On preserving anatomical detail in statistical shape analysis for clustering: focus on left atrial appendage morphology

IntroductionStatistical shape analysis (SSA) with clustering is often used to objectively define and categorise anatomical shape variations. However, studies until now have often focused on simplified anatomical reconstructions, despite the complexity of studied anatomies. This work aims to provide...

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Auteurs principaux:	Matthew T. Lee, Vincenzo Martorana, Rafizul Islam Md, Raphael Sivera, Andrew C. Cook, Leon Menezes, Gaetano Burriesci, Ryo Torii, Giorgia M. Bosi
Format:	Artigo
Langue:	Inglês
Publié:	Frontiers Media S.A. 2024-10-01
Collection:	Frontiers in Network Physiology
Sujets:	statistical shape analysis hierarchical clustering left atrial appendage (LAA) atrial fibrillation principal component analysis -PCA clustering performance evaluation
Accès en ligne:	https://www.frontiersin.org/articles/10.3389/fnetp.2024.1467180/full
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