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Tumor Lung Visualization and Localization through Virtual Reality and Thermal Feedback Interface

The World Health Organization estimates that there were around 10 million deaths due to cancer in 2020, and lung cancer was the most common type of cancer, with over 2.2 million new cases and 1.8 million deaths. While there have been advances in the diagnosis and prediction of lung cancer, there is...

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Autores principales: Benbelkacem, Samir, Zenati-Henda, Nadia, Zerrouki, Nabil, Oulefki, Adel, Agaian, Sos, Masmoudi, Mostefa, Bentaleb, Ahmed, Liew, Alex
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9914223/
https://www.ncbi.nlm.nih.gov/pubmed/36766672
http://dx.doi.org/10.3390/diagnostics13030567
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author Benbelkacem, Samir
Zenati-Henda, Nadia
Zerrouki, Nabil
Oulefki, Adel
Agaian, Sos
Masmoudi, Mostefa
Bentaleb, Ahmed
Liew, Alex
author_facet Benbelkacem, Samir
Zenati-Henda, Nadia
Zerrouki, Nabil
Oulefki, Adel
Agaian, Sos
Masmoudi, Mostefa
Bentaleb, Ahmed
Liew, Alex
author_sort Benbelkacem, Samir
collection PubMed
description The World Health Organization estimates that there were around 10 million deaths due to cancer in 2020, and lung cancer was the most common type of cancer, with over 2.2 million new cases and 1.8 million deaths. While there have been advances in the diagnosis and prediction of lung cancer, there is still a need for new, intelligent methods or diagnostic tools to help medical professionals detect the disease. Since it is currently unable to detect at an early stage, speedy detection and identification are crucial because they can increase a patient’s chances of survival. This article focuses on developing a new tool for diagnosing lung tumors and providing thermal touch feedback using virtual reality visualization and thermal technology. This tool is intended to help identify and locate tumors and measure the size and temperature of the tumor surface. The tool uses data from CT scans to create a virtual reality visualization of the lung tissue and includes a thermal display incorporated into a haptic device. The tool is also tested by touching virtual tumors in a virtual reality application. On the other hand, thermal feedback could be used as a sensory substitute or adjunct for visual or tactile feedback. The experimental results are evaluated with the performance comparison of different algorithms and demonstrate that the proposed thermal model is effective. The results also show that the tool can estimate the characteristics of tumors accurately and that it has the potential to be used in a virtual reality application to “touch” virtual tumors. In other words, the results support the use of the tool for diagnosing lung tumors and providing thermal touch feedback using virtual reality visualization, force, and thermal technology.
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spelling pubmed-99142232023-02-11 Tumor Lung Visualization and Localization through Virtual Reality and Thermal Feedback Interface Benbelkacem, Samir Zenati-Henda, Nadia Zerrouki, Nabil Oulefki, Adel Agaian, Sos Masmoudi, Mostefa Bentaleb, Ahmed Liew, Alex Diagnostics (Basel) Article The World Health Organization estimates that there were around 10 million deaths due to cancer in 2020, and lung cancer was the most common type of cancer, with over 2.2 million new cases and 1.8 million deaths. While there have been advances in the diagnosis and prediction of lung cancer, there is still a need for new, intelligent methods or diagnostic tools to help medical professionals detect the disease. Since it is currently unable to detect at an early stage, speedy detection and identification are crucial because they can increase a patient’s chances of survival. This article focuses on developing a new tool for diagnosing lung tumors and providing thermal touch feedback using virtual reality visualization and thermal technology. This tool is intended to help identify and locate tumors and measure the size and temperature of the tumor surface. The tool uses data from CT scans to create a virtual reality visualization of the lung tissue and includes a thermal display incorporated into a haptic device. The tool is also tested by touching virtual tumors in a virtual reality application. On the other hand, thermal feedback could be used as a sensory substitute or adjunct for visual or tactile feedback. The experimental results are evaluated with the performance comparison of different algorithms and demonstrate that the proposed thermal model is effective. The results also show that the tool can estimate the characteristics of tumors accurately and that it has the potential to be used in a virtual reality application to “touch” virtual tumors. In other words, the results support the use of the tool for diagnosing lung tumors and providing thermal touch feedback using virtual reality visualization, force, and thermal technology. MDPI 2023-02-03 /pmc/articles/PMC9914223/ /pubmed/36766672 http://dx.doi.org/10.3390/diagnostics13030567 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Benbelkacem, Samir
Zenati-Henda, Nadia
Zerrouki, Nabil
Oulefki, Adel
Agaian, Sos
Masmoudi, Mostefa
Bentaleb, Ahmed
Liew, Alex
Tumor Lung Visualization and Localization through Virtual Reality and Thermal Feedback Interface
title Tumor Lung Visualization and Localization through Virtual Reality and Thermal Feedback Interface
title_full Tumor Lung Visualization and Localization through Virtual Reality and Thermal Feedback Interface
title_fullStr Tumor Lung Visualization and Localization through Virtual Reality and Thermal Feedback Interface
title_full_unstemmed Tumor Lung Visualization and Localization through Virtual Reality and Thermal Feedback Interface
title_short Tumor Lung Visualization and Localization through Virtual Reality and Thermal Feedback Interface
title_sort tumor lung visualization and localization through virtual reality and thermal feedback interface
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9914223/
https://www.ncbi.nlm.nih.gov/pubmed/36766672
http://dx.doi.org/10.3390/diagnostics13030567
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