00823nam a22001697a 4500040003600000082001300036100001900049245010900068260003200177300003500209500004000244500011800284500004200402502005800444546001200502650013900514  cRiphah International University  a620bZAR  aZarish (55926)  aGenerative adversarial networks-based data augmentation framework for automated brain tumor segmentation  aLahoreb(unpublished)c2025  a62 p.b: ill.c; 29.2 cm.e+CD  aIncludes bibliographical references  aSubmitted in partial fulfilment of the requirement for the degree of Master of Science in Biomedical Engineering.  aThesis supervisor: Dr. Muhammad Zahid  aThesis (MS-BE)--Riphah International University, 2025  aEnglish  aBiomedical EngineeringvData augmentation vGenerative adversarialvMachine learningvTransfer learningvElectromyographvMS-BMEvRCST