Multi-task Localization and Segmentation for X-ray Guided Planning in Knee Surgery.
Florian KordonPeter FischerMaxim PrivalovBenedict SwartmanMarc SchnetzkeJochen FrankeRuxandra LasowskiAndreas K. MaierHolger KunzePublished in: CoRR (2019)
Keyphrases
- x ray
- multi task
- intraoperative
- medical imaging
- computer assisted
- multi task learning
- pre operative
- image guided
- learning tasks
- ct volume
- x ray images
- computer tomography
- segmentation algorithm
- minimally invasive
- image segmentation
- three dimensional
- digital x ray images
- learning problems
- left atrium
- clinical applications
- feature selection
- tomographic images
- segmentation method
- ct scans
- multi class
- imaging modalities
- electron microscopy
- medical images
- intra operatively
- multiscale
- transmission electron microscopy
- image analysis
- image denoising
- reinforcement learning
- energy function
- automatic segmentation
- transfer learning