An enhanced machine learning approach for effective prediction of IgA nephropathy patients with severe proteinuria based on clinical data.
Yaozhe YingLuhui WangShuqing MaYun ZhuSimin YeNan JiangZongyuan ZhaoChenfei ZhengYangping ShentuYunting WangDuo LiJi ZhangChaosheng ChenLiyao HuangDeshu YangYing ZhouPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- clinical data
- medical data
- machine learning
- patient data
- clinical information
- knowledge discovery
- statistical analysis
- cancer patients
- medical knowledge
- raw data
- emergency department
- electronic medical record
- electronic health records
- patient records
- mr images
- domain experts
- clinical databases
- clinical decision making
- data mining
- natural language processing
- information extraction
- data analysis
- liver disease
- patient outcomes
- data sets
- diabetes mellitus
- heart failure
- clinical data sets
- acute myocardial infarction