SP-DiffDose: A Conditional Diffusion Model for Radiation Dose Prediction Based on Multi-Scale Fusion of Anatomical Structures, Guided by SwinTransformer and Projector.
Linjie FuXia LiXiuding CaiYingkai WangXueyao WangYu YaoYali ShenPublished in: CoRR (2023)
Keyphrases
- anatomical structures
- diffusion model
- multiscale
- medical images
- clinical applications
- radiation dose
- medical imaging
- anisotropic diffusion
- manual segmentation
- medical image analysis
- shape model
- information diffusion
- imaging modalities
- shape analysis
- edge detection
- natural images
- diffusion process
- wavelet coefficients
- x ray
- computed tomography
- diffusion tensor
- image segmentation
- machine learning
- wavelet transform