The Fast and Accurate Approach to Detection and Segmentation of Melanoma Skin Cancer using Fine-tuned Yolov3 and SegNet Based on Deep Transfer Learning.
Mohamad TaghizadehKarim MohammadiPublished in: CoRR (2022)
Keyphrases
- transfer learning
- skin cancer
- fine tuned
- automated segmentation
- pigmented skin lesions
- dermoscopy images
- malignant melanoma
- skin lesion
- early detection
- fine tuning
- segmentation method
- image analysis
- labeled data
- machine learning
- active learning
- semi supervised learning
- transfer knowledge
- reinforcement learning
- automated analysis
- manual segmentation
- cross domain
- automated detection
- medical images
- image segmentation
- early diagnosis
- collaborative filtering
- segmentation accuracy
- domain specific
- computer aided
- text categorization
- data sets
- level set
- segmentation algorithm
- machine learning algorithms
- early stage
- fully automated
- target domain
- text mining
- information extraction
- pairwise
- ct images
- similarity measure
- learning algorithm
- digital image processing