A performance comparison of wheeze feature extraction methods for asthma severity levels classification

• Main Authors: Syamimi Mardiah, Shaharum, Sundaraj, Kenneth, Shazmin, Aniza, Palaniappan, Rajkumar, Helmy, Khaled
• 格式: Conference or Workshop Item
• 语言: English
• 出版: IEEE 2019
• 主题: TA Engineering (General). Civil engineering (General); TK Electrical engineering. Electronics Nuclear engineering
• 在线阅读: http://umpir.ump.edu.my/id/eprint/25686/1/A%20performance%20comparison%20of%20wheeze%20feature%20extraction%20methods%20.pdf; http://umpir.ump.edu.my/id/eprint/25686/; https://doi.org/10.1109/ICSGRC.2018.8657630

Asthma is a chronic disease that requires monitoring and treatment throughout the patient's lifetime. The common adventitious sounds related to asthma are wheezes. A study that has classified the severity of asthma using wheezes are still lacking in the field, therefore, the purpose of this wor...