Deep-Learning-based Segmentation of Organs-at-Risk in the Head for MR-assisted Radiation Therapy Planning.
László RuskóMarta E. CapalaVanda CzipczerBernadett KolozsváriBorbála Deák-KarancsiRenáta CzabányBence GyalaiTao TanZoltán VégváryEmoke BorzasiZsófia EgyüdRenáta KószóViktor PaczonaEmese FodorChad BobbCristina CozziniSandeep KaushikBarbara DarázsGerda M. VerduijnRachel PearsonRoss MaxwellHazel MccallumJuan Antonio Hernández TamamesKatalin HideghétySteven F. PetitFlorian WiesingerPublished in: BIOIMAGING (2021)
Keyphrases
- deep learning
- medical images
- therapy planning
- medical imaging
- patient specific
- unsupervised feature learning
- segmentation algorithm
- magnetic resonance
- image segmentation
- unsupervised learning
- mr images
- x ray
- machine learning
- decision support
- level set
- multiscale
- medical domain
- weakly supervised
- graph cuts
- image registration
- knowledge discovery
- decision making
- data mining
- energy function
- deformable models
- text mining
- mental models