SSMD: Semi-Supervised Medical Image Detection with Adaptive Consistency and Heterogeneous Perturbation.
Hong-Yu ZhouChengdi WangHaofeng LiGang WangShu ZhangWeimin LiYizhou YuPublished in: CoRR (2021)
Keyphrases
- medical images
- semi supervised
- medical imaging
- medical diagnosis
- medical image segmentation
- ct images
- medical data
- semi supervised learning
- brain images
- region of interest
- medical image registration
- magnetic resonance imaging
- magnetic resonance images
- computed tomography
- soft tissue
- mr images
- magnetic resonance
- x ray images
- clinical practice
- imaging modalities
- medical image retrieval
- computer tomography
- clinical applications
- medical image fusion
- active learning
- multi view
- supervised learning
- multi modality
- labeled data
- object detection
- pairwise
- image processing
- feature selection