Novel adversarial semantic structure deep learning for MRI-guided attenuation correction in brain PET/MRI.
Hossein ArabiGuodong ZengGuoyan ZhengHabib ZaidiPublished in: European journal of nuclear medicine and molecular imaging (2019)
The proposed DL-AdvSS approach demonstrated competitive performance with respect to the state-of-the-art atlas-based technique achieving clinically tolerable errors, thus outperforming the commercial segmentation approach used in the clinic.
Keyphrases
- deep learning
- contrast enhanced
- magnetic resonance imaging
- convolutional neural network
- diffusion weighted imaging
- computed tomography
- artificial intelligence
- primary care
- positron emission tomography
- white matter
- resting state
- machine learning
- single cell
- pet ct
- emergency department
- cerebral ischemia
- adverse drug
- quality improvement