Abstract
Summary: Preoperative understanding of the running pattern of blood vessels is an important factor to approach surgical fields safely. In 2 cases where the vascular abnormalities were estimated, we projected the blood vessels onto the surgical field using an augmented reality device HoloLens. A splint was made to allow the patient to be fixed while undergoing computed tomographic angiography. Three-dimensional (3D) data on the blood vessels, skin surfaces, bones, and the 3 chosen points for alignment were segmented and then projected onto the body surfaces as holograms using the HoloLens. Two types of projection for holograms were used: projection type 1—where the body contours were projected as a line, and projection type 2—where the body surface was projected as meshed skin type. By projecting projection type 2 rather than projection type 1, we gained a better understanding of the 3D anatomic findings and deformation characteristics, including the anatomic blood vessel variation and positional relationships between the organs and body surfaces. To some extent, we could make sure that the depth perception can be obtained by recognizing the bone, vessels, or tumor inside the meshed skin surface. Our new method allows the 3D visualization of blood vessels from the body surface, and helps understand the 3D anatomic variation of the blood vessels to be applied as long as the blood vessels can be visualized.
INTRODUCTION
Preoperative understanding of the running pattern of blood vessels is an important factor to approach surgical fields safely. In particular, anatomic positional abnormalities of the blood vessels may accompany cases with congenital anomalies or those in which multiple operations have been performed. By identifying these abnormalities, complications such as bleeding by injury to the vessels could be prevented.
Computed tomographic angiography (CTA)1,2 has enabled peripheral blood vessels to be visualized precisely, and 3D images of blood vessels, body surfaces, and bones may be evaluated. Augmented reality (AR) is a technology that combines computer-generated images on a screen with a real object or scene.3 Because of the lack of a shifting viewpoint through the use of a goggle-type device, the AR technology enables comparison between a visible organ and its corresponding simulated image. However, it is difficult to judge the actual distance of organs from the body surface because internal organs are projected onto body surfaces. Problems such as those related to depth perception remain in medical AR.4–10
In 2 cases where the vascular abnormalities were estimated, we projected the blood vessels onto the surgical field using an AR device (HoloLens; Microsoft Corp., Redmond, Wash.). We described these in Results and Discussion sections of this report.
MATERIALS AND METHODS
We previously reported on the usefulness of intraoperative body surface evaluation using AR devices.11 In addition, we developed a 3-point registration application for alignment between the entity and the holograms.12 Preoperatively, 3 points were chosen to serve as references for alignment and marked on body surfaces near the surgical field (Fig. 1). A splint was made to allow the patient to be fixed, ensuring that the surgical field would remain in the same position as that during surgery. Moreover, the same splint was fitted to the patient undergoing CTA. For body areas where creation of a splint is not applicable, we can cope with by deciding the positions of the 3 points for alignment.4 Digital Imaging and Communication in Medicine data on the blood vessels, skin surfaces, and bones, and those from the 3 chosen points, were obtained from the CTA. The data were segmented using free 3D image analysis software (3D Slicer) and were processed using free 3D computer graphics software (Blender) (Fig. 2). The data were then projected onto the body surfaces as holograms, using the HoloLens combined with our application.4 Two different types of holograms were projected: projection type 1 (body contour type)—in which the application was set to project the body contours as a yellow line (Fig. 3), and projection type 2 (meshed skin type) —in which the body surface was processed to be composed of almost uniform tetrahedral polygons, using free software (Instant Meshes; Interactive Geometry Lab, Zurich, Switzerland) (Fig. 4).
RESULTS
Regarding type 1 (body contour type), a 13-year-old adolescent girl presented with macrodactyly of the right foot. We planned to reduce the volume of the fourth metatarsal and proximal phalanx and to shorten the distal and proximal phalanx. Holograms were displayed on the body surfaces (Fig. 3). (See Video 1 [online], which displays holograms being projected on the body surfaces in projection type 1 and type 2.) Because we judged that previous approach carried a risk of vascular injury, the surgical plan was changed to make a new incision.
Regarding type 2 (meshed skin type), a 67-year-old woman presented with malignant peripheral nerve sheath tumor in the right forearm. We planned for tumor resection and reconstruction with a free anterolateral thigh flap. Holograms were displayed on the body surfaces (Fig. 4). (See Video 1 [online], which displays holograms being projected on the body surfaces in projection type 1 and type 2.)
On projecting meshed skin-type holograms, we could easily identify the resection range of the tumor and determine the recipient vessel of the free flap. Compared with type 1, we gained a better understanding of the 3D anatomic findings and deformation characteristics, including the anatomical blood vessel variation and positional relationships between the organs and body surfaces. To some extent, we could make sure the depth perception can be obtained by recognizing the bone, the vessels, or the tumor inside the mesh skin surface.
DISCUSSION
Doppler ultrasonography and computed tomographic angiography are common methods for evaluating blood vessels; it is difficult to understand the overall image of blood vessels and the 3D positional relationship between blood vessels and body surfaces in the actual surgical field. Our new method allows the 3D visualization of the blood vessels to be applied even for complex vascular abnormalities as long as the blood vessels can be visualized by CTA. The use of free software for image processing minimizes costs but can perform complicated processing of the peripheral blood vessels.
The AR technology has recently been used to visualize organs and tumors during surgery.13–16 Evaluations of the perforating artery of free flaps have also been performed on body surfaces.17–19 Our method is projecting 3D images obtained by CTA. In principle, our method should enable us to visualize blood vessels as long as we can recognize them by CTA. Recently, it has become possible to visualize very thin perforating branches of 0.3–1.6 mm using ultra-high-resolution CT. However, further analysis must be done.20–22
Problems such as those related to depth perception remain in medical AR.12–17 It is difficult to judge the actual distance of organs from the body surface because internal organs are projected onto body surfaces. Sielhorst et al7 suggested that one of the best visualization modes for interacting with a 3D model in medical AR is to use a virtual window. A virtual window14–16 that could be overlaid onto the skin of the patient and partially occlude the organs would enhance the perceptive information regarding depth.
In type 1 projection, only the outline of the body is displayed, whereas in type 2 projection, the entire body surface is displayed in a mesh shape. That is, in the type 2, a 3D body surface form can be recognized by seeing the structure through the mesh. Therefore, it is considered that the 3-dimensional positional relationship with organs, including blood vessels, anatomical findings, and deformation characteristics, is easy to understand. In addition, we could make sure that the depth perception can be made.
CONCLUSION
Our method allows visualization of the running pattern of blood vessels from the body surface, and helps understand the 3D anatomic variation of the blood vessels.
Footnotes
Published online 11 August 2020.
Disclosure: The authors have no financial interest to declare in relation to the content of this article.
Related Digital Media are available in the full-text version of the article on www.PRSGlobalOpen.com.
REFERENCES
- 1.Masia J, Kosutic D, Clavero JA, et al. Preoperative computed tomographic angiogram for deep inferior epigastric artery perforator flap breast reconstruction. J Reconstr Microsurg. 2010;26:21–28. [DOI] [PubMed] [Google Scholar]
- 2.Piorkowski JR, DeRosier LC, Nickerson P, et al. Preoperative computed tomography angiogram to predict patients with favorable anatomy for superficial inferior epigastric artery flap breast reconstruction. Ann Plast Surg. 2011;66:534–536. [DOI] [PubMed] [Google Scholar]
- 3.Azuma RT. A survey of augmented reality. Presence Teleop Virt. 1997;6:355–385. [Google Scholar]
- 4.Michael B, Henry F, Ohbuchi R. Merging virtual objects with the real world: seeing ultrasound imagery within the patient. Comput Graph. 1992;26:203–210. [Google Scholar]
- 5.Bajura M, Fuchs H, Ohbuchi R. Merging virtual objects with the real world: seeing ultrasound imagery within the patient. ACM Press. 1992;26:203–210. [Google Scholar]
- 6.Wang J, Suenaga H, Yang L, et al. Video see-through augmented reality for oral and maxillofacial surgery. Int J Med Robot. 2017;13:e1754. [DOI] [PubMed] [Google Scholar]
- 7.Sielhorst T, Bichlmeier C, Heining SM, et al. Depth perception—a major issue in medical AR: evaluation study by twenty surgeons. Med Image Comput Comput Assist Interv. 2006;9(Pt 1):364–372. [DOI] [PubMed] [Google Scholar]
- 8.Bichlmeier C, Nvab N. Virtual window for improved depth perception in medical AR. 2006International workshop on augmented environments for medical imaging including augmented reality in computer-aided surgery (AMI-ARCS) October 1-6, Copenhagen, Denmark, [Google Scholar]
- 9.De Paolis LT, De Luca V. Augmented visualization with depth perception cues to improve the surgeon’s performance in minimally invasive surgery. In: Med Biol Eng Comput. 2019;57:995–1013. [DOI] [PubMed] [Google Scholar]
- 10.Choi H, Cho B, Masamune K, et al. An effective visualization technique for depth perception in augmented reality-based surgical navigation. Int J Med Robot. 2016;12:62–72. [DOI] [PubMed] [Google Scholar]
- 11.Mitsuno D, Ueda K, Itamiya T, et al. Intraoperative evaluation of body surface improvement by an augmented reality system that a clinician can modify. Plast Reconstr Surg Glob Open. 2017;5:e1432. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Mitsuno D, Ueda K, Hirota Y, et al. Effective application of mixed reality device HoloLens: simple manual alignment of surgical field and holograms. Plast Reconstr Surg. 2019;143:647–651. [DOI] [PubMed] [Google Scholar]
- 13.Chan JYK, Holsinger FC, Liu S, et al. Augmented reality for image guidance in transoral robotic surgery. J Robot Surg. 2019. [Epub ahead of print]. [DOI] [PubMed] [Google Scholar]
- 14.Kersten-Oertel M, Gerard I, Drouin S, et al. Augmented reality in neurovascular surgery: feasibility and first uses in the operating room. Int J Comput Assist Radiol Surg. 2015;10:1823–1836. [DOI] [PubMed] [Google Scholar]
- 15.Singh P, Alsadoon A, Prasad PWC, et al. A novel augmented reality to visualize the hidden organs and internal structure in surgeries. Int J Med Robot. 2019;8:e2055. [DOI] [PubMed] [Google Scholar]
- 16.Carl B, Bopp M, Saß B, et al. Augmented reality in intradural spinal tumor surgery. Acta Neurochir (Wien). 2019;161:2181–2193. [DOI] [PubMed] [Google Scholar]
- 17.Pratt P, Ives M, Lawton G., et al. Through the HoloLens looking glass: augmented reality for extremity reconstruction surgery using 3D vascular models with perforating vessels. Eur Radio Exp. 2018;2:2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Hummelink S, Schultze Kool LJ, Ulrich DJ. Displaying inguinal lymph nodes before transplantation in a deep inferior epigastric perforator flap breast reconstruction using an innovative projection method. J Plast Reconstr Aesthet Surg. 2016;69:376–380. [DOI] [PubMed] [Google Scholar]
- 19.Gacto-Sánchez P, Sicilia-Castro D, Gómez-Cía T, et al. Use of a three-dimensional virtual reality model for preoperative imaging in DIEP flap breast reconstruction. J Surg Res. 2010;162:140–147. [DOI] [PubMed] [Google Scholar]
- 20.Kumamaru KK, Hoppel BE, Mather RT, et al. CT angiography: current technology and clinical use. Radiol Clin North Am. 2010;48:213, vii–235, vii. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Feng S, Min P, Grassetti L, et al. A prospective head-to-head comparison of color Doppler ultrasound and computed tomographic angiography in the preoperative planning of lower extremity perforator flaps. Plast Reconstr Surg. 2016;137:335–347. [DOI] [PubMed] [Google Scholar]
- 22.He Y, Jin SF, Zhang ZY, et al. A prospective study of medial sural artery perforator flap with computed tomographic angiography-aided design in tongue reconstruction. J Oral Maxillofac Surg. 2014;72:2351–2365. [DOI] [PubMed] [Google Scholar]