Multi-resolution convolutional neural networks for fully automated segmentation of acutely injured lungs in multiple species.
Sarah E. GerardJacob HerrmannDavid W. KaczkaGuido MuschAna Fernandez-BustamanteJoseph M. ReinhardtPublished in: Medical Image Anal. (2020)
Keyphrases
- fully automated
- fully automatic
- multiresolution
- convolutional neural networks
- manual segmentation
- segmentation accuracy
- semi automated
- segmentation algorithm
- completely automated
- semi automatic
- medical images
- automated segmentation
- hierarchical representation
- labor intensive
- low contrast
- region growing
- medical imaging
- segmentation method
- segmented images
- coarse to fine
- level set
- convolutional network