TOM500:用于甲状腺眼病的多器官注释轨道MRI数据集
Haiyang Zhang1,2,3, Hoi Chi Chan1,2,3, Jiashuo Xu1,2,3
1Department of Ophthalmology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
TOM500数据集提供注释的轨道MRI扫描和500名甲状腺眼病 (TED) 患者的临床数据. 这个资源有助于开发用于诊断和分类TED的计算工具.
科学领域:
- 眼科医生 眼科 眼科
- 放射学 放射学是一门学科.
- 医疗成像医学成像
背景情况:
- 甲状腺眼病 (TED) 是一种自身免疫性疾病,具有轨道磁共振成像 (MRI) 发现的特征.
- 轨道结构的准确细分对于TED诊断和管理至关重要.
- 现有的轨道MRI数据集缺乏全面的注释和临床数据.
研究的目的:
- 为了介绍TOM500,这是最大的公开可用的注释轨道MRI数据集,用于甲状腺眼病.
- 为开发和验证TED分析计算工具提供一个有价值的资源.
- 通过人工智能促进TED诊断,分类和监测方面的进步.
主要方法:
- 500名TED患者的T2加权轨道MRI扫描的汇编.
- 由初级注释者对九个关键轨道结构的注释,由专家放射学家进行审查.
- 包括全面的临床数据,包括人口统计和疾病持续时间.
主要成果:
- 创建TOM500,一个多器官注释轨道MRI数据集.
- 使用类内相关系数评估细分一致性.
- 提供适合机器学习模型开发的数据集.
结论:
- 对于TED来说,TOM500代表了对轨道成像领域的重大贡献.
- 该数据集将加速为TED开发自动诊断和分类工具的开发.
- 这个资源支持计算眼科和放射学领域的未来研究.
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