Integrating Medical Code Descriptions and Building Text Classification Models for Diagnostic Decision Support.
Rui TangZhaowei ZhuHaishen YaoYanxuan LiXingzhi SunGang HuGuotong XieYichong LiPublished in: ICHI (2022)
Keyphrases
- classification models
- decision support
- clinical decision support systems
- medical diagnosis
- decision support system
- diagnostic imaging
- decision trees
- cancer treatment
- medical diagnostic
- training data
- natural language descriptions
- decision makers
- disease diagnosis
- diagnostic tests
- therapy planning
- decision making
- data warehouse
- feature selection
- software quality classification
- diagnostic process
- diagnostic systems
- models built
- feature set
- business intelligence
- neural network
- database
- expert systems
- attribute selection
- free text
- case study
- databases
- data mining
- k nearest neighbor
- genetic algorithm
- knn
- training set
- feature extraction