Factoring 3D Convolutions for Medical Images by Depth-wise Dependencies-induced Adaptive Attention.
Na ZengJiansheng FangXingyue WangXiaoxi LuJingqi HuangHanpei MiaoJiang LiuPublished in: BIBM (2022)
Keyphrases
- medical images
- anatomical structures
- medical imaging
- image intensity
- deformable models
- mr images
- magnetic resonance imaging
- magnetic resonance
- imaging modalities
- brain images
- magnetic resonance images
- medical image analysis
- medical data
- computed tomography
- medical diagnosis
- soft tissue
- ct images
- medical image segmentation
- computer aided diagnosis
- biomedical images
- computer tomography
- pairwise
- region of interest
- x ray images
- ct data
- multiresolution
- segmentation of medical images
- clinical practice
- depth map
- input image
- mri images
- multi modality
- medical image retrieval
- multiscale
- medical databases
- multimodal medical images