Title :
A characterization of the geometric architecture of the peritalar joint complex via MRI, an aid to classification of foot type
Author :
Stindel, Eric ; Udupa, Jayaram K. ; Hirsch, Bruce E. ; Odhner, Dewey
Author_Institution :
LATIM, Univ. de Clermont-Ferrand I, France
Abstract :
The purpose of this work is to study the architecture of the rearfoot using in vivo MR image data. Each data set used in this study is made of sixty sagittal slices of the foot acquired in a 1.5-T commercial GE MR system. The authors use the live-wire method to delineate boundaries and form the surfaces of the bones. In the first part of this work, they describe a new method to characterize the three-dimensional (3-D) relationships of four bones of the peritalar complex and apply this description technique to data sets from ten normal subjects and from seven pathological cases. In the second part, the authors propose a procedure to classify feet, based on the values of these new architectural parameters. They conclude that this noninvasive method offers a unique tool to characterize the 3-D architecture of the feet in live patients, based on a set of new architectural parameters. This can be integrated into a set of tools to improve diagnosis and treatment of foot malformations.
Keywords :
biomedical MRI; edge detection; image classification; medical image processing; orthopaedics; 1.5 T; 1.5-T commercial GE MR system; MRI; architectural parameters; foot malformations diagnosis; foot malformations treatment; foot type classification; geometric architecture characterization; live patients; magnetic resonance imaging; medical diagnostic imaging; noninvasive method; normal subjects; pathological cases; peritalar joint complex; sagittal slices; Biomedical image processing; Bones; Diagnostic radiography; Foot; Joints; Magnetic resonance imaging; Morphology; Pathology; Radiology; X-ray imaging; Algorithms; Foot; Foot Deformities; Humans; Image Processing, Computer-Assisted; Magnetic Resonance Imaging; Tarsal Bones; Tarsal Joints;
Journal_Title :
Medical Imaging, IEEE Transactions on