Self-Path: Self-Supervision for Classification of Pathology Images With Limited Annotations.
Navid Alemi KoohbananiBalagopal UnnikrishnanSyed Ali KhurramPavitra KrishnaswamyNasir M. RajpootPublished in: IEEE Trans. Medical Imaging (2021)
Keyphrases
- image classification
- image data
- image annotation
- image database
- preprocessing stage
- image analysis
- three dimensional
- input image
- image regions
- image features
- pattern recognition
- thematic mapper
- feature extraction
- support vector machine svm
- image collections
- fractal dimension
- image set
- image understanding
- semantic annotation
- skin lesion
- test images
- fully automatic
- edge detection
- segmentation method
- segmentation algorithm
- text classification
- feature vectors
- image retrieval
- feature space
- decision trees
- machine learning
- high resolution computed tomography
- semantic labels
- text queries
- annotated images
- visual similarity
- handwritten digits
- texture analysis
- ground truth
- support vector machine
- object recognition
- computer vision