Skin lesion segmentation in clinical images using deep learning.
Mohammad H. JafariNader KarimiEbrahim Nasr-EsfahaniShadrokh SamaviS. Mohamad R. SoroushmehrKevin R. WardKayvan NajarianPublished in: ICPR (2016)
Keyphrases
- skin lesion
- deep learning
- segmentation algorithm
- segmentation method
- automatically segmented
- image analysis
- pigmented skin lesions
- computer aided
- skin cancer
- test images
- edge detection
- image regions
- digital image processing
- automated segmentation
- malignant melanoma
- multiple images
- bounding box
- image features
- multiple objects
- early detection
- segmented images
- input image
- ground truth
- object recognition
- image segmentation
- pairwise
- color features
- mental models
- segmentation accuracy
- quantitative evaluation
- clinical applications
- machine learning
- similarity measure