A Comprehensive Review of Computer-aided Whole-slide Image Analysis: from Datasets to Feature Extraction, Segmentation, Classification, and Detection Approaches.
Chen LiXintong LiMd Mamunur RahamanXiaoyan LiHongzan SunHong ZhangYong ZhangXiaoqi LiJian WuYudong YaoMarcin GrzegorzekPublished in: CoRR (2021)
Keyphrases
- computer aided
- image analysis
- feature extraction
- feature extraction and classification
- pattern recognition
- computer aided diagnosis
- features extraction
- discriminative classifiers
- statistical classification
- image segmentation
- diagnosis of breast cancer
- image classification
- texture analysis
- feature vectors
- lung nodules
- support vector machine svm
- computer aided design
- image processing
- feature selection
- computer assisted
- skin lesion
- fracture detection
- pigmented skin lesions
- dimensionality reduction methods
- texture classification
- dimensionality reduction
- mammogram images
- dermoscopy images
- decision trees
- gabor filters
- image registration
- support vector machine
- classification accuracy
- feature space
- texture feature extraction
- machine learning
- grey level co occurrence matrix
- medical imaging
- text classification
- medical images
- feature set
- computer vision