EHR-QC: A streamlined pipeline for automated electronic health records standardisation and preprocessing to predict clinical outcomes.
Yashpal RamakrishnaiahNenad MacesicGeoffrey I. WebbAnton Y. PelegSonika TyagiPublished in: J. Biomed. Informatics (2023)
Keyphrases
- electronic health records
- health information systems
- preprocessing
- clinical data
- clinical trials
- medical records
- medical data
- health informatics
- healthcare providers
- health care
- patient care
- patient data
- health data
- health records
- health information
- health information technology
- feature extraction
- clinical practice
- clinical guidelines
- computer assisted
- computer aided
- electronic medical record
- knowledge discovery
- raw data
- medical knowledge
- statistical analysis
- data warehouse
- metadata
- information systems
- health care providers
- information retrieval
- data mining