4.6 Article

Autostereoscopic 3D Augmented Reality Navigation for Laparoscopic Surgery: A Preliminary Assessment

Journal

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
Volume 70, Issue 4, Pages 1413-1421

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TBME.2022.3217481

Keywords

Surgery; Three-dimensional displays; Laparoscopes; Deformable models; Navigation; Point cloud compression; Solid modeling; Augmented reality; autostereoscopic visualization; laparoscopic surgery; surgical display; surgical navigation

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By using the CPD-based deformation registration algorithm and the proposed virtual view generation algorithm, we developed a deformable autostereoscopic 3D augmented reality (AR) navigation framework for laparoscopic surgery. The depth perception and user experience of the 3D AR navigation were evaluated compared with the 2D AR display using in-vitro porcine heart and offline clinical laparoscopic images. The results showed that autostereoscopic 3D AR provided a more consistent spatial perception and shorter measuring time than 2D AR, although the user experience was worse. Conclusion: Autostereoscopic 3D AR has the potential to improve surgical outcomes and shorten operating time, but image blur and distortion need to be addressed. The precise registration and fluent visualization requirements make autostereoscopic 3D AR navigation for soft tissue more challenging. Significance: This work lays the groundwork for further development of laparoscopic surgical navigation.
Objective: Since Augmented Reality (AR) and 3D visualization have proven to be of great significance to the safety and effectiveness of surgical outcomes, will autostereoscopic 3D AR without glasses bring new opportunities for surgical navigation of laparoscopic surgery? Methods: We used the CPD-based deformation registration algorithm and the proposed virtual view generation algorithm, realizing a deformable autostereoscopic 3D AR navigation framework for laparoscopic surgery. The depth perception and user experience of the 3D AR navigation were evaluated compared with the 2D AR display using an in-vitro porcine heart and offline clinical partial nephrectomy laparoscopic images. Results: The autostereoscopic 3D AR allowed participants to have a more consistent spatial perception as well as a shorter measuring time than 2D AR with significant difference of p < 0.05. It can also improve relative depth perception for smaller distance separation of objects < = 3.28 mm. However, the autostereoscopic 3D AR perceived a worse experience compared to 2D AR in the user experience. Conclusion: Autostereoscopic 3D AR shows a more efficient and robust sense of spatial scale than 2D AR with better potential to shorten the operating time and improve surgical outcomes than 2D AR, but image blur and distortion are issues that must be solved to improve the perception effect. High precise registration and high fluency visualization requirements could make autostereoscopic 3D AR navigation for soft tissue more challenging. Significance: Our work lays a theoretical foundation for the further development of laparoscopic surgical navigation.

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