Towards fully automated machine learning and processing of ballistocardiograph signal for heartbeat detection

• Main Author: Zhang, Shiyu
• Other Authors: Lin Zhiping
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Electrical and electronic engineering::Electronic systems::Signal processing
• Online Access: https://hdl.handle.net/10356/141320
• Institution: Nanyang Technological University

Cardiovascular diseases are the leading cause of death globally, and ballistocardiogram (BCG) provides a promising and alternative approach to early detection and monitoring of certain pathological signals. While accurate and precise heartbeat detection is the prerequisite for BCG-based clinical sol...