A deep-learning framework for metacarpal-head cartilage-thickness estimation in ultrasound rheumatological images.
Maria Chiara FiorentinoEdoardo CipollettaEmilio FilippucciWalter GrassiEmanuele FrontoniSara MocciaPublished in: Comput. Biol. Medicine (2022)
Keyphrases
- deep learning
- image data
- image database
- image features
- ground truth
- multiple images
- test images
- medical images
- image retrieval
- input image
- computer vision
- unsupervised learning
- object recognition
- pairwise
- image classification
- level set
- segmentation algorithm
- reinforcement learning
- region of interest
- automatic segmentation
- multiscale
- machine learning
- unsupervised feature learning