Multimodal Machine Learning for Automated ICD Coding.
Keyang XuMike LamJingzhi PangXin GaoCharlotte BandPiyush MathurFrank PapayAshish K. KhannaJacek B. CywinskiKamal MaheshwariPengtao XieEric P. XingPublished in: MLHC (2019)
Keyphrases
- machine learning
- semi automated
- coding scheme
- machine learning methods
- pattern recognition
- machine learning algorithms
- decision trees
- artificial intelligence
- coding method
- multi modal
- information extraction
- text classification
- fully automated
- natural language processing
- audio visual
- explanation based learning
- automated analysis
- inductive learning
- learning tasks
- coding efficiency
- medical records
- data sets
- model selection
- knowledge acquisition
- computational intelligence
- knowledge discovery
- computer vision
- learning algorithm
- data mining
- statistical methods
- inductive logic programming
- free text
- supervised learning
- active learning
- feature selection