Multitask Deep Learning for Accurate Risk Stratification and Prediction of Next Steps for Coronary CT Angiography Patients.
Juan LuMohammed BennamounJonathon StewartJason Kamran EshraghianYanbin LiuBenjamin J. W. ChowFrank M. SanfilippoGirish DwivediPublished in: CoRR (2023)
Keyphrases
- deep learning
- coronary artery disease
- multi task
- x ray
- clinical setting
- coronary artery
- computed tomography
- multitask learning
- unsupervised learning
- cardiovascular disease
- ct images
- learning tasks
- medical imaging
- machine learning
- motion artifacts
- computer tomography
- weakly supervised
- three dimensional
- transfer learning
- feature selection
- d objects
- mental models
- medical images
- gaussian processes
- multi class
- active learning
- semi supervised
- e learning
- information gain
- text categorization
- computer vision