Automatic biplane left ventricular ejection fraction estimation with mobile point-of-care ultrasound using multi-task learning and adversarial training.
Mohammad H. JafariHany GirgisNathan Van WoudenbergZhibin LiaoRobert RohlingKen GinPurang AbolmaesumiTerasa TsangPublished in: Int. J. Comput. Assist. Radiol. Surg. (2019)
Keyphrases
- multi task learning
- left ventricular
- multi task
- fully automatic
- learning tasks
- mri data
- gaussian processes
- high order
- transfer learning
- learning problems
- theoretical analysis
- semi automatic
- supervised learning
- left ventricle
- learning algorithm
- motion analysis
- multi class
- image analysis
- training set
- motion tracking
- machine learning algorithms
- higher order
- displacement field
- image processing