00916nam a22001697a 4500040003600000082001300036100003000049245013800079260003700217300004000254500014600294500004100440500007900481502005700560546001200617650011700629 cRiphah International University a004bSHA aShahzad Ahmad Khan (2677) aUtility of synthesis data for cardiovascular diseases generated through generative adversarial networks (GANs)ban experimental study aIslamabad b(Unpublished) c2021 axi, 84 p.b: ill. c; 30 cm. e+CD  aSubmitted in partial fulfillment of the requirements for the degree of Master of Science in Software Engineering to the Faculty of Computing. aIncludes bibliographical references. aThesis supervisor: Dr. Musharraf Ahmed Co-supervisor: Ma'am Hajra Murtaza  aThesis (M.S.)--Riphah International University, 2021 aEnglish aSoftware engineeringvElectronic health recordvSynthetic data generationvMachine learning vGenerator lossvFC