Deep learning for temporal data representation in electronic health records: A systematic review of challenges and methodologies.
Feng XieHan YuanYilin NingMarcus Eng Hock OngMengling FengWynne HsuBibhas ChakrabortyNan LiuPublished in: J. Biomed. Informatics (2022)
Keyphrases
- data representation
- deep learning
- systematic review
- electronic health records
- empirical studies
- unsupervised learning
- machine learning
- dimensionality reduction
- clinical data
- real world
- mental models
- medical data
- health care
- medical records
- pattern recognition
- learning strategies
- weakly supervised
- xml documents
- databases