MetaPred: Meta-Learning for Clinical Risk Prediction with Limited Patient Electronic Health Records.
Xi Sheryl ZhangFengyi TangHiroko H. DodgeJiayu ZhouFei WangPublished in: KDD (2019)
Keyphrases
- electronic health records
- meta learning
- clinical data
- clinical trials
- medical records
- medical data
- patient data
- patient care
- healthcare providers
- inductive learning
- learning tasks
- model selection
- machine learning algorithms
- health care
- prediction accuracy
- health data
- data mining
- health records
- clinical practice
- machine learning
- decision support system
- decision trees
- electronic medical record
- knowledge acquisition
- raw data
- knowledge discovery
- feature selection
- metamodel
- free text
- statistical analysis
- domain experts
- medical knowledge
- clinical guidelines
- information overload
- mr images
- database
- care delivery
- domain knowledge
- high dimensional
- support vector
- information retrieval
- real world
- data sets