PETRA: A web-based system supporting computer aided diagnosis of alzheimer's disease

F. Segovia, Ignacio Álvarez Illán, D. Salas-González, Francisco J. Martínez-Murcia, A. Ortiz, J. Górriz, J. Ramírez
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Abstract

This paper presents PETRA, a Web-based system to assist practitioners in the diagnosis of Alzheimer's Disease (AD). Particularly, it provides with online tools to carry out multiple advanced analysis on T1 Magnetic Resonance Images (MRI) and Positron Emission Tomographies (PET). The key innovation behind PETRA is that it enables anywhere, anytime access to advanced neuroimaging tools, which previously required specialized machines with high computational resources. Specifically, PETRA allows to automatically segment tissue, white matter, grey matter and cerebro-spinal fluid; to visualize, manipulate and compare MRIs, PETs and already-segmented neuroimages; to manage large sets of images in a simple manner; and to perform an automatized pre-diagnosis through the application of different classification techniques.
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PETRA:一个基于网络的系统,支持阿尔茨海默病的计算机辅助诊断
本文介绍了PETRA,一个基于网络的系统,以协助医生在阿尔茨海默病(AD)的诊断。特别是,它提供了在线工具,对T1磁共振图像(MRI)和正电子发射断层扫描(PET)进行多种高级分析。PETRA背后的关键创新在于,它可以随时随地访问先进的神经成像工具,而以前需要具有高计算资源的专用机器。具体来说,PETRA允许自动分割组织,白质,灰质和脑脊液;可视化,操作和比较核磁共振成像,pet和已经分割的神经图像;以一种简单的方式管理大量图像;并通过应用不同的分类技术进行自动预诊断。
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