MCDNet - A Denoising Convolutional Neural Network to Accelerate Monte Carlo Radiation Transport Simulations: A Proof of Principle With Patient Dose From X-Ray CT Imaging.
Zhao PengHongming ShanTianyu LiuXi PeiGe WangX. George XuPublished in: IEEE Access (2019)
Keyphrases
- monte carlo
- x ray
- ct imaging
- convolutional neural network
- ct scans
- denoising
- radiation dose
- low dose
- computer tomography
- medical imaging
- computed tomography
- face detection
- image denoising
- image processing
- x ray images
- markov chain
- intraoperative
- noisy images
- automated segmentation
- three dimensional
- ct data
- radiation doses
- projection images
- cone beam
- treatment planning
- cone beam ct
- treatment plan
- ct images
- radiation therapy
- small animal
- medical image analysis
- particle filter
- object detection