Net: Atlas-Based Semi-Supervised Organ Segmentation Network With Multi-Task Learning for Medical Images.
Huimin HuangQingqing ChenLanfen LinMing CaiQiaowei ZhangYutaro IwamotoXianhua HanAkira FurukawaShuzo KanasakiYen-Wei ChenRuofeng TongHongjie HuPublished in: IEEE J. Biomed. Health Informatics (2022)
Keyphrases
- medical images
- multi task learning
- medical image analysis
- computer aided diagnosis
- semi supervised
- organ segmentation
- liver segmentation
- multi task
- medical image segmentation
- anatomical structures
- medical imaging
- image intensity
- deformable models
- ct data
- gaussian processes
- ct images
- mr images
- imaging modalities
- computed tomography
- magnetic resonance images
- medical diagnosis
- learning tasks
- semi supervised learning
- learning problems
- region of interest
- supervised learning
- transfer learning
- unlabeled data
- multi view
- high order
- higher order
- image registration
- fully automatic
- image guided
- machine learning