Deep Learning-Based Segmentation of Pleural Effusion from Ultrasound Using Coordinate Convolutions.
Germain MorilhatNaomi KifleSandra FinesilverSmithBram RuijsinkVittoria VerganiHabtamu Tegegne DesitaZerubabel Tegegne DesitaEsther Puyol-AntónAaron CarassAndrew P. KingPublished in: DeCaF/FAIR@MICCAI (2022)
Keyphrases
- deep learning
- unsupervised feature learning
- unsupervised learning
- image segmentation
- multiscale
- machine learning
- level set
- ultrasound images
- segmentation method
- deep architectures
- mental models
- medical images
- segmentation algorithm
- energy function
- learning strategies
- weakly supervised
- shape prior
- domain specific
- probabilistic model
- pattern recognition
- reinforcement learning
- feature selection