Machine Learning Based Prediction of Incident Cases of Crohn's Disease Using Electronic Health Records from a Large Integrated Health System.
Julian HugoSusanne IbingFlorian BorchertJan-Philipp SachsJudy ChoRyan C. UngaroErwin P. BöttingerPublished in: AIME (2023)
Keyphrases
- electronic health records
- machine learning
- clinical data
- health care
- health data
- health records
- health information systems
- health informatics
- medical data
- medical records
- health information
- clinical trials
- health information technology
- artificial intelligence
- health related
- electronic medical record
- information overload
- information extraction
- knowledge acquisition
- knowledge representation
- patient care
- text mining
- learning algorithm
- health care providers
- knowledge discovery
- natural language processing
- image data
- structured data
- case based reasoning
- database
- original data