Detection of Ovarian Tumors in Obstetric Ultrasound Imaging Using Logistic Regression Classifier With an Advanced Machine Learning Approach.
Zheng ZhangYibo HanPublished in: IEEE Access (2020)
Keyphrases
- logistic regression
- decision trees
- ultrasound images
- machine learning
- ultrasound imaging
- chi square test
- support vector
- fold cross validation
- linear support vector machines
- feature selection
- multilabel classification
- naive bayes
- learning algorithm
- logistic regression models
- loss function
- odds ratio
- support vector machine
- speckle noise
- linear svm
- training data
- text classification
- training set
- semi supervised learning
- feature set
- information extraction
- data mining
- breast cancer
- receiver operating characteristic
- classification trees
- edge detection
- feature space
- radial basis function
- text categorization
- data sets
- maximum likelihood
- classification accuracy
- computer vision