Ensemble of Convolutional Neural Networks for Heart Segmentation.
Wilson FokKevin JamartJichao ZhaoJustin FernandezPublished in: STACOM@MICCAI (2018)
Keyphrases
- convolutional neural networks
- segmentation algorithm
- image segmentation
- cardiac mri
- level set
- neural network
- cardiac magnetic resonance
- segmentation accuracy
- segmentation method
- echocardiographic images
- object segmentation
- edge detection
- image analysis
- medical images
- convolutional network
- energy function
- image regions
- fully automatic
- training data
- ensemble methods
- training set
- learning algorithm
- image processing
- multiscale
- fully unsupervised
- segmented images
- ensemble learning
- intraoperative
- moving objects
- shape prior
- medical imaging
- multiresolution
- object detection