A novel deep learning based neural network for heartbeat detection in ballistocardiograph

• Main Authors: Lu, Han, Zhang, Haihong, Lin, Zhiping, Ng, Soon Huat
• Other Authors: School of Electrical and Electronic Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2020
• Subjects: Engineering::Bioengineering; Engineering::Electrical and electronic engineering; Deep Learning; Heartbeat Detection
• Online Access: https://hdl.handle.net/10356/136679
• Institution: Nanyang Technological University

Ballistocardiography (BCG) is a revamped technology for cardiac function monitoring. Detecting individual heart beats in BCG remains a challenging task due to various artifacts and low signal-to-noise ratio, which are not well addressed by conventional approaches based on intuitive observations of B...