Novel Automatic Tool for Magnetic Resonance Imaging Quantification of Bone Erosion Scoring in Rheumatoid Arthritis

机译：类风湿性关节炎骨侵蚀抗磁共振成像量化的新型自动化工具

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Rheumatoid arthritis (RA) is a systemic disease that affects the synovial joints. Currently, the gold standard measurement for tracking the progression of the disease involves a semi-quantitative assessment of bone erosion, bone marrow edema and synovitis, as seen in magnetic resonance images (MRI). The work presented in this paper identifies how computer automation can be used to quantify bone erosion volumes in MRI without expert and time consuming interventions. This tool is fully integrated in a computer aided diagnosis (CAD) system named RheumaSCORE (Softeco Sismat Srl). Preliminary results of qualitative and quantitative validation are presented and discussed at the end of the paper.

机译：类风湿性关节炎（RA）是一种影响滑膜关节的全身疾病。目前，跟踪疾病进展的黄金标准测量涉及磁共振图像（MRI）中的骨腐蚀，骨髓水肿和滑膜炎的半定量评估。本文提出的工作确定了计算机自动化如何用于量化MRI中的骨侵蚀量而无需专家和耗时的干预措施。该工具完全集成在名为Rheumascore（Softeco Sismat SRL）的计算机辅助诊断（CAD）系统中。在纸质结束时介绍和讨论了定性和定量验证的初步结果。

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《International Workshop on Recent Advances in Digital Security:iometrics and Forensics》|2015年||共8页
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Patrizia Parascandolo; Lorenzo Cesario; Loris Vosilla; Francesca Barbieri; Marco Amedeo Cimmino; Gianni Viano;
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中图分类 TP391.41-53;
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Computer aided diagnosis (CAD); Erosion scoring; Image processing; Principal component analysis (PCA); Shape reconstruction; Rheumascore; Rheumatoid arthritis;

机译：计算机辅助诊断（CAD）;侵蚀评分;图像处理;主成分分析（PCA）;形状重建;rheumascore;类风湿性关节炎;

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1. Association of bone edema with the progression of bone erosions quantified by hand magnetic resonance imaging in patients with rheumatoid arthritis in remission [J] . LisbonaM.P., PàmiesA., AresJ., The Journal of rheumatology . 2014,第8期

机译：缓解期类风湿关节炎患者的骨水肿与骨侵蚀进展的关系，通过手工磁共振成像定量
2. Are bone erosions detected by magnetic resonance imaging and ultrasonography true erosions? A comparison with computed tomography in rheumatoid arthritis metacarpophalangeal joints [J] . Uffe M?ller D?hn, Bo J Ejbjerg, Michel Court-Payen, Arthritis Research . 2006,第4期

机译：通过磁共振成像和超声检查检测到的骨侵蚀是否是真正的侵蚀？类风湿关节炎掌指关节与计算机断层扫描的比较
3. Patterns of magnetic resonance imaging bone erosion in rheumatoid arthritis--which bones are most frequently involved and show the most change? [J] . Ostergaard M, Moller Dohn U, Duer Jensen A, The Journal of rheumatology . 2011,第9期

机译：类风湿性关节炎的磁共振成像骨侵蚀模式-哪些骨骼受累最多且变化最大？
4. Novel Automatic Tool for Magnetic Resonance Imaging Quantification of Bone Erosion Scoring in Rheumatoid Arthritis [C] . Patrizia Parascandolo, Lorenzo Cesario, Loris Vosilla, International conference on image analysis and processing;International workshop on recent advances in digital security: biometrics and forensics;Workshop on color in texture and material recognition;Workshop on medical imaging in rheumatology: advanced applications for the analysis of inflammation and damage in the rheumatoid joint;Workshop on image-based smart city application;International workshop on multimedia assisted dietary management;Workshop on scene background modeling and initalization;workshop on image and video processing for quality of multimedia experience . 2015

机译：类风湿关节炎的骨侵蚀得分的磁共振成像定量的新型自动工具
5. Magnetic resonance imaging of short-T2 tissues with applications for quantifying cortical bone water and myelin. [D] . Li, Cheng. 2014

机译：短T2组织的磁共振成像及其在定量皮质骨水和髓磷脂中的应用。
6. Are bone erosions detected by magnetic resonance imaging and ultrasonography true erosions? A comparison with computed tomography in rheumatoid arthritis metacarpophalangeal joints [O] . Uffe Møller Døhn, Bo J Ejbjerg, Michel Court-Payen, 2006

机译：通过磁共振成像和超声检查检测到的骨侵蚀是否是真正的侵蚀？类风湿关节炎掌指关节与计算机断层扫描的比较
7. Rheumatoid arthritis hand lesions assessed with outcome measures in rheumatoid arthritis clinical trials-rheumatoid arthritis magnetic resonance imaging score – proposing an extended rheumatoid arthritis magnetic resonance imaging score [O] . M. del Carmen Larios-Forte, Mario A. Garza-Elizondo, Cassandra M. Skinner-Taylor, 2021

机译：类风湿性关节炎手病变评估了类风湿性关节炎临床试验 - 类风湿性关节炎磁共振成像评分 - 提出延长类风湿性关节炎磁共振成像评分

Novel Automatic Tool for Magnetic Resonance Imaging Quantification of Bone Erosion Scoring in Rheumatoid Arthritis

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