Multimodal Learning for Cardiovascular Risk Prediction using EHR Data.
Ayoub BagheriT. Katrien J. GroenhofWouter B. VeldhuisPim A. de JongFolkert W. AsselbergsDaniel L. OberskiPublished in: CoRR (2020)
Keyphrases
- data sets
- prior knowledge
- learning algorithm
- data collection
- raw data
- background knowledge
- data analysis
- data processing
- input data
- multimodal data
- risk assessment
- synthetic data
- online learning
- image data
- decision making
- neural network
- data points
- data sources
- active learning
- prediction accuracy
- learning process
- data streams
- statistical methods
- learning tasks
- data mining
- learned models
- blood pressure