Attention-guided residual W-Net for supervised cardiac magnetic resonance imaging segmentation
Objective With latest developments in deep learning approaches, automated, accurate, fast,
and generalized segmentation model for left atrium, left ventricle, right ventricle, and …
and generalized segmentation model for left atrium, left ventricle, right ventricle, and …
Integrating Deep Learning in Cardiology: A Comprehensive Review of Atrial Fibrillation, Left Atrial Scar Segmentation, and the Frontiers of State-of-the-Art Techniques
Atrial fibrillation (AFib) is the prominent cardiac arrhythmia in the world. It affects mostly the
elderly population, with potential consequences such as stroke and heart failure in the …
elderly population, with potential consequences such as stroke and heart failure in the …
How good nnU-Net for Segmenting Cardiac MRI: A Comprehensive Evaluation
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 …