APRIL: Anatomical prior-guided reinforcement learning for accurate carotid lumen diameter and intima-media thickness measurement.
Sheng LianZhiming LuoCheng FengShaozi LiShuo LiPublished in: Medical Image Anal. (2021)
Keyphrases
- carotid artery
- vessel wall
- reinforcement learning
- ultrasound images
- deformable models
- medical images
- region growing
- fully automated
- multimedia
- completely automated
- three dimensional
- model free
- cross section
- high accuracy
- function approximation
- magnetic resonance imaging
- contrast enhanced
- high quality
- active shape model
- international workshop
- flow velocity
- markov decision processes
- optimal policy
- fully automatic
- active contours
- prior knowledge
- learning algorithm
- machine learning