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Joint Reconstruction and Registration Using Level Sets: Application to the Computer-Aided Ablation of Atrial Fibrillation

机译:使用水平集的联合重建和注册:应用于心房颤动的计算机辅助消融

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A novel surface reconstruction algorithm based on a variational framework using the level set method is proposed and its application to atrial fibrillation (AF) treatment is presented in this work. The need of reconstructing the cardiac surface from multi-modality data with magnetic resonance imaging (MRI) and computer tomography (CT) for surgical AF treatment is first explained. An implicit form of the cardiac surface is analytically derived by optimizing an energy functional that takes into account the distance between the surface and electroanatomic mapping (EAM) data and its similarity to a prior shape model. This problem is then solved numerically. The resultant algorithm allows non-rigid deformation to occur in the reconstruction of the cardiac surface. Promising numerical and experimental results show the potential of the proposed approach.
机译:提出了一种基于使用水平集法的变分框架的新型表面重建算法,并在这项工作中提出了应用于心房颤动(AF)处理的应用。首先解释首先从具有磁共振成像(MRI)和电脑断层扫描(CT)的多模态数据重建心脏表面的需要进行手术AF治疗的需要。通过优化考虑表面和电灭制映射(EAM)数据的距离及其与先前形状模型的相似性的能量功能来分析心脏表面的隐式形式。然后在数值上解决这个问题。所得到的算法允许在心脏表面的重建中发生非刚性变形。有前途的数值和实验结果表明了所提出的方法的潜力。

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