The classification of heartbeat PCG signals via transfer learning

• Main Authors: Almanifi, Omair Rashed Abdul Wareth, Mohd Azraai, Mohd Razman, Musa, Rabiu Muazu, Ahmad Fakhri, Ab. Nasir, Muhammad Yusri, Ismail, Anwar, P. P. Abdul Majeed
• Format: Conference or Workshop Item
• Language: English
• Published: Springer, Singapore 2021
• Subjects: T Technology (General); TJ Mechanical engineering and machinery; TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://umpir.ump.edu.my/id/eprint/33460/1/The%20classification%20of%20heartbeat%20PCG%20signals%20via.pdf; http://umpir.ump.edu.my/id/eprint/33460/; https://doi.org/10.1007/978-981-33-4597-3_5
• Institution: Universiti Malaysia Pahang

Cardiovascular auscultation is a process of listening to the sound of a heartbeat to pick up on any abnormalities. One of these abnormalities is heart murmurs, which are the result of blood turbulence, in or near the heart. Heart murmurs can be innocent, or they can indicate the existence of very se...