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Subject-specific modelling of pneumoperitoneum: model implementation, validation and human feasibility assessment

PURPOSE: The aim of this study is to propose a model that simulates patient-specific anatomical changes resulting from pneumoperitoneum, using preoperative data as input. The framework can assist the surgeon through a real-time visualisation and interaction with the model. Such could further facilit...

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Autores principales: Camara, Mafalda, Dawda, Shivali, Mayer, Erik, Darzi, Ara, Pratt, Philip
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6472552/
https://www.ncbi.nlm.nih.gov/pubmed/30788665
http://dx.doi.org/10.1007/s11548-019-01924-2
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author Camara, Mafalda
Dawda, Shivali
Mayer, Erik
Darzi, Ara
Pratt, Philip
author_facet Camara, Mafalda
Dawda, Shivali
Mayer, Erik
Darzi, Ara
Pratt, Philip
author_sort Camara, Mafalda
collection PubMed
description PURPOSE: The aim of this study is to propose a model that simulates patient-specific anatomical changes resulting from pneumoperitoneum, using preoperative data as input. The framework can assist the surgeon through a real-time visualisation and interaction with the model. Such could further facilitate surgical planning preoperatively, by defining a surgical strategy, and intraoperatively to estimate port positions. METHODS: The biomechanical model that simulates pneumoperitoneum was implemented within the GPU-accelerated NVIDIA FleX position-based dynamics framework. Datasets of multiple porcine subjects before and after abdominal insufflation were used to generate, calibrate and validate the model. The feasibility of modelling pneumoperitoneum in human subjects was assessed by comparing distances between specific landmarks from a patient abdominal wall, to the same landmark measurements on the simulated model. RESULTS: The calibration of simulation parameters resulted in a successful estimation of an optimal set parameters. A correspondence between the simulation pressure parameter and the experimental insufflation pressure was determined. The simulation of pneumoperitoneum in a porcine subject resulted in a mean Hausdorff distance error of 5–6 mm. Feasibility of modelling pneumoperitoneum in humans was successfully demonstrated. CONCLUSION: Simulation of pneumoperitoneum provides an accurate subject-specific 3D model of the inflated abdomen, which is a more realistic representation of the intraoperative scenario when compared to preoperative imaging alone. The simulation results in a stable and interactive framework that performs in real time, and supports patient-specific data, which can assist in surgical planning.
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spelling pubmed-64725522019-05-03 Subject-specific modelling of pneumoperitoneum: model implementation, validation and human feasibility assessment Camara, Mafalda Dawda, Shivali Mayer, Erik Darzi, Ara Pratt, Philip Int J Comput Assist Radiol Surg Original Article PURPOSE: The aim of this study is to propose a model that simulates patient-specific anatomical changes resulting from pneumoperitoneum, using preoperative data as input. The framework can assist the surgeon through a real-time visualisation and interaction with the model. Such could further facilitate surgical planning preoperatively, by defining a surgical strategy, and intraoperatively to estimate port positions. METHODS: The biomechanical model that simulates pneumoperitoneum was implemented within the GPU-accelerated NVIDIA FleX position-based dynamics framework. Datasets of multiple porcine subjects before and after abdominal insufflation were used to generate, calibrate and validate the model. The feasibility of modelling pneumoperitoneum in human subjects was assessed by comparing distances between specific landmarks from a patient abdominal wall, to the same landmark measurements on the simulated model. RESULTS: The calibration of simulation parameters resulted in a successful estimation of an optimal set parameters. A correspondence between the simulation pressure parameter and the experimental insufflation pressure was determined. The simulation of pneumoperitoneum in a porcine subject resulted in a mean Hausdorff distance error of 5–6 mm. Feasibility of modelling pneumoperitoneum in humans was successfully demonstrated. CONCLUSION: Simulation of pneumoperitoneum provides an accurate subject-specific 3D model of the inflated abdomen, which is a more realistic representation of the intraoperative scenario when compared to preoperative imaging alone. The simulation results in a stable and interactive framework that performs in real time, and supports patient-specific data, which can assist in surgical planning. Springer International Publishing 2019-02-20 2019 /pmc/articles/PMC6472552/ /pubmed/30788665 http://dx.doi.org/10.1007/s11548-019-01924-2 Text en © The Author(s) 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
spellingShingle Original Article
Camara, Mafalda
Dawda, Shivali
Mayer, Erik
Darzi, Ara
Pratt, Philip
Subject-specific modelling of pneumoperitoneum: model implementation, validation and human feasibility assessment
title Subject-specific modelling of pneumoperitoneum: model implementation, validation and human feasibility assessment
title_full Subject-specific modelling of pneumoperitoneum: model implementation, validation and human feasibility assessment
title_fullStr Subject-specific modelling of pneumoperitoneum: model implementation, validation and human feasibility assessment
title_full_unstemmed Subject-specific modelling of pneumoperitoneum: model implementation, validation and human feasibility assessment
title_short Subject-specific modelling of pneumoperitoneum: model implementation, validation and human feasibility assessment
title_sort subject-specific modelling of pneumoperitoneum: model implementation, validation and human feasibility assessment
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6472552/
https://www.ncbi.nlm.nih.gov/pubmed/30788665
http://dx.doi.org/10.1007/s11548-019-01924-2
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