Publications by authors named "Niall O Moon"
Article Synopsis
- - The study developed a fully automated method to detect and localize the ascending (AA) and proximal descending (PDA) aorta in cardiovascular magnetic resonance (CMR) images, overcoming limitations of semi-automated techniques which required manual quality checks and localization.
- - The algorithm utilized several steps, including foreground segmentation and Random Forest classification, achieving high accuracy, with 99.4% for AA and 99.8% for PDA, and excellent agreement with manual assessments (Dice Similarity Coefficient > 0.9 for most cases).
- - The automated system proved effective in distinguishing usable scans from those with poor quality and demonstrated 100% accuracy in correctly detecting and localizing AA and PDA in a large dataset of
