Heart chamber segmentation from CT using convolutional neural networks.
James D. DormerLing MaMartin T. HalicekCarolyn M. ReillyEduard SchreibmannBaowei FeiPublished in: Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2018)
Keyphrases
- convolutional neural networks
- medical images
- medical imaging
- image segmentation
- segmentation algorithm
- image slices
- multiscale
- segmentation method
- three dimensional
- level set
- mri images
- x ray
- fully automatic
- ct images
- computed tomography
- computer tomography
- brain mri
- inter patient
- mri brain
- echocardiographic images
- white blood
- left atrium
- region growing
- lung nodules
- cardiac motion
- brain tumors
- x ray images
- magnetic resonance images
- active contours
- facial expressions
- convolutional network
- ct and mr images
- multiresolution