A CT-based deep learning system for automatic assessment of aortic root morphology for TAVI planning.
Simone SaittaFrancesco SturlaRiccardo GorlaOmar A. OlivaEmiliano VottaFrancesco BedogniAlberto RedaelliPublished in: Comput. Biol. Medicine (2023)
Keyphrases
- deep learning
- automatic assessment
- aortic valve
- aortic valve implantation
- ct data
- computed tomography
- unsupervised learning
- patient specific
- automatic analysis
- intraoperative
- contrast enhanced
- beating heart
- machine learning
- minimally invasive
- contrast agent
- ct images
- image processing
- pre operative
- medical images
- automatic segmentation
- image reconstruction
- x ray
- ct scans
- medical imaging
- magnetic resonance imaging
- object recognition
- multiscale