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There is now a CONTENT FREEZE for Mercury while we switch to a new platform. It began on Friday, March 10 at 6pm and will end on Wednesday, March 15 at noon. No new content can be created during this time, but all material in the system as of the beginning of the freeze will be migrated to the new platform, including users and groups. Functionally the new site is identical to the old one. webteam@gatech.edu
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Title: Robust Detection and Analysis of Cardio-Mechanical Signals Using Novel Synthetic Generation and Denoising Techniques
Committee:
Dr. Inan, Advisor
Dr. Heck, Chair
Dr. Kamaleswaran
Abstract: The objective of the proposed research focuses on (1) designing algorithms for enhancing cardiac information in SCG signals to detect cardiac events in real-time, and (2) designing deep denoising algorithms (based on auto-encoders) to remove external vibration noise such as walking, running, or vehicle vibrations from SCG signals.
