Automated Deep Learning-based Segmentation of Brain, SEEG and DBS Electrodes on CT Images.
Vanja VlasovMarie BofferdingLoïc MarxChencheng ZhangJorge M. GonçalvesAndreas HuschFrank HertelPublished in: Bildverarbeitung für die Medizin (2021)
Keyphrases
- ct images
- deep learning
- anatomical knowledge
- pet images
- medical images
- ct scans
- medical imaging
- automated segmentation
- pet ct
- lung nodules
- computed tomography
- computer tomography
- fracture detection
- brain images
- traumatic brain injury
- unsupervised learning
- vessel segmentation
- machine learning
- ground glass opacity
- segmentation algorithm
- human brain
- x ray
- lung parenchyma
- region of interest
- fully automatic
- mr images
- segmentation method
- level set
- positron emission tomography
- image segmentation
- pulmonary nodules
- lymph nodes
- medical image segmentation
- mental models
- weakly supervised
- magnetic resonance imaging
- brain imaging
- left ventricle
- x ray images
- computer aided
- image analysis