Classification of Chest X-ray Images Based on Superpixels and Deep Learning Models.
Saichao LuYingmei QinYanqiu CheHaibing GuoPublished in: CISP-BMEI (2022)
Keyphrases
- x ray images
- learning models
- lung nodules
- x ray
- classification models
- superpixels
- machine learning
- machine learning algorithms
- medical images
- chest radiographs
- loss function
- feature vectors
- single view
- decision trees
- conditional random fields
- feature selection
- classification accuracy
- feature space
- feature extraction
- semi supervised learning
- segmentation method
- learning algorithm
- training data
- training set
- learning tasks
- class labels
- support vector machine
- unsupervised learning
- support vector
- text classification
- image classification
- information retrieval
- data sets
- segmentation algorithm
- dimensionality reduction
- supervised learning
- probabilistic model