Automated detection of multiple sclerosis lesions in serial brain MRI

Xavier Lladó; Onur Ganiler; Arnau Oliver; Robert Martí; Jordi Freixenet; Laia Valls; Joan C. Vilanova; Lluís Ramió-Torrentà; Àlex Rovira

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Automated detection of multiple sclerosis lesions in serial brain MRI

机译：连续脑MRI中自动检测多发性硬化病灶

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摘要

Multiple sclerosis (MS) is a serious disease typically occurring in the brain whose diagnosis and efficacy of treatment monitoring are vital. Magnetic resonance imaging (MRI) is frequently used in serial brain imaging due to the rich and detailed information provided.

机译：多发性硬化症（MS）是一种严重的疾病，通常发生在大脑中，其诊断和治疗监测的有效性至关重要。由于提供了丰富而详细的信息，磁共振成像（MRI）在连续脑成像中经常使用。

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《Neuroradiology》 |2012年第8期|p.787-807|共21页
作者
Xavier Lladó; Onur Ganiler; Arnau Oliver; Robert Martí; Jordi Freixenet; Laia Valls; Joan C. Vilanova; Lluís Ramió-Torrentà; Àlex Rovira;
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作者单位

Computer Vision and Robotics Group, University of Girona, Edifici P-IV Campus de Montilivi s, 17071, Girona, Spain;

Computer Vision and Robotics Group, University of Girona, Edifici P-IV Campus de Montilivi s, 17071, Girona, Spain;

Computer Vision and Robotics Group, University of Girona, Edifici P-IV Campus de Montilivi s, 17071, Girona, Spain;

Computer Vision and Robotics Group, University of Girona, Edifici P-IV Campus de Montilivi s, 17071, Girona, Spain;

Computer Vision and Robotics Group, University of Girona, Edifici P-IV Campus de Montilivi s, 17071, Girona, Spain;

Department of Radiology, Dr. Josep Trueta University Hospital, Girona, Spain;

Girona Magnetic Resonance Center, Girona, Spain;

Multiple Sclerosis and Neuroimmunology Unit, Dr. Josep Trueta University Hospital, Institut d’Investigació Biomèdica de Girona, Girona, Spain;

Magnetic Resonance Unit, Department;

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原文格式 PDF
正文语种 eng
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关键词
Multiple sclerosis; Serial analysis; MRI; Review;

机译：多发性硬化症;串行分析;MRI;复习;

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专利

1. Automated detection of multiple sclerosis lesions in serial brain MRI [J] . LladóX., GanilerO., OliverA., Neuroradiology . 2012,第8期

机译：连续脑MRI中自动检测多发性硬化病灶
2. Serial MRI in multiple sclerosis: a prospective pilot study of lesion load, whole brain volume and thalamic atrophy. [J] . Taylor I, Butzkueven H, Litewka L, Journal of clinical neuroscience: official journal of the Neurosurgical Society of Australasia . 2004,第2期

机译：多发性硬化症的连续MRI：对病变负荷，全脑容量和丘脑萎缩的前瞻性研究。
3. Multiple sclerosis: interobserver agreement in reporting active lesions on serial brain MRI using conventional spin echo, fast spin echo, fast fluid-attenuated inversion recovery and post-contrast T1-weighted images. [J] . Rovaris M, Barkhof F, Bastianello S, Journal of neurology . 1999,第10期

机译：多发性硬化症：使用常规自旋回波，快速自旋回波，快速液衰减倒置恢复和对比后T1加权图像在连续脑MRI上报告活动性病变的观察者同意。
4. Follow up of the Multiple Sclerosis Lesion's Evolution in Brain MRI by Automated Registration Approach [C] . Chaima Dachraoui, Aymen Mouelhi, Salam Labidi International Conference on Signal, Control and Communication . 2019

机译：通过自动配准方法追踪脑部MRI中多发性硬化病变的发展
5. A Bayesian Framework for 4-D Segmentation of Multiple Sclerosis Lesions in Serial MRI in the Brain [D] . Elliott, Colm. 2016

机译：颅脑MRI中多发性硬化病变4-D分段的贝叶斯框架
6. Human Brain Atlas-based Multimodal MRI Analysis of Volumetry Diffusimetry Relaxometry and Lesion Distribution in Multiple Sclerosis Patients and Healthy Adult Controls: Implications for understanding the Pathogenesis of Multiple Sclerosis and Consolidation of Quantitative MRI Results in MS [O] . Khader M. Hasan, Indika S. Walimuni, Humaira Abid, -1

机译：基于人脑地图集的多媒体MRI分析多发性硬化症患者和健康成人控制中的体积扩散弛豫弛豫和病变分布：对理解多发性硬化和定量MRI的整合结果的影响
7. Automatic change detection in multimodal serial MRI: application to multiple sclerosis lesion evolution [O] . Marcel Bosc, Fabrice Heitz, Jean-paul Armspach, 2003

机译：多模式连续mRI中的自动变化检测：应用于多发性硬化病变的演变

Automated detection of multiple sclerosis lesions in serial brain MRI

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