical service in high quality can be provided for remote patients.[Chinese Medical Equipment Journal,2008,29(3):39-41]