3 papers
eess.IV2025
Segmenting Bi-Atrial Structures Using ResNext Based Framework
Malitha Gunawardhana, Mark L Trew, Gregory B Sands +1
Atrial Fibrillation (AF), the most common sustained cardiac arrhythmia worldwide, increasingly requires accurate bi-atrial structural assessment to guide ablation strategies, parti…
eess.IV2025
How good nnU-Net for Segmenting Cardiac MRI: A Comprehensive Evaluation
Malitha Gunawardhana, Fangqiang Xu, Jichao Zhao
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…
eess.IV2025
Integrating Deep Learning in Cardiology: A Comprehensive Review of Atrial Fibrillation, Left Atrial Scar Segmentation, and the Frontiers of State-of-the-Art Techniques
Malitha Gunawardhana, Anuradha Kulathilaka, Jichao Zhao
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…