Williams Tomos G, Taylor Christopher J, Gao ZaiXiang, Waterton John C
Imaging Science and Biomedical Engineering, University of Manchester, Manchester, UK.
Inf Process Med Imaging. 2003 Jul;18:126-35. doi: 10.1007/978-3-540-45087-0_11.
We present a method for corresponding and combining cartilage thickness readings from a population of patients using the underlying bone structure as a reference. Knee joint femoral bone and cartilage surfaces are constructed from a set of parallel slice segmentations of MR scans. Correspondence points across a population of bone surfaces are defined and refined by minimising an objective function based on the Minimum Description Length of the resulting statistical shape model. The optimised bone model defines a set of corresponding locations from which 3D measurements of the cartilage thickness can be taken and combined for a population of patients. Results are presented for a small group of patients demonstrating the feasibility and potential of the approach as a means of detecting sub-millimetre cartilage thickness changes due to disease progression.
我们提出了一种方法,该方法利用基础骨骼结构作为参考,来对应和合并来自一群患者的软骨厚度读数。膝关节股骨骨骼和软骨表面由一组磁共振成像扫描的平行切片分割构建而成。通过基于所得统计形状模型的最小描述长度最小化目标函数,来定义和细化一群骨骼表面上的对应点。优化后的骨骼模型定义了一组相应的位置,从中可以获取软骨厚度的三维测量值,并合并用于一群患者。文中给出了一小群患者的结果,证明了该方法作为检测由于疾病进展导致的亚毫米级软骨厚度变化手段的可行性和潜力。