• Deep learning-based image synthesis methods generate synthetic T1-weighted imaging from CT scans. • The equivalence of synthetic T1-weighted imaging and conventional MRI for quantitative brain assessment was investigated. • Synthetic T1-weighted imaging can provide more information per scan and be used in preoperative diagnosis and radiotherapy.
Keyphrases
- contrast enhanced
- magnetic resonance imaging
- computed tomography
- magnetic resonance
- high resolution
- deep learning
- diffusion weighted imaging
- dual energy
- white matter
- resting state
- radiation therapy
- positron emission tomography
- patients undergoing
- early stage
- network analysis
- machine learning
- healthcare
- multiple sclerosis
- blood brain barrier
- social media
- brain injury
- functional connectivity
- squamous cell carcinoma
- health information
- clinical evaluation