Journal
FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY
Volume 10, Issue -, Pages -Publisher
FRONTIERS MEDIA SA
DOI: 10.3389/fbioe.2022.1059129
Keywords
shape analysis; ankle joint; MRI; cerebral palsy; morphometry
Funding
- ANR [AI4CHILD ANR-19-CHIA-0015-01]
- Philips
- Fondation de l'Avenir, Paris, France
- Fondation Motrice, Paris, France
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This article proposes a comprehensive bone shape analysis approach to better understand the abnormal movement and posture issues in patients with cerebral palsy. By performing group analysis and individual analysis on a clinical MRI dataset, as well as analyzing three bones of the ankle, the authors aim to provide personalized understanding of bone deformities.
Cerebral palsy, a common physical disability in childhood, often causes abnormal patterns of movement and posture. To better understand the pathology and improve rehabilitation of patients, a comprehensive bone shape analysis approach is proposed in this article. First, a group analysis is performed on a clinical MRI dataset using two state-of-the-art shape analysis methods: ShapeWorks and a voxel-based method relying on Advanced Normalization Tools (ANTs) registration. Second, an analysis of three bones of the ankle is done to provide a complete view of the ankle joint. Third, a bone shape analysis is carried out at subject level to highlight variability patterns for personnalized understanding of deformities.
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