WebThe contribution of this work is fourfold: (1) a method is described to create a consensus centerline with multiple observers, (2) well-defined measures are presented for the evaluation of coronary artery centerline extraction algorithms, (3) a database containing 32 cardiac CTA datasets with corresponding reference standard is described and made … WebMar 17, 2024 · The PyTorch re-implement of a 3D CNN Tracker to extract coronary artery centerlines with state-of-the-art (SOTA) performance. (paper: 'Coronary artery centerline extraction in cardiac CT angiography using a CNN-based orientation classifier')
Robust and accurate coronary artery centerline extraction in …
WebCoronary artery centerline extraction in cardiac CT angiography using a CNN-based orientation classifier Wolterink, Jelmer M., Hamersvelt, Robbert W.van, Viergever, Max A., Leiner, Tim, Išgum, Ivana Jan 2024 in Medical Image Analysis 51 p. 46-60 WebNov 25, 2024 · The experimental results show that the method can accurately extract the blood vessel center line, direction vector and other information in the coronary angiography image without manual intervention, and can be used in the computer-assisted diagnosis and treatment process of clinical cardiovascular disease. Published in: IEEE Access ( … skf thrust ball bearing
Ivana Isgum - Image Sciences Institute
WebResults: The performance of the aorta localization procedure was demonstrated by a success rate of 100% in 75 images. The success rate and accuracy of centerline extraction was quantitatively evaluated on 48 coronary arteries in 12 images by comparing extracted centerlines with a manually annotated reference standard. WebFeb 11, 2024 · The PyTorch re-implement of a 3D CNN Tracker to extract coronary artery centerlines with state-of-the-art (SOTA) performance. (paper: 'Coronary artery centerline extraction in cardiac CT angiography using a CNN-based orientation classifier') WebOct 7, 2024 · a coronary artery, a tracker follows the vessel centerline in two directions using the predictions of the CNN. Tracking is terminated when no direction can be … swag football equipment