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<article article-type="article-commentary" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Surg.</journal-id>
<journal-title>Frontiers in Surgery</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Surg.</abbrev-journal-title>
<issn pub-type="epub">2296-875X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fsurg.2023.1218308</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Surgery</subject>
<subj-group>
<subject>General Commentary</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Commentary: Augmented reality in neurosurgery, state of art and future projections. A systematic review</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes"><name><surname>Willett</surname><given-names>Andrew</given-names></name>
<xref ref-type="corresp" rid="cor1">&#x002A;</xref><uri xlink:href="https://loop.frontiersin.org/people/2182671/overview"/></contrib>
<contrib contrib-type="author"><name><surname>Haq</surname><given-names>Mohammad</given-names></name></contrib>
<contrib contrib-type="author"><name><surname>Holland</surname><given-names>Joseph</given-names></name></contrib>
<contrib contrib-type="author"><name><surname>Bridwell</surname><given-names>Elizabeth</given-names></name></contrib>
</contrib-group>
<aff><institution>University of Louisville School of Medicine, Center for Health Process and Innovation, Bluegrass Biodesign, Louisville, KY, United States</institution></aff>
<author-notes>
<fn fn-type="edited-by"><p><bold>Edited by:</bold> Philipp Taussky, Harvard Medical School, United States</p></fn>
<fn fn-type="edited-by"><p><bold>Reviewed by:</bold> Alexander Thomas Yahanda, Washington University in St. Louis, United States</p></fn>
<corresp id="cor1"><label>&#x002A;</label><bold>Correspondence:</bold> Andrew Willett <email>acwill25@louisville.edu</email></corresp>
</author-notes>
<pub-date pub-type="epub"><day>30</day><month>06</month><year>2023</year></pub-date>
<pub-date pub-type="collection"><year>2023</year></pub-date>
<volume>10</volume><elocation-id>1218308</elocation-id>
<history>
<date date-type="received"><day>06</day><month>05</month><year>2023</year></date>
<date date-type="accepted"><day>20</day><month>06</month><year>2023</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2023 Willett, Haq, Holland and Bridwell.</copyright-statement>
<copyright-year>2023</copyright-year><copyright-holder>Willett, Haq, Holland and Bridwell</copyright-holder><license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<kwd-group>
<kwd>augmented (virtual) reality</kwd>
<kwd>neurosurgery</kwd>
<kwd>pedicle screw accuracy</kwd>
<kwd>neuronavigation</kwd>
<kwd>neurooncology</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="0"/><equation-count count="0"/><ref-count count="13"/><page-count count="0"/><word-count count="0"/></counts><custom-meta-wrap><custom-meta><meta-name>section-at-acceptance</meta-name><meta-value>Neurosurgery</meta-value></custom-meta></custom-meta-wrap>
</article-meta>
</front>
<body>
<related-article id="RA1" related-article-type="commentary-article" journal-id="Front Surg." journal-id-type="nlm-ta" xlink:href="10.3389/fsurg.2022.864792" ext-link-type="doi"><bold>A Commentary on:</bold> <article-title>Augmented Reality in Neurosurgery, State of Art and Future Projections. A Systematic Review</article-title> By Cannizzaro D, Zaed I, Safa A, Jelmoni AJM, Composto A, Bisoglio A, Schmeizer K, Becker AC, Pizzi A, Cardia A, Servadei F. (2022). Front Surg. 9:864792. doi: <object-id>10.3389/fsurg.2022.864792</object-id></related-article>
<p>Innovation and medicine are inseparable, and technologies such as augmented reality (AR) may transform the modern neurosurgical armamentarium. Per insights shared by Cannizzaro and colleagues in their review article &#x201C;<italic>Augmented Reality in Neurosurgery, State of Art and Future Projections. A Systematic Review</italic>&#x201D; (<xref ref-type="bibr" rid="B1">1</xref>), AR-assisted neurosurgery is a promising, albeit complex and challenging advancement. Over the past year our team of medical students has engaged in a biomedical innovation curriculum offered by a select cohort of accredited medical schools throughout the United States. We were tasked with evaluating the future of AR in neurosurgery. Thanks to our immersive experience with this unique technology, we felt inclined to comment on this article and share our perspectives in hopes that others will engage in these conversations and further promote AR in medicine, specifically within the field of neurosurgery. We found the review article to be robust and believe that it warrants a significant amount of consideration.</p>
<p>The authors highlight how AR has been largely investigated in spine surgeries, composing 18.2&#x0025; of their literature review (<xref ref-type="bibr" rid="B1">1</xref>). This neurosurgical subspeciality has grown in minimally invasive techniques, a process that has been amplified with the utilization of neuronavigation systems. Studies suggest that AR-assisted pedicle screw placement is legitimate, with some reports sharing 100&#x0025; accuracy (<xref ref-type="bibr" rid="B2">2</xref>) while others share 97.8&#x0025;&#x2013;98.5&#x0025; accuracy (<xref ref-type="bibr" rid="B3">3</xref>). Although these numbers are encouraging, we must thoroughly question how this technology challenges more traditional surgical techniques. Why invest in AR if it offers no <italic>significant</italic> benefit? Dennler et al. (<xref ref-type="bibr" rid="B4">4</xref>) show that supplemental anatomical information provided via AR may help novice surgeons match the efficacy of expert surgeons with pedicle screw placement. However, to our knowledge, no large-scale randomized control trials to date have compared AR assisted pedicle screw placement vs. traditional pedicle screw placement. Moreover, we do not thoroughly understand if AR-assisted surgeries are cost-effective. We can glean insights from literature that compares the use of free hand techniques with robotic devices; although robotics may have more accuracy in placing pedicle screws and can help decrease postoperative complications, the initial costs (which can approach upwards of &#x0024;850,000) and increased OR time are thought to drastically outweigh its current benefits (<xref ref-type="bibr" rid="B5">5</xref>). Contrastingly, AR systems like Xvision have comparable profiles of improved accuracy but offer lower upfront cost (<xref ref-type="bibr" rid="B6">6</xref>), suggesting an opportunity for feasible integration. Other groups must not only reinforce the efficacy and practicality of AR, but also clearly analyze the fiscality of these technologies if veteran and novice surgeons alike are to adopt a new way of operating.</p>
<p>AR is an arguably more alluring tool for neurosurgical oncologists and neurosurgeons working in remote areas seeking to collaborate with distant colleagues, which is a realm we would have appreciated for Cannizzaro and colleagues to further explore. Our review of the available AR neuro-oncology literature has been exciting&#x2014;particularly, a statistically significant improvement in percent of complete glioma resection in a test group (69.6&#x0025;) compared to the control group (36.4&#x0025;) (<italic>p</italic>&#x2009;&#x003C;&#x2009;.01) has been reported (<xref ref-type="bibr" rid="B7">7</xref>). Other studies acknowledge the postoperative improvements associated with AR guided surgeries as patients who underwent AR-assisted tumor resection experienced shorter length of hospital stay and improved postoperative quality of life in comparison to non-AR guided resections (<xref ref-type="bibr" rid="B8">8</xref>). Moving forward, AR enthusiasts should emphasize a need to attend to extraoperative components affiliated with AR surgeries&#x2014;if patients spend less time in the hospital and report higher quality of life following AR-guided surgery, then investing in these technologies becomes clearer. Thus, if we can better pinpoint where AR aligns with the needs of both the surgeon and patient, then integration can be met with less resistance.</p>
<p>Additionally, neurosurgical education is a valuable avenue to pursue, explaining why this field composed 18.2&#x0025; of the authors&#x0027; literature review (<xref ref-type="bibr" rid="B1">1</xref>). Rather than focusing on the traditional sense of education (i.e., training residents, revamping models of surgical instruction, etc.), developers in AR neurosurgery should emphasize how this technology enhances collaboration among neurosurgeons. AR expedites consultations between remote neurosurgeons, encouraging long-distance conferences regarding complex cases in real time (<xref ref-type="bibr" rid="B9">9</xref>). Accordingly, current platforms such as virtual interactive presence and augmented reality (VIPAR) place a surgeon in front of a stereoscopic display capable of remote interaction with a workstation situated in a different region or country (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B11">11</xref>). The surgeon can share their insights on the respective cases and address gaps in access to care. What we find particularly intriguing about this utilization of AR in neurosurgery is that it does not drastically change workflow, which will encourage acceptance within the field.</p>
<p>Nonetheless, as Cannizzaro and colleagues (<xref ref-type="bibr" rid="B1">1</xref>) note, there are multiple obstacles that AR must overcome before diffuse integration into the neurosurgical operating room. There are two points we want to highlight from their speculations: (1) as AR will presumably have a role in the display of intraoperative images, there will be a growing need for strong microcomputers that facilitate access to data without compromising quality and (2) AR surgical headsets and hardware will need to be widely distributable, comfortable, non-obstructive, yet customizable to individual needs (<xref ref-type="bibr" rid="B1">1</xref>). We too find these concepts paramount to the future of virtually assisted surgeries. If AR can accurately augment intraoperative neuroimaging, it has the potential to significantly decrease the number of times a neurosurgeon must look away from the operating field, diminishing and possibly eliminating the need to constantly reorient from the patient to a distant screen in the operating room and back (<xref ref-type="bibr" rid="B12">12</xref>). Although some technologies allow for this, they are quite cumbersome for the surgeon, requiring them to wear a large, bulky headset (<xref ref-type="bibr" rid="B13">13</xref>). To further complicate matters, currently available AR technologies may not fully integrate with a surgeon&#x0027;s established hospital, software, and/or current neuronavigation systems, which makes a future with AR burdensome and laborious.</p>
<p>Naturally, these conversations will spark excitement and criticism, but we cannot let this outweigh the need to continue expanding and diversifying the future of medicine. We thank Cannizzaro and colleagues (<xref ref-type="bibr" rid="B1">1</xref>) for their thoughtful contributions to the current discourse and are excited to see how AR and neurosurgery will co-evolve.</p>
</body>
<back>
<sec id="s1" sec-type="author-contributions"><title>Author contributions</title>
<p>The following authors were significant contributors to both the conceptual and physical design of the commentary, each participating in the relevant literature review, drafting and editing of the commentary, and the ultimate approval of the commentary for submission: AW, MH, JH, EG. We agree to be accountable for this work, and will openly welcome any questions or additional commentary from Cannizzarro and colleagues. All authors contributed to the article and approved the submitted version.</p>
</sec>
<ack><title>Acknowledgments</title>
<p>We thank the Bluegrass Biodesign Program affiliated with the University of Louisville School of Medicine. We also thank Joseph Neimat, Brent Wright, and In Kim for their input in this project and their continued mentorship.</p>
</ack>
<sec id="s2" sec-type="COI-statement"><title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s3" sec-type="disclaimer"><title>Publisher&#x0027;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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