Unlocking the Power of EHRs: Harnessing Unstructured Data for Machine Learning-based Outcome Predictions.
Mohammad NoaeenSomayeh AminiShveta BhaskerZohreh GhezelsefliAisha AhmedOmid JafarinezhadZahra Shakeri Hossein AbadPublished in: EMBC (2023)
Keyphrases
- unstructured data
- machine learning
- structured data
- textual data
- semi structured
- big data
- information extraction
- information management
- relational databases
- structured and unstructured data
- natural language processing
- data warehouse
- electronic health records
- data mining
- data sets
- supervised learning
- semi structured data
- raw data
- active learning
- artificial intelligence
- feature selection
- knowledge representation
- semi supervised learning
- decision support system
- text mining
- data sources
- case study
- decision support
- learning algorithm
- data management
- database