Machine Learning Aided Diagnosis of Diseases Without Clinical Gold Standard: A New Score for Laryngopharyngeal Reflux Disease Based on pH Monitoring.
Yuzhu GuoGang WangLianyong LiLei WangLipeng WangSimeng LiZhezhe SunChangmin QuHongdan LiuHaolun HanChangqing ZhongBingxin XuBaowei LiXinwei BaoYing ZhouXiaoli ZhangWei WuPublished in: IEEE Access (2020)
Keyphrases
- gold standard
- clinically relevant
- disease diagnosis
- machine learning
- diagnostic process
- cardiovascular disease
- semi automatic
- medical doctors
- ground truth
- early diagnosis
- monitoring system
- model based diagnosis
- patient data
- intensive care
- medical diagnosis
- clinical diagnosis
- medical practice
- medical practitioners
- disease progression
- medical decision making
- medical experts
- decision support system
- statistical methods
- medical knowledge
- vital signs
- medical treatment
- chronic disease
- critical care
- mechanical turk