Region of Interest focused MRI to Synthetic CT Translation using Regression and Classification Multi-task Network.
Sandeep KaushikMikael BylundCristina CozziniDattesh ShanbhagSteven F. PetitJonathan J. WyattMarion I. MenzelCarolin M. PirklBhairav MehtaVikas ChauhanKesavadas ChandrasekharanJoakim JonssonTufve NyholmFlorian WiesingerBjoern H. MenzePublished in: CoRR (2022)
Keyphrases
- region of interest
- medical images
- multi task
- regression problems
- ct images
- ct scans
- computed tomography
- medical imaging
- gaussian processes
- support vector
- learning tasks
- feature selection
- multi task learning
- model selection
- ct data
- cross validation
- multiple tasks
- machine learning
- supervised learning
- unsupervised learning
- regression model
- decision trees
- support vector machine
- machine learning algorithms
- learning problems
- text classification
- classification accuracy
- active learning
- feature vectors
- transfer learning
- natural images
- image classification
- feature set
- semi supervised
- image features
- multiple kernel learning
- high resolution
- sparse learning