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: CoRR (2021)
Keyphrases
- data representation
- deep learning
- electronic health records
- systematic review
- empirical studies
- clinical data
- unsupervised learning
- dimensionality reduction
- mental models
- machine learning
- real world
- clinical trials
- medical records
- health care
- xml documents
- xml schema
- medical data
- decision making
- weakly supervised
- computer vision
- health information
- data mining
- training set
- image processing
- feature selection
- databases