Technical Brief: Automatic Classification of Foot Examination Findings Using Clinical Notes and Machine Learning.
Serguei V. S. PakhomovPenny L. HansonSusan S. BjornsenSteven A. SmithPublished in: J. Am. Medical Informatics Assoc. (2008)
Keyphrases
- automatic classification
- machine learning
- automatic detection
- learning systems
- machine learning algorithms
- wide variety
- decision trees
- case study
- automatically classify
- image dataset
- machine learning methods
- pattern recognition
- empirical evidence
- information extraction
- natural language processing
- text mining
- computational intelligence
- data mining
- inductive logic programming
- machine learning approaches
- data analysis
- supervised learning
- web page classification
- features extraction
- feature selection
- inductive learning
- learning algorithm
- explanation based learning
- semi structured interviews
- reinforcement learning
- artificial intelligence
- computer vision
- learning styles
- knowledge acquisition
- natural language
- knowledge discovery
- active learning
- information technology