A Machine Learning-Based Approach for Automatic Coronary Sinus Vein Segmentation and Anatomy Reconstruction.
Aleksandr SinitcaMikhail ChmelevskyStepan ZubarevAleksandr ShirshinArsenii DokuchaevMargarita BudanovaChiara ArduinoSvyatoslav KhamzinAnastasia BazhutinaSergei RudWerner RainerPublished in: CinC (2023)
Keyphrases
- machine learning
- medical images
- fully automatic
- three dimensional
- cardiac ct
- imaging modalities
- image segmentation
- level set
- infrared images
- segmentation algorithm
- x ray
- segmentation method
- image reconstruction
- computed tomography angiography
- region growing
- computer tomography
- low contrast
- medical imaging
- positron emission tomography
- intra subject
- computed tomography
- shape prior
- semi automatic
- anatomical structures
- ct images
- edge detection
- intravascular ultrasound
- high resolution
- learning algorithm
- medical image analysis
- energy function
- infrared
- computer vision