Sound based wheeze signal detection using ELM algorithm

• Main Author: Udomsangpetch, Karn
• Other Authors: Huang Guangbin
• Format: Final Year Project
• Language: English
• Published: 2012
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Signal processing
• Online Access: http://hdl.handle.net/10356/49708
• Institution: Nanyang Technological University

Wheezing is a prevalent symptom found in most patients suffering from obstructive respiratory disease such as asthma. Traditional methods used in identifying wheezes are mostly manual and heavily rely on the physician subjective judgment. Not only do such methods prove to be time-consuming and ineff...