CardioVision: A fully automated deep learning package for medical image segmentation and reconstruction generating digital twins for patients with aortic stenosis.
Amir RouhollahiJames Noel WilliSandra HaltmeierAlireza MehrtashRoss StraughanHoda JavadikasgariJonathan BrownAkinobu ItohKim I. de la CruzElena AikawaElazer R. EdelmanFarhad Rikhtegar NezamiPublished in: Comput. Medical Imaging Graph. (2023)
Keyphrases
- fully automated
- deep learning
- medical image segmentation
- medical images
- carotid artery
- statistical shape model
- fully automatic
- unsupervised learning
- manual segmentation
- machine learning
- medical image analysis
- level set method
- curve evolution
- medical imaging
- image segmentation
- high resolution
- image reconstruction
- three dimensional
- ct data
- weakly supervised
- mental models
- quantitative evaluation
- magnetic resonance imaging
- image analysis
- image registration
- feature extraction
- mr images
- semi supervised