Cardiac MR: from theory to practice
Cardiovascular disease (CVD) is the leading single cause of morbidity and mortality,
causing over 17. 9 million deaths worldwide per year with associated costs of over $800 …
causing over 17. 9 million deaths worldwide per year with associated costs of over $800 …
LA-Net: A multi-task deep network for the segmentation of the left atrium
Although atrial fibrillation (AF) is the most common sustained atrial arrhythmia, treatment
success for this condition remains suboptimal. Information from magnetic resonance …
success for this condition remains suboptimal. Information from magnetic resonance …
Dynamic position transformation and boundary refinement network for left atrial segmentation
Left atrial (LA) segmentation is a crucial technique for diagnosing irregular heartbeat (ie,
atrial fibrillation). Most current methods for LA segmentation strictly assume that the input …
atrial fibrillation). Most current methods for LA segmentation strictly assume that the input …
High-Resolution Maps of Left Atrial Displacements and Strains Estimated with 3D CINE MRI and Unsupervised Neural Networks
The functional analysis of the left atrium (LA) is important for evaluating cardiac health and
understanding diseases like atrial fibrillation. Cine MRI is ideally placed for the detailed 3D …
understanding diseases like atrial fibrillation. Cine MRI is ideally placed for the detailed 3D …
A robust quality estimation method for medical image segmentation with small datasets
The quality check of automatic image analysis results is a necessity to eliminate poor
outcomes. There are few work on segmentation quality estimation when there is no …
outcomes. There are few work on segmentation quality estimation when there is no …
Segmentation of the left atrium and proximal pulmonary veins based on dimensional decomposition attention
G Zhang, T Liang, Y Li, K Liang, Z Gong… - … Journal of Imaging …, 2024 - Wiley Online Library
Pulmonary vein anatomical structure typing plays a crucial role in the preoperative
assessment and postoperative evaluation of lung tumor resection, atrial fibrillation radio …
assessment and postoperative evaluation of lung tumor resection, atrial fibrillation radio …
How good nnU-Net for Segmenting Cardiac MRI: A Comprehensive Evaluation
M Gunawardhana, F Xu, J Zhao - arXiv preprint arXiv:2408.06358, 2024 - arxiv.org
Cardiac segmentation is a critical task in medical imaging, essential for detailed analysis of
heart structures, which is crucial for diagnosing and treating various cardiovascular …
heart structures, which is crucial for diagnosing and treating various cardiovascular …
GSM-Net: A global sequence modelling network for the segmentation of short axis CINE MRI images
F Uslu - Computerized Medical Imaging and Graphics, 2023 - Elsevier
Atrial Fibrillation (AF) is a disease where the atria fail to properly contract but quiver instead,
due to the abnormal electrical activity of the atrial tissue. In AF patients, anatomical and …
due to the abnormal electrical activity of the atrial tissue. In AF patients, anatomical and …
PAT-CNN: Automatic Segmentation and Quantification of Pericardial Adipose Tissue from T2-Weighted Cardiac Magnetic Resonance Images
Background: Increased pericardial adipose tissue (PAT) is associated with many types of
cardiovascular disease (CVD). Although cardiac magnetic resonance images (CMRI) are …
cardiovascular disease (CVD). Although cardiac magnetic resonance images (CMRI) are …
Left atrium MRI image segmentation using efficient Xception stochastic depth based generative adversarial network
A Bhan, PS Mangipudi, A Goyal - International Journal of …, 2023 - Taylor & Francis
Globally, cardiovascular diseases are an important cause of death. The general underlying
mechanism of the key cardiovascular diseases is thrombus formation inside the blood …
mechanism of the key cardiovascular diseases is thrombus formation inside the blood …