Deep Learning Image Processing Enables 40% Faster Spinal MR Scans Which Match or Exceed Quality of Standard of Care : A Prospective Multicenter Multireader Study.
S BashB JohnsonW GibbsT ZhangA ShankaranarayananL N TanenbaumPublished in: Clinical neuroradiology (2021)
DL enables 40% spine MRI scan time reduction while maintaining diagnostic integrity and image quality with perceived benefits in SNR and artifact reduction, suggesting potential for clinical practice utility.
Keyphrases
- image quality
- computed tomography
- deep learning
- contrast enhanced
- dual energy
- clinical practice
- magnetic resonance imaging
- healthcare
- quality improvement
- palliative care
- magnetic resonance
- depressive symptoms
- artificial intelligence
- mental health
- physical activity
- social support
- machine learning
- convolutional neural network
- risk assessment
- clinical trial
- human health
- affordable care act
- chronic pain
- pain management
- climate change