Multi-task deep learning for segmentation and landmark detection in obstetric sonography.
Michael B. AllanMohammad H. JafariNathan Van WoudenbergOron FrenkelDarra MurphyTracee WeeRob D'OrtenzioYong WuJames RobertsNaoya ShataniAng Nan GuSamira SojoudiPurang AbolmaesumiPublished in: Medical Imaging: Image-Guided Procedures (2022)
Keyphrases
- landmark detection
- deep learning
- multi task
- multi task learning
- learning tasks
- unsupervised learning
- machine learning
- multi class
- image segmentation
- feature selection
- transfer learning
- weakly supervised
- mental models
- learning problems
- multiscale
- level set
- active learning
- segmentation method
- segmentation algorithm
- information retrieval
- pairwise
- shape prior
- data mining
- natural images
- semi supervised