Gigapixel Whole-Slide Images Classification Using Locally Supervised Learning.
Jingwei ZhangXin ZhangKe MaRajarsi GuptaJoel H. SaltzMaria VakalopoulouDimitris SamarasPublished in: MICCAI (2) (2022)
Keyphrases
- supervised learning
- image classification
- supervised classification
- three dimensional
- input image
- ground truth
- image data
- image database
- pattern recognition
- image registration
- machine learning
- class labels
- unsupervised learning
- image analysis
- training data
- image features
- classification accuracy
- image matching
- object recognition
- training set
- supervised machine learning
- handwritten digits
- hyperspectral images
- image set
- test images
- decision trees
- skin lesion
- multiresolution
- data sets
- fractal dimension
- preprocessing stage
- image retrieval
- training samples
- edge detection
- feature points
- text classification
- image annotation
- feature vectors
- multiscale
- feature set
- image quality
- image collections
- segmentation algorithm
- region of interest
- model selection
- classification method
- image regions
- computer vision