A comprehensive review of computer-aided whole-slide image analysis: from datasets to feature extraction, segmentation, classification and detection approaches.
Xintong LiChen LiMd Mamunur RahamanHongzan SunXiaoqi LiJian WuYudong YaoMarcin GrzegorzekPublished in: Artif. Intell. Rev. (2022)
Keyphrases
- computer aided
- image analysis
- feature extraction
- feature extraction and classification
- pattern recognition
- computer aided diagnosis
- texture classification
- computer assisted
- image segmentation
- texture analysis
- feature vectors
- lung nodules
- discriminative classifiers
- feature selection
- feature space
- features extraction
- image processing
- support vector machine svm
- statistical classification
- classification accuracy
- computer aided design
- grey level co occurrence matrix
- image classification
- feature set
- object detection
- fracture detection
- medical images
- face recognition
- machine learning
- pigmented skin lesions
- diagnosis of breast cancer
- mammogram images
- early diagnosis
- remote sensing
- skin lesion
- level set
- dimensionality reduction methods
- decision trees
- texture feature extraction
- differential diagnosis
- prostate cancer
- text classification
- segmentation algorithm
- dimensionality reduction
- process planning
- pulmonary nodules
- cad systems
- computer vision
- capsule endoscopy
- extracted features