Automated ICD coding for primary diagnosis via clinically interpretable machine learning.
Xiaolin DiaoYanni HuoShuai ZhaoJing YuanMeng CuiYuxin WangXiaodan LianWei ZhaoPublished in: Int. J. Medical Informatics (2021)
Keyphrases
- machine learning
- clinically relevant
- clinical diagnosis
- coding scheme
- machine learning methods
- semi automated
- free text
- machine learning algorithms
- automatic diagnosis
- automated analysis
- medical diagnosis
- learning systems
- natural language processing
- computer vision
- learning algorithm
- knowledge representation
- fault detection
- inductive learning
- information extraction
- error control
- artificial intelligence
- feature selection
- explanation based learning
- knowledge base
- pattern recognition
- data analysis
- fault diagnosis
- supervised learning
- reinforcement learning
- inter frame
- machine learning approaches
- semi automatic
- support vector machine
- model based reasoning
- data preparation
- automated segmentation
- model selection
- text classification
- data mining