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An Anatomical Thermal 3D Model in Preclinical Research: Combining CT and Thermal Images

Even though animal trials are a controversial topic, they provide knowledge about diseases and the course of infections in a medical context. To refine the detection of abnormalities that can cause pain and stress to the animal as early as possible, new processes must be developed. Due to its noninv...

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Autores principales: Schollemann, Franziska, Barbosa Pereira, Carina, Rosenhain, Stefanie, Follmann, Andreas, Gremse, Felix, Kiessling, Fabian, Czaplik, Michael, Abreu de Souza, Mauren
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7915503/
https://www.ncbi.nlm.nih.gov/pubmed/33572091
http://dx.doi.org/10.3390/s21041200
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author Schollemann, Franziska
Barbosa Pereira, Carina
Rosenhain, Stefanie
Follmann, Andreas
Gremse, Felix
Kiessling, Fabian
Czaplik, Michael
Abreu de Souza, Mauren
author_facet Schollemann, Franziska
Barbosa Pereira, Carina
Rosenhain, Stefanie
Follmann, Andreas
Gremse, Felix
Kiessling, Fabian
Czaplik, Michael
Abreu de Souza, Mauren
author_sort Schollemann, Franziska
collection PubMed
description Even though animal trials are a controversial topic, they provide knowledge about diseases and the course of infections in a medical context. To refine the detection of abnormalities that can cause pain and stress to the animal as early as possible, new processes must be developed. Due to its noninvasive nature, thermal imaging is increasingly used for severity assessment in animal-based research. Within a multimodal approach, thermal images combined with anatomical information could be used to simulate the inner temperature profile, thereby allowing the detection of deep-seated infections. This paper presents the generation of anatomical thermal 3D models, forming the underlying multimodal model in this simulation. These models combine anatomical 3D information based on computed tomography (CT) data with a registered thermal shell measured with infrared thermography. The process of generating these models consists of data acquisition (both thermal images and CT), camera calibration, image processing methods, and structure from motion (SfM), among others. Anatomical thermal 3D models were successfully generated using three anesthetized mice. Due to the image processing improvement, the process was also realized for areas with few features, which increases the transferability of the process. The result of this multimodal registration in 3D space can be viewed and analyzed within a visualization tool. Individual CT slices can be analyzed axially, sagittally, and coronally with the corresponding superficial skin temperature distribution. This is an important and successfully implemented milestone on the way to simulating the internal temperature profile. Using this temperature profile, deep-seated infections and inflammation can be detected in order to reduce animal suffering.
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spelling pubmed-79155032021-03-01 An Anatomical Thermal 3D Model in Preclinical Research: Combining CT and Thermal Images Schollemann, Franziska Barbosa Pereira, Carina Rosenhain, Stefanie Follmann, Andreas Gremse, Felix Kiessling, Fabian Czaplik, Michael Abreu de Souza, Mauren Sensors (Basel) Article Even though animal trials are a controversial topic, they provide knowledge about diseases and the course of infections in a medical context. To refine the detection of abnormalities that can cause pain and stress to the animal as early as possible, new processes must be developed. Due to its noninvasive nature, thermal imaging is increasingly used for severity assessment in animal-based research. Within a multimodal approach, thermal images combined with anatomical information could be used to simulate the inner temperature profile, thereby allowing the detection of deep-seated infections. This paper presents the generation of anatomical thermal 3D models, forming the underlying multimodal model in this simulation. These models combine anatomical 3D information based on computed tomography (CT) data with a registered thermal shell measured with infrared thermography. The process of generating these models consists of data acquisition (both thermal images and CT), camera calibration, image processing methods, and structure from motion (SfM), among others. Anatomical thermal 3D models were successfully generated using three anesthetized mice. Due to the image processing improvement, the process was also realized for areas with few features, which increases the transferability of the process. The result of this multimodal registration in 3D space can be viewed and analyzed within a visualization tool. Individual CT slices can be analyzed axially, sagittally, and coronally with the corresponding superficial skin temperature distribution. This is an important and successfully implemented milestone on the way to simulating the internal temperature profile. Using this temperature profile, deep-seated infections and inflammation can be detected in order to reduce animal suffering. MDPI 2021-02-09 /pmc/articles/PMC7915503/ /pubmed/33572091 http://dx.doi.org/10.3390/s21041200 Text en © 2021 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Schollemann, Franziska
Barbosa Pereira, Carina
Rosenhain, Stefanie
Follmann, Andreas
Gremse, Felix
Kiessling, Fabian
Czaplik, Michael
Abreu de Souza, Mauren
An Anatomical Thermal 3D Model in Preclinical Research: Combining CT and Thermal Images
title An Anatomical Thermal 3D Model in Preclinical Research: Combining CT and Thermal Images
title_full An Anatomical Thermal 3D Model in Preclinical Research: Combining CT and Thermal Images
title_fullStr An Anatomical Thermal 3D Model in Preclinical Research: Combining CT and Thermal Images
title_full_unstemmed An Anatomical Thermal 3D Model in Preclinical Research: Combining CT and Thermal Images
title_short An Anatomical Thermal 3D Model in Preclinical Research: Combining CT and Thermal Images
title_sort anatomical thermal 3d model in preclinical research: combining ct and thermal images
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7915503/
https://www.ncbi.nlm.nih.gov/pubmed/33572091
http://dx.doi.org/10.3390/s21041200
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