A continuous point measure for quantifying skull deformation in medical diagnostics

Healthcare Technology Letters

article

Herbert F. Jelinek¹  Ben Strachan³  Bridget O'Connor⁴  Ahsan Khandoker² 

[1] Australian School of Advanced Medicine, Macquarie University;Department of Biomedical Engineering, Khalifa University, United Arab Emirates;Centre for Research in Complex Systems and School of Community Health, Charles Sturt University;Paediatric Physiotherapy Unit, Gateway Community Health Centre

关键词: computerised tomography;    medical disorders;    biomedical MRI;    deformation;    bone;    continuous point measure;    skull deformation;    medical diagnostics;    deformational plagiocephaly;    infant sleeping position;    skull asymmetry;    MRI images;    CT scans;    cranial vault asymmetry index;    sensitivity;    skull contour;    mean bending energy;    Hermitian wavelet;    structural pathology;   

DOI  :  10.1049/htl.2013.0029

学科分类：肠胃与肝脏病学

来源: Wiley

【 摘 要 】

Deformational plagiocephaly (DP) manifests in a deformed skull primarily caused by retaining a constant sleeping position in infants. Manual measures of skull asymmetry based on MRI or CT scans combined with the cranial vault asymmetry index (CVAI) provides information on the extent of asymmetry. CVAI uses four points on the skull as markers for the asymmetry index but tends to underestimate the deformity because of the lack of sampling points. Computer-based continuous-point methods may be a more objective measure with better sensitivity for the skull contour. The outline of the skull circumference of infants with confirmed cranial deformity was obtained from the literature and analysed applying the mean bending energy (MBE) obtained from the Hermitian wavelet. MBE was shown to correlate with CVAI in the current sample and has the potential to add both quantitative and visual information in 2D or 3D space for the clinician to diagnose DP. Wavelet-based continuous-point estimation of skull asymmetry is a useful method as it is more sensitive to mild deformation anywhere along the skull outline and in assessing slow but progressive improvement as a result of treatment. The broader significance is that this method can be applied to other structural pathology analysis in clinical practice.

【 授权许可】

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