Automated segmentation of cerebral deep gray matter from MRI scans: effect of field strength on sensitivity and reliability.
Renxin ChuShelley HurwitzShahamat TauhidRohit BakshiPublished in: BMC neurology (2017)
These results suggest somewhat higher sensitivity and reliability of DGM volumes obtained from 3T vs. 1.5T MRI. Further studies should assess the role of this 3T pipeline in tracking potential MS neurotherapeutic effects.
Keyphrases
- contrast enhanced
- magnetic resonance imaging
- deep learning
- computed tomography
- diffusion weighted imaging
- mass spectrometry
- multiple sclerosis
- machine learning
- convolutional neural network
- magnetic resonance
- high throughput
- ms ms
- subarachnoid hemorrhage
- risk assessment
- human health
- case control
- brain injury
- cerebral blood flow