Improving Human Sperm Head Morphology Classification With Unsupervised Anatomical Feature Distillation.
Yejia ZhangJingjing ZhangXiaomin ZhaYiru ZhouYunxia CaoDanny Z. ChenPublished in: ISBI (2022)
Keyphrases
- feature vectors
- unsupervised learning
- unsupervised classification
- supervised learning
- pattern recognition
- automatic classification
- supervised classification
- partially supervised
- classification method
- classification accuracy
- classification algorithm
- feature space
- feature extraction
- pattern classification
- support vector machine svm
- classification models
- medical images
- image classification
- feature set
- support vector machine
- three dimensional
- image processing
- feature weights
- face detection
- unsupervised clustering
- discriminative features
- preprocessing stage
- unsupervised methods
- feature representation
- classification scheme
- pointwise mutual information
- human subjects
- classification rules
- mr images
- class labels
- data sets
- model selection
- text classification
- active learning
- training set
- preprocessing
- feature selection