Stacked Denoising Autoencoders for Mortality Risk Prediction Using Imbalanced Clinical Data.
Zakhriya AlhassanDavid BudgenRiyad AlshammariTahani DaghstaniA. Stephen McGoughNoura Al MoubayedPublished in: ICMLA (2018)
Keyphrases
- denoising
- clinical data
- patient outcomes
- medical data
- acute myocardial infarction
- patient data
- image processing
- raw data
- statistical analysis
- risk factors
- medical knowledge
- intensive care unit
- electronic health records
- clinical information
- domain experts
- clinical decision making
- real patient data
- knowledge discovery
- liver disease
- cancer patients
- patient records
- intensive care
- data sources
- risk assessment
- risk management
- early detection
- mr images
- high risk
- information retrieval
- clinical databases
- general purpose
- knowledge base
- artificial intelligence