A Machine Learning-Based Approach for Identifying Atopic Dermatitis in Adults from Electronic Health Records.
Erin N. GustafsonAl'ona FurmanchukJennifer A. PachecoFiras H. WehbeKathryn L. JacksonAbel N. KhoWilliam ThompsonJonathan SilverbergPublished in: AMIA (2017)
Keyphrases
- electronic health records
- machine learning
- clinical data
- health data
- health care
- clinical trials
- data mining
- health records
- learning algorithm
- health information technology
- medical records
- information extraction
- natural language processing
- text mining
- free text
- knowledge discovery
- statistical analysis
- fine grained
- medical data
- knowledge representation
- natural language
- feature selection
- artificial intelligence
- information retrieval
- data sets