Department of Cartographic Engineering, Geodesy and Photogrammetry, Universitat Politècnica de València, Camino de Vera, s/n, Building 7i, 46022, Valencia, Spain.
Department of Cartographic and Land Engineering, Higher Polytechnic School of Avila, University of Salamanca, Hornos Caleros 50, 05003, Ávila, Spain.
Sci Rep. 2022 Jan 7;12(1):167. doi: 10.1038/s41598-021-04181-z.
Cranial deformation and deformational plagiocephaly (DP) in particular affect an important percentage of infants. The assessment and diagnosis of the deformation are commonly carried by manual measurements that provide low interuser accuracy. Another approach is the use of three-dimensional (3D) models. Nevertheless, in most cases, deformation measurements are carried out manually on the 3D model. It is necessary to develop methodologies for the detection of DP that are automatic, accurate and take profit on the high quantity of information of the 3D models. Spherical harmonics are proposed as a new methodology to identify DP from head 3D models. The ideal fitted ellipsoid for each head is computed and the orthogonal distances between head and ellipsoid are obtained. Finally, the distances are modelled using spherical harmonics. Spherical harmonic coefficients of degree 2 and order - 2 are identified as the correct ones to represent the asymmetry characteristic of DP. The obtained coefficient is compared to other anthropometric deformation indexes, such as Asymmetry Index, Oblique Cranial Length Ratio, Posterior Asymmetry Index and Anterior Asymmetry Index. The coefficient of degree 2 and order - 2 with a maximum degree of 4 is found to provide better results than the commonly computed anthropometric indexes in the detection of DP.
颅骨变形和变形性斜头(DP)尤其会影响到相当大比例的婴儿。变形的评估和诊断通常通过手动测量来进行,其准确性较低。另一种方法是使用三维(3D)模型。然而,在大多数情况下,变形测量是在 3D 模型上手动进行的。有必要开发自动、准确的 DP 检测方法,并利用 3D 模型的大量信息。球谐函数被提议作为一种从头部 3D 模型中识别 DP 的新方法。为每个头部计算理想的拟合椭球体,并获得头部和椭球体之间的正交距离。最后,使用球谐函数对距离进行建模。确定度为 2 和阶为-2 的球谐系数是表示 DP 不对称特征的正确系数。将得到的系数与其他人体测量变形指标,如不对称指数、斜颅长比、后不对称指数和前不对称指数进行比较。发现度为 2 和阶为-2 的系数最高可达 4,在 DP 的检测中比通常计算的人体测量指标提供了更好的结果。