Development of a Multi-Task Learning V-Net for Pulmonary Lobar Segmentation on Computed Tomography and Application to Diseased Lungs.
Marc Boubnovski MartellMitchell ChenKristofer Linton-ReidJoram M. PosmaSusan J. CopleyEric O. AboagyePublished in: CoRR (2021)
Keyphrases
- ct scans
- computed tomography
- multi task learning
- medical images
- medical imaging
- ct images
- airway tree
- x ray
- image reconstruction
- ct data
- multi task
- three dimensional
- machine learning
- gaussian processes
- lymph nodes
- learning tasks
- level set
- image analysis
- pattern recognition
- learning problems
- fracture detection
- segmentation method
- multi class
- video sequences
- feature extraction
- image processing
- computer vision
- learning algorithm