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Biomechanically Driven Registration of Pre- to Intra-Operative 3D Images for Laparoscopic Surgery

机译:腹腔镜手术前术前3D图像的生物力学驱动的登记

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Minimally invasive laparoscopic surgery is widely used for the treatment of cancer and other diseases. During the procedure, gas insufflation is used to create space for laparoscopic tools and operation. Insufflation causes the organs and abdominal wall to deform significantly. Due to this large deformation, the benefit of surgical plans, which are typically based on pre-operative images, is limited for real time navigation. In some recent work, intra-operative images, such as cone-beam CT or interventional CT, are introduced to provide updated volumetric information after insufflation. Other works in this area have focused on simulation of gas insufflation and exploited only the pre-operative images to estimate deformation. This paper proposes a novel registration method for pre- and intra-operative 3D image fusion for laparoscopic surgery. In this approach, the deformation of pre-operative images is driven by a biomechanical model of the insufflation process. The proposed method was validated by five synthetic data sets generated from clinical images and three pairs of in vivo CT scans acquired from two pigs, before and after insufflation. The results show the proposed method achieved high accuracy for both the synthetic and real insufflation data.
机译:微创腹腔镜手术广泛用于治疗癌症和其他疾病。在手术过程中,气体吹塑用于为腹腔镜工具和操作产生空间。吹气使器官和腹壁显着变形。由于这种大变形,通常基于术前图像的外科计划的益处是有限的实时导航。在最近的一些工作中,引入了术语帧内图像,例如锥形光束CT或介入CT,以在吹入后提供更新的体积信息。该地区的其他作品专注于仿真气体吹入,并仅利用预先进行的图像来估计变形。本文提出了一种用于腹腔镜手术的术前和术中3D图像融合的新颖注册方法。在这种方法中,预操作图像的变形是由吹蛋过程的生物力学模型驱动的。所提出的方法由从临床图像产生的五种合成数据集验证,并在灌注之前和之后从两只猪获得的三对体内CT扫描。结果表明,所提出的方法为合成和真实吹入数据实现了高精度。

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