Analysis of cornea curvature using radial basis functions - Part I: Methodology

作者：Griffiths G W^*; Plociniczak L; Schiesser W E

来源：Computers in Biology and Medicine, 2016, 77: 274-284.

DOI：10.1016/j.compbiomed.2016.08.011

• Corneal topography
• Cornea data-set
• Meshless method
• Radial basis RBF)
• Radius of curvature
• Partial differential equation (PDE)
• Elasticity coefficient
• Tension
• R language

We discuss the solution of cornea curvature using a meshless method based on radial basis functions (RBFs). A full two-dimensional nonlinear thin membrane partial differential equation (PDE) model is introduced and solved using the multiquadratic (MQ) and inverse multiquadratic (IMQ) RBFs. This new approach does not rely on radial symmetry or other simplifying assumptions in respect of the cornea shape. It also provides an alternative to corneal topography modeling methods requiring accurate material parameter values, such as Young's modulus and Poisson ratio, that may not be available. The results show good agreement with published corneal data and allow back calculations for estimating certain physical properties of the cornea, such as tension and elasticity coefficient. All calculations and generation of graphics were performed using the R language programming environment [34] and RStudio, the integrated development environment (IDE) for R [36], both of which are open source and free to download.
Part II [48] of this paper demonstrates how the method has been used to provide a very accurate fit to a corneal measured data set.

• 出版日期2016-10-1