Investigating the impacts of weather and personalisation on asthma exacerbations using machine learning

• 主要な著者: Haque, Radiah, Ho, Sin-Ban, Chai, Ian, Abdullah, Adina
• フォーマット: Conference or Workshop Item
• 出版事項: Association for Computing Machinery 2022
• 主題: R Medicine
• オンライン･アクセス: http://eprints.um.edu.my/43517/; https://www.scopus.com/inward/record.uri?eid=2-s2.0-85132303761&doi=10.1145%2f3524304.3524332&partnerID=40&md5=b80f0ddb7ba4591f7def7d7324a4c69a

This paper reports the results of investigating the impacts of weather and personalisation on asthma exacerbations. Additionally, several machine learning classification algorithms were applied and evaluated to develop an intelligent mHealth solution that can offer accurate personalised estimations...