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

机译:临床前研究中的解剖热3D模型:CT和热图像结合

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摘要

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.
机译:尽管动物试验是一个有争议的主题,但他们为医学背景中提供了有关疾病和感染过程的知识。为了优化可能会尽早对动物引起疼痛和压力的异常的检测,必须开发新工艺。由于其非侵入性,热成像越来越多地用于动物研究中的严重程度评估。在多模式方法中,可以使用与解剖信息组合的热图像来模拟内部温度曲线,从而允许检测深层感染。本文介绍了解剖学热3D模型的产生,在该模拟中形成了底层多模型模型。这些模型将基于计算机断层扫描(CT)数据的解剖学3D信息与用红外热成像测量的注册的热壳组合。生成这些模型的过程包括数据采集(热图像和CT),摄像机校准,图像处理方法以及来自运动(SFM)的结构等。使用三种麻醉小鼠成功地生成解剖学热3D模型。由于图像处理改进,该过程也实现了几个特征的区域,这增加了该过程的可转换性。可以在可视化工具中查看和分析该多模式注册3D空间中的结果。可以用相应的表面皮肤温度分布轴向,垂直和冠状轴向分析各个CT切片。这是在模拟内部温度曲线的方式上重要且成功实施的里程碑。使用这种温度曲线,可以检测到深层感染和炎症以减少动物痛苦。

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