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Case study: medical web service for the automatic 3D documentation for neuroradiological diagnosis

机译:案例研究:用于神经加理学诊断的自动3D文档的医疗Web服务

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This case study presents a medical web service for the automatic analysis of CTA (Computer Tomography Angiography) datasets. It aims at the detection and evaluation of intracranial aneurysms which are malformations of cerebral blood vessels. To obtain a standardized 3D visualization digital videos are automatically generated. The time-consuming video production caused by the manual delineation of structures, software based volume rendering, and the interactive definition of an optimized camera path is considerably improved with a fully automatic strategy. Therefore, a previously suggested approach [111 is applied which uses an optimized transfer function as a template and automatically adapts it to an individual dataset. Furthermore, we introduce hardware-accelerated morphologic filtering in order to detect the location of mid-size and giant aneurysms. The actual generation of the video is finally integrated into a hardware accelerated off-screen rendering process based on 3D texture mapping ensuring fast visualization of high quality. Overall, clinical routine can be considerably assisted by providing a web based service combining automatic detection and standardized visualization.
机译:本案例研究提出了一种用于自动分析CTA(计算机断层扫描血管造影)数据集的医疗Web服务。它旨在检测和评估颅内动脉瘤的颅内动脉瘤,其是脑血管的畸形。要获得标准化的3D可视化数字视频将自动生成。通过完全自动策略,由手动描绘结构,基于软件的体积渲染和优化相机路径的交互式定义引起的耗时的视频制作得到了很大改善。因此,应用了先前建议的方法[111,它使用优化的传递函数作为模板,并自动将其适应单个数据集。此外,我们引入硬件加速的形态过滤,以检测中尺寸和巨大动脉瘤的位置。基于3D纹理映射,最终将视频的实际生成集成到硬件加速的屏幕渲染过程中,以确保高质量的快速可视化。总体而言,通过提供基于Web的服务结合自动检测和标准化可视化,可以显着辅助临床程序。

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