Identifying Patients with Depression Using Free-text Clinical Documents.
Li ZhouAmy W. BaughmanVictor J. LeiKenneth H. LaiAmol S. NavatheFrank Y. ChangMargarita SordoMaxim TopazFeiran ZhongMadhavan MurraliShamkant B. NavatheRoberto A. RochaPublished in: MedInfo (2015)
Keyphrases
- free text
- patient records
- medical records
- information extraction
- semi structured documents
- medical information
- natural language processing
- structured data
- clinical guidelines
- computer assisted assessment
- semi structured
- plain text
- clinical data
- high risk
- heart disease
- machine learning
- clinical trials
- databases
- patient data
- electronic health records
- temporal aspects
- health care
- text mining
- web pages