Computation of Total Kidney Volume from CT Images in Autosomal Dominant Polycystic Kidney Disease Using Multi-task 3D Convolutional Neural Networks.
Deepak KeshwaniYoshiro KitamuraYuanzhong LiPublished in: MLMI@MICCAI (2018)
Keyphrases
- ct images
- multi task
- convolutional neural networks
- computed tomography
- multi task learning
- chronic obstructive pulmonary disease
- medical images
- learning tasks
- ct scans
- medical imaging
- multislice
- learning problems
- pet ct
- multi class
- early detection
- treatment planning
- region of interest
- contrast agent
- transfer learning
- fracture detection
- volume rendering
- machine learning algorithms
- active learning