Interpretable Chronic Kidney Disease Risk Prediction from Clinical Data Using Machine Learning.
Vijay Simha Reddy ChennareddySantosh TirunagariSenthilkumar MohanDavid WindridgeYashaswini BallaPublished in: MIWAI (2023)
Keyphrases
- clinical data
- machine learning
- heart failure
- medical data
- knowledge discovery
- patient data
- statistical analysis
- raw data
- clinical information
- electronic health records
- clinical decision making
- medical knowledge
- domain experts
- patient records
- decision trees
- knowledge acquisition
- artificial intelligence
- clinical databases
- general purpose
- information extraction
- real patient data
- cancer patients
- data analysis
- information systems
- reinforcement learning
- early detection
- acute myocardial infarction
- information retrieval
- clinical data sets
- electronic medical record
- natural language processing
- prior knowledge
- data sources
- knowledge representation
- health care
- databases
- medical images
- text mining