Clinical and dermoscopy image-based deep learning models for skin lesion diagnosis in clinical practice.
Mojeed Opeyemi OyedejiPublished in: Netw. Model. Anal. Health Informatics Bioinform. (2024)
Keyphrases
- clinical practice
- learning models
- skin lesion
- skin cancer
- malignant melanoma
- computer aided
- medical images
- digital image processing
- machine learning
- medical imaging
- loss function
- clinical setting
- early detection
- learning tasks
- semi supervised learning
- clinical trials
- learning problems
- learning algorithm
- early diagnosis
- medical knowledge
- dermoscopy images
- clinical decision support systems
- classification models
- conditional random fields
- medical practice
- anatomical structures
- automated segmentation
- imaging modalities
- supervised learning
- pairwise
- computer vision