Registration and fusion quantification of augmented reality based nasal endoscopic surgery

被引:48
作者
Chu, Yakui [1 ]
Yang, Jian [1 ]
Ma, Shaodong [1 ]
Ai, Danni [1 ]
Li, Wenjie [1 ]
Song, Hong [3 ]
Li, Liang [2 ]
Chen, Duanduan [4 ]
Chen, Lei [2 ]
Wang, Yongtian [1 ]
机构
[1] Beijing Inst Technol, Sch Opt & Elect, Beijing Engn Res Ctr Mixed Real & Adv Display, Beijing 100081, Peoples R China
[2] Chinese Peoples Liberat Army Gen Hosp, Dept Otolaryngol Head & Neck Surg, Beijing 100853, Peoples R China
[3] Beijing Inst Technol, Sch Software, Beijing 100081, Peoples R China
[4] Beijing Inst Technol, Sch Life Sci, Beijing 100081, Peoples R China
基金
美国国家科学基金会;
关键词
Endoscope; Image-guided surgery; Augmented reality; Image registration; Fusion; Optical tracking; NAVIGATION SYSTEM; SURGICAL NAVIGATION; CT; ACCURACY; VISUALIZATION; SOFT;
D O I
10.1016/j.media.2017.08.003
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper quantifies the registration and fusion display errors of augmented reality-based nasal endoscopic surgery (ARNES). We comparatively investigated the spatial calibration process for front-end endoscopy and redefined the accuracy level of a calibrated endoscope by using a calibration tool with improved structural reliability. We also studied how registration accuracy was combined with the number and distribution of the deployed fiducial points (FPs) for positioning and the measured registration time. A physically integrated ARNES prototype was customarily configured for performance evaluation in skull base tumor resection surgery with an innovative approach of dynamic endoscopic vision expansion. As advised by surgical experts in otolaryngology, we proposed a hierarchical rendering scheme to properly adapt the fused images with the required visual sensation. By constraining the rendered sight in a known depth and radius, the visual focus of the surgeon can be induced only on the anticipated critical anatomies and vessel structures to avoid misguidance. Furthermore, error analysis was conducted to examine the feasibility of hybrid optical tracking based on point cloud, which was proposed in our previous work as an in-surgery registration solution. Measured results indicated that the error of target registration for ARNES can be reduced to 0.77 +/- 0.07 mm. For initial registration, our results suggest that a trade-off for a new minimal time of registration can be reached when the distribution of five FPs is considered. For in-surgery registration, our findings reveal that the intrinsic registration error is a major cause of performance loss. Rigid model and cadaver experiments confirmed that the scenic integration and display fluency of ARNES are smooth, as demonstrated by three clinical trials that surpassed practicality. (C) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:241 / 256
页数:16
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