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Development and validation of AI-derived segmentation of four-chamber cine cardiac magnetic resonance.

Hosamadin AssadiSamer AlabedRui LiGareth MatthewsKavita KarunasaagararBahman KasmaiSunil NairZia MehmoodCiaran Grafton-ClarkePeter P SwobodaAndrew J SwiftJohn P GreenwoodVassilios S VassiliouSven PleinRob J van der GeestAndrew J Swift
Published in: European radiology experimental (2024)
• Four-chamber cine sequences remain one of the most informative acquisitions in CMR examination. • This deep learning-based, time-resolved, fully automated four-chamber volumetric, functional, and deformation analysis solution. • LV and RV were underestimated by four-chamber analysis compared to ground truth short-axis segmentation. • Correction bias for both LV and RV volumes by four-chamber segmentation, minimises the systematic bias.
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