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PCGCleaner: Development and implementation of an R package for heart sound signal preprocessing

dc.contributor.authorFu, Mingzhou
dc.contributor.advisorSingh, Karandeep
dc.date.accessioned2020-09-14T19:44:31Z
dc.date.availableNO_RESTRICTIONen_US
dc.date.available2020-09-14T19:44:31Z
dc.date.issued2020
dc.date.submitted2020
dc.identifier.urihttps://hdl.handle.net/2027.42/162560
dc.description.abstractIn our present study, we focused on developing an R package, PCGCleaner, for the preprocessing of PCG signals. We replicated parts of a well-established algorithm for heart sound analysis in MATLAB code and translated them into R. We also implemented this tool on a heart sounds database established by the University of Michigan.en_US
dc.language.isoen_USen_US
dc.subjectR packageen_US
dc.subjectsignal processingen_US
dc.subjectheart auscultationen_US
dc.titlePCGCleaner: Development and implementation of an R package for heart sound signal preprocessingen_US
dc.typeThesis
dc.description.thesisdegreenameMaster of Science (MS)en_US
dc.description.thesisdegreedisciplineInformation, School ofen_US
dc.description.thesisdegreegrantorUniversity of Michiganen_US
dc.contributor.committeememberVydiswaran, VG Vinod
dc.identifier.uniqnamemzfuen_US
dc.description.bitstreamurlhttp://deepblue.lib.umich.edu/bitstream/2027.42/162560/1/Fu_Mingzhou_Final_MTOP_Thesis_20200527.pdfen_US
dc.owningcollnameDissertations and Theses (Ph.D. and Master's)


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