A Scalable Workflow to Build Machine Learning Classifiers with Clinician-in-the-Loop to Identify Patients in Specific Diseases.
Jingqing ZhangAtri SharmaLuis BolanosTong LiAshwani TanwarVibhor GuptaYike GuoPublished in: CoRR (2022)
Keyphrases
- machine learning
- machine learning methods
- machine learning algorithms
- decision trees
- machine learning approaches
- clinical data
- supervised classification
- training set
- training data
- support vector
- feature selection
- petri net
- web services
- information extraction
- knowledge acquisition
- data mining
- diagnostic tool
- learning tasks
- naive bayes
- statistical analysis
- decision support system
- text mining
- support vector machine
- active learning
- training samples
- decision support
- medical data
- patient data
- medical knowledge
- multiple classifier systems
- clinically relevant
- diabetes mellitus
- medical doctors
- colorectal cancer