End-systole and end-diastole detection in short axis cine MRI using a fully convolutional neural network with dilated convolutions.
Manuel Pérez-PelegríJosé Vicente MonmeneuMaría Pilar López-LereuAlicia M. MaceiraVicente BodíDavid MoratalPublished in: Comput. Medical Imaging Graph. (2022)
Keyphrases
- long axis
- left ventricle
- short axis
- left ventricular
- magnetic resonance imaging
- fully automatic
- mri images
- cardiac mr images
- manual segmentation
- cardiac mri
- mri data
- mr images
- image analysis
- medical images
- detection algorithm
- convolutional neural network
- tagged mri
- machine learning
- image sequences
- cardiac magnetic resonance
- magnetic resonance
- object detection
- ground truth
- brain tissue
- active shape model
- pattern recognition