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Twin-S:颅底手术的数字孪生体。

Twin-S: a digital twin for skull base surgery.

机构信息

Johns Hopkins University, Baltimore, MD, USA.

Johns Hopkins Medicine, Baltimore, MD, USA.

出版信息

Int J Comput Assist Radiol Surg. 2023 Jun;18(6):1077-1084. doi: 10.1007/s11548-023-02863-9. Epub 2023 May 9.


DOI:10.1007/s11548-023-02863-9
PMID:37160583
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11110948/
Abstract

PURPOSE: Digital twins are virtual replicas of real-world objects and processes, and they have potential applications in the field of surgical procedures, such as enhancing situational awareness. We introduce Twin-S, a digital twin framework designed specifically for skull base surgeries. METHODS: Twin-S is a novel framework that combines high-precision optical tracking and real-time simulation, making it possible to integrate it into image-guided interventions. To guarantee accurate representation, Twin-S employs calibration routines to ensure that the virtual model precisely reflects all real-world processes. Twin-S models and tracks key elements of skull base surgery, including surgical tools, patient anatomy, and surgical cameras. Importantly, Twin-S mirrors real-world drilling and updates the virtual model at frame rate of 28. RESULTS: Our evaluation of Twin-S demonstrates its accuracy, with an average error of 1.39 mm during the drilling process. Our study also highlights the benefits of Twin-S, such as its ability to provide augmented surgical views derived from the continuously updated virtual model, thus offering additional situational awareness to the surgeon. CONCLUSION: We present Twin-S, a digital twin environment for skull base surgery. Twin-S captures the real-world surgical progresses and updates the virtual model in real time through the use of modern tracking technologies. Future research that integrates vision-based techniques could further increase the accuracy of Twin-S.

摘要

目的:数字孪生是真实世界物体和过程的虚拟复制品,它们在手术过程领域具有潜在的应用,例如增强态势感知。我们引入了 Twin-S,这是一个专门为颅底手术设计的数字孪生框架。

方法:Twin-S 是一种新颖的框架,结合了高精度的光学跟踪和实时模拟,使其能够集成到图像引导干预中。为了保证准确的表示,Twin-S 使用校准例程来确保虚拟模型精确地反映所有真实世界的过程。Twin-S 对颅底手术的关键元素进行建模和跟踪,包括手术工具、患者解剖结构和手术摄像机。重要的是,Twin-S 模拟了真实世界的钻孔过程,并以 28 帧/秒的帧率更新虚拟模型。

结果:我们对 Twin-S 的评估表明其具有准确性,在钻孔过程中的平均误差为 1.39 毫米。我们的研究还强调了 Twin-S 的优势,例如它能够提供源自不断更新的虚拟模型的增强手术视图,从而为外科医生提供额外的态势感知。

结论:我们提出了 Twin-S,这是一个用于颅底手术的数字孪生环境。Twin-S 通过使用现代跟踪技术捕捉真实世界的手术进展,并实时更新虚拟模型。未来结合基于视觉的技术的研究可能会进一步提高 Twin-S 的准确性。

相似文献

[1]
Twin-S: a digital twin for skull base surgery.

Int J Comput Assist Radiol Surg. 2023-6

[2]
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Acta Otolaryngol. 2007-4

[3]
TAToo: vision-based joint tracking of anatomy and tool for skull-base surgery.

Int J Comput Assist Radiol Surg. 2023-7

[4]
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[5]
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Eur Arch Otorhinolaryngol. 2018-4

[6]
[Surgical simulation on the lateral skull base].

HNO. 2017-1

[7]
The Development of a Digital Twin Framework for an Industrial Robotic Drilling Process.

Sensors (Basel). 2022-9-23

[8]
3D Printed Models and Navigation for Skull Base Surgery: Case Report and Virtual Validation.

Stud Health Technol Inform. 2015

[9]
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PLoS One. 2020-1-16

[10]
Early Feasibility Studies of Augmented Reality Navigation for Lateral Skull Base Surgery.

Otol Neurotol. 2020-8

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Int J Comput Assist Radiol Surg. 2025-6-26

[2]
Digital twins for the era of personalized surgery.

NPJ Digit Med. 2025-5-15

[3]
Enhancing Ophthalmic Care: The Transformative Potential of Digital Twins in Healthcare.

Cureus. 2024-12-22

[4]
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Healthc Technol Lett. 2025-1-10

[5]
Digital twin assisted surgery, concept, opportunities, and challenges.

NPJ Digit Med. 2025-1-15

[6]
Digital Twins for Clinical and Operational Decision-Making: Scoping Review.

J Med Internet Res. 2025-1-8

[7]
Digital Twins in Healthcare and Their Applicability in Rhinology: A Narrative Review.

J Rhinol. 2023-7

[8]
Definitions and Characteristics of Patient Digital Twins Being Developed for Clinical Use: Scoping Review.

J Med Internet Res. 2024-11-13

[9]
Artificial Intelligence, Radiomics, and Computational Modeling in Skull Base Surgery.

Adv Exp Med Biol. 2024

[10]
Evolution of digital twins in precision health applications: a scoping review study.

Res Sq. 2024-8-7

本文引用的文献

[1]
Fully immersive virtual reality for skull-base surgery: surgical training and beyond.

Int J Comput Assist Radiol Surg. 2024-1

[2]
TAToo: vision-based joint tracking of anatomy and tool for skull-base surgery.

Int J Comput Assist Radiol Surg. 2023-7

[3]
Building digital twins of the human immune system: toward a roadmap.

NPJ Digit Med. 2022-5-20

[4]
Current status of augmented reality in cerebrovascular surgery: a systematic review.

Neurosurg Rev. 2022-6

[5]
Hidden Error in Optical Stereotactic Navigation Systems and Strategy to Maximize Accuracy.

Stereotact Funct Neurosurg. 2021

[6]
A review on the applications of virtual reality, augmented reality and mixed reality in surgical simulation: an extension to different kinds of surgery.

Expert Rev Med Devices. 2021-1

[7]
A Randomized Trial of Closed-Loop Control in Children with Type 1 Diabetes.

N Engl J Med. 2020-8-27

[8]
Augmented reality and physical hybrid model simulation for preoperative planning of metopic craniosynostosis surgery.

Neurosurg Focus. 2020-3-1

[9]
Digital twins to personalize medicine.

Genome Med. 2019-12-31

[10]
Image-Guided Mastoidectomy with a Cooperatively Controlled ENT Microsurgery Robot.

Otolaryngol Head Neck Surg. 2019-7-23

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