Convolutional neural networks for the automatic segmentation of lumbar paraspinal muscles in people with low back pain

HIGHLIGHTS

• who: E. O. Wesselink from the FacultyThe University, Chicago, IL, USA have published the paper: Convolutional neural networks for the automatic segmentation of lumbar paraspinal muscles in people with low back pain, in the Journal: Scientific Reports Scientific Reports
• what: The authors provide evidence for higher performance using 2D compared to 3D models and higher performance for models trained without data augmentation versus with data augmentation.
• how: While the authors explored 2D versus 3D CNN models other hyperparameters could influence the CNN u00adperformance19 and were not investigated in this study (e_g loss function . . .
  

   

  

  If you want to have access to all the content you need to log in!

  Thanks :)

  Username or Email

  Password

  Remember me

  Lost your password?

  If you don't have an account, you can create one here.