A Comprehensive Evaluation Framework for Synthetic ECG: Assessing Fidelity, Utility, and Privacy

dc.contributor.authorLi, Yixin
dc.date.accessioned2026-05-08T18:22:10Z
dc.date.available2026-05-08T18:22:10Z
dc.date.issued2026-05-08
dc.date.submitted2026-04-30
dc.description.abstractsynthetic time-series data synthetic data generation privacy-enhancing technology time-series data evaluation electrocardiogram dynamic time warping membership inference attacks
dc.identifier.urihttps://hdl.handle.net/10012/23276
dc.language.isoen
dc.pendingfalse
dc.publisherUniversity of Waterlooen
dc.titleA Comprehensive Evaluation Framework for Synthetic ECG: Assessing Fidelity, Utility, and Privacy
dc.typeMaster Thesis
uws-etd.degreeMaster of Science
uws-etd.degree.departmentSchool of Public Health Sciences
uws-etd.degree.disciplinePublic Health Sciences
uws-etd.degree.grantorUniversity of Waterlooen
uws-etd.embargo.terms0
uws.contributor.advisorChen, Hen
uws.contributor.affiliation1Faculty of Health
uws.peerReviewStatusUnrevieweden
uws.published.cityWaterlooen
uws.published.countryCanadaen
uws.published.provinceOntarioen
uws.scholarLevelGraduateen
uws.typeOfResourceTexten

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