- 作者：Konstantina Boutsikou ; Spiros Kostopoulos ; Dimitris Glotsos ; Dionisis Cavouras ; Eleftherios Lavdas ; Georgia Oikonomou ; Konstantinos Malizos ; Ioannis V. Fezoulidis ; Marianna Vlychou
- 关键词：Articular cartilage ; Knee injuries ; Magnetic resonance imaging ; Texture analysis ; Cartilage lesions
- 刊名：European Journal of Radiology
- 出版年：2013
- 出版时间：August, 2013
- 年：2013
- 卷：82
- 期：8
- 页码：1266-1272
- 全文大小：1284 K
Objectives
In the present work, we aim to identify changes in the cartilage texture of the injured knee in young, physically active, patients by computer analysis of MRI images based on 3.0 T morphological sequences.Methods
Fifty-three young patients with training injury or trauma in one knee underwent MRI and arthroscopy. Textural features were computed from the MRI images of the knee-cartilages and two classes were formed of 28 normal and 16 with pathology only in the medial femoral condyle (MFC) cartilage.
Results
Textural features with statistically significant differences between the two classes were found only at the MFC and the medial tibial condyle (MTC) areas. Three features-combinations, at the MFC or the MTC, maximized the between classes separation, thus, rendering alterations in cartilage texture due to injury more evident. The MFC cartilage in the pathology class was found more inhomogeneous in the distribution of gray-levels and of lower texture anisotropy and the opposed MTC cartilage, though normal on MRI and arthroscopy, was found to have lower texture anisotropy than cartilage in the normal class.
Conclusion
Texture analysis may be used as an adjunct to morphological MR imaging for improving the detection of subtle cartilage changes and contributes to early therapeutic approach.