A review of deep learning models and online healthcare databases for electronic health records and their use for health prediction.
Nurul Athirah NasarudinFatma Al JasmiRichard O. SinnottNazar ZakiHany Al AshwalElfadil A. MohamedMohd Saberi MohamadPublished in: Artif. Intell. Rev. (2024)
Keyphrases
- electronic health records
- learning models
- databases
- health records
- health information systems
- clinical data
- healthcare providers
- health care
- health information technology
- health information
- health data
- loss function
- machine learning
- clinical trials
- medical records
- health informatics
- learning algorithm
- semi supervised learning
- database
- medical data
- machine learning algorithms
- learning tasks
- health care providers
- conditional random fields
- learning problems
- patient care
- information systems
- knowledge discovery
- classification models
- data sources
- decision trees
- information overload
- information extraction