Reproducible Spinal Cord Quantitative MRI Analysis with the Spinal Cord Toolbox.

Jan Valošek, Julien Cohen-Adad
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Abstract

The spinal cord plays a pivotal role in the central nervous system, providing communication between the brain and the body and containing critical motor and sensory networks. Recent advancements in spinal cord MRI data acquisition and image analysis have shown a potential to improve the diagnostics, prognosis, and management of a variety of pathological conditions. In this review, we first discuss the significance of standardized spinal cord MRI acquisition protocol in multi-center and multi-manufacturer studies. Then, we cover open-access spinal cord MRI datasets, which are important for reproducible science and validation of new methods. Finally, we elaborate on the recent advances in spinal cord MRI data analysis techniques implemented in the open-source software package Spinal Cord Toolbox (SCT).

利用脊髓工具箱进行可重复的脊髓定量 MRI 分析。
脊髓在中枢神经系统中起着举足轻重的作用,它提供大脑和身体之间的交流,并包含重要的运动和感觉网络。脊髓磁共振成像数据采集和图像分析领域的最新进展表明,脊髓磁共振成像具有改善各种病症的诊断、预后和管理的潜力。在这篇综述中,我们首先讨论了多中心和多厂家研究中标准化脊髓磁共振成像采集协议的意义。然后,我们将介绍开放存取的脊髓磁共振成像数据集,这对于可重现的科学和新方法的验证非常重要。最后,我们阐述了开源软件包脊髓工具箱(SCT)中实现的脊髓 MRI 数据分析技术的最新进展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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