Accurate classification of nodules and non-nodules from computed tomography images based on radiomics and machine learning algorithms.
Xiaofang ZhangBin ZhangXiaomin LiuJie DongShujun ZhaoSuxiao LiPublished in: Int. J. Imaging Syst. Technol. (2022)
Keyphrases
- machine learning algorithms
- accurate classification
- computed tomography images
- benchmark data sets
- ct images
- learning algorithm
- machine learning
- predictive accuracy
- ct scans
- classification algorithm
- supervised learning
- machine learning methods
- automatic segmentation
- decision trees
- learning problems
- random forests
- computer aided diagnosis
- classification accuracy
- machine learning models
- computed tomography
- learning models
- machine learning approaches
- feature selection
- neural network