Capturing Global Spatial Context for Accurate Cell Classification in Skin Cancer Histology.
Konstantinos Zormpas-PetridisHenrik FailmezgerIoannis RoxanisMatthew D. BlackledgeYann JaminYinyin YuanPublished in: COMPAY/OMIA@MICCAI (2018)
Keyphrases
- spatial context
- skin cancer
- malignant melanoma
- temporal context
- early detection
- classification accuracy
- feature vectors
- skin lesion
- contextual information
- feature space
- support vector
- feature extraction
- feature set
- image classification
- feature selection
- machine learning
- pigmented skin lesions
- spatial relationships
- spatial and temporal
- segmentation algorithm
- multiscale
- decision trees
- computer vision