Deep Learning for Segmentation Using an Open Large-Scale Dataset in 2D Echocardiography.
Sarah LeclercErik SmistadJoão PedrosaAndreas ØstvikFrederic CervenanskyFlorian EspinosaTorvald EspelandErik Andreas Rye BergPierre-Marc JodoinThomas GrenierCarole LartizienJan D'hoogeLasse LøvstakkenOlivier BernardPublished in: IEEE Trans. Medical Imaging (2019)
Keyphrases
- deep learning
- unsupervised learning
- unsupervised feature learning
- restricted boltzmann machine
- image segmentation
- machine learning
- level set
- segmentation algorithm
- shape prior
- multiscale
- segmentation method
- mental models
- pattern recognition
- medical images
- deep architectures
- image processing
- feature selection
- data mining