A review on organ deformation modeling approaches for reliable surgical navigation using augmented reality

Augmented Reality (AR) holds the potential to revolutionize surgical procedures by allowing surgeons to visualize critical structures within the patient’s body. This is achieved through superimposing preoperative organ models onto the actual anatomy. Challenges arise from dynamic deformations of org...

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Main Authors: Zheng Han, Qi Dou
Format: Article
Language:English
Published: Taylor & Francis Group 2024-12-01
Series:Computer Assisted Surgery
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Online Access:https://www.tandfonline.com/doi/10.1080/24699322.2024.2357164
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author Zheng Han
Qi Dou
author_facet Zheng Han
Qi Dou
author_sort Zheng Han
collection DOAJ
description Augmented Reality (AR) holds the potential to revolutionize surgical procedures by allowing surgeons to visualize critical structures within the patient’s body. This is achieved through superimposing preoperative organ models onto the actual anatomy. Challenges arise from dynamic deformations of organs during surgery, making preoperative models inadequate for faithfully representing intraoperative anatomy. To enable reliable navigation in augmented surgery, modeling of intraoperative deformation to obtain an accurate alignment of the preoperative organ model with the intraoperative anatomy is indispensable. Despite the existence of various methods proposed to model intraoperative organ deformation, there are still few literature reviews that systematically categorize and summarize these approaches. This review aims to fill this gap by providing a comprehensive and technical-oriented overview of modeling methods for intraoperative organ deformation in augmented reality in surgery. Through a systematic search and screening process, 112 closely relevant papers were included in this review. By presenting the current status of organ deformation modeling methods and their clinical applications, this review seeks to enhance the understanding of organ deformation modeling in AR-guided surgery, and discuss the potential topics for future advancements.
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spelling doaj-art-e5753864a9b64cb2adea7839e05c74b52024-12-16T18:52:57ZengTaylor & Francis GroupComputer Assisted Surgery2469-93222024-12-0129110.1080/24699322.2024.2357164A review on organ deformation modeling approaches for reliable surgical navigation using augmented realityZheng Han0Qi Dou1Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong, ChinaDepartment of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong, ChinaAugmented Reality (AR) holds the potential to revolutionize surgical procedures by allowing surgeons to visualize critical structures within the patient’s body. This is achieved through superimposing preoperative organ models onto the actual anatomy. Challenges arise from dynamic deformations of organs during surgery, making preoperative models inadequate for faithfully representing intraoperative anatomy. To enable reliable navigation in augmented surgery, modeling of intraoperative deformation to obtain an accurate alignment of the preoperative organ model with the intraoperative anatomy is indispensable. Despite the existence of various methods proposed to model intraoperative organ deformation, there are still few literature reviews that systematically categorize and summarize these approaches. This review aims to fill this gap by providing a comprehensive and technical-oriented overview of modeling methods for intraoperative organ deformation in augmented reality in surgery. Through a systematic search and screening process, 112 closely relevant papers were included in this review. By presenting the current status of organ deformation modeling methods and their clinical applications, this review seeks to enhance the understanding of organ deformation modeling in AR-guided surgery, and discuss the potential topics for future advancements.https://www.tandfonline.com/doi/10.1080/24699322.2024.2357164Augmented realityorgan deformation modelingnon-rigid registrationsurgical navigation
spellingShingle Zheng Han
Qi Dou
A review on organ deformation modeling approaches for reliable surgical navigation using augmented reality
Computer Assisted Surgery
Augmented reality
organ deformation modeling
non-rigid registration
surgical navigation
title A review on organ deformation modeling approaches for reliable surgical navigation using augmented reality
title_full A review on organ deformation modeling approaches for reliable surgical navigation using augmented reality
title_fullStr A review on organ deformation modeling approaches for reliable surgical navigation using augmented reality
title_full_unstemmed A review on organ deformation modeling approaches for reliable surgical navigation using augmented reality
title_short A review on organ deformation modeling approaches for reliable surgical navigation using augmented reality
title_sort review on organ deformation modeling approaches for reliable surgical navigation using augmented reality
topic Augmented reality
organ deformation modeling
non-rigid registration
surgical navigation
url https://www.tandfonline.com/doi/10.1080/24699322.2024.2357164
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