Simultaneous Estimation of Corneal Topography, Pachymetry, and Curvature

被引:4
|
作者
Nasrin, Farzana [1 ]
Iyer, Ram V. [1 ]
Mathews, Steven M. [1 ,2 ]
机构
[1] Texas Tech Univ, Dept Math & Stat, Lubbock, TX 79409 USA
[2] West Texas Eye Associates, Lubbock, TX 79424 USA
关键词
Corneal curvature; corneal elevation maps; corneal pachymetry; diagnostic metrics; optical coherence tomography; keratoconus; Scheimpflug imager; smoothing spline; true mean curvature; OPTICAL COHERENCE TOMOGRAPHY; IN-SITU KERATOMILEUSIS; PELLUCID MARGINAL DEGENERATION; ULTRASOUND PACHYMETRY; INHERENT ERROR; ORBSCAN-II; KERATOCONUS; THICKNESS; PARAMETERS; VISANTE;
D O I
10.1109/TMI.2018.2836304
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Identification of objective criteria to correctly diagnose ectatic diseases of the cornea or to detect early stages of corneal ectasia is of great interest in ophthalmology and optometry. Metrics for diagnosis typicallyemployed are curvature maps (axial/sagittal, tangential); elevation map of the anterior surface of the cornea with respect to a reference sphere; and pachymetry (thickness) map of the cornea. We present evidence that currently used curvature maps do not represent the actual curvatures (principal ormean) in a human cornea. A novel contribution of this paper is the computation of the true mean curvature over every point of a central region of the cornea. We show that the true mean curvature can accurately identify the location of the ectasia. We present a quartic smoothing spline algorithm for the simultaneous computation of elevation maps for anterior and posterior corneal surfaces, pachymetry, and true mean curvature. The input to the algorithm is data from a single measurement from imaging devices such as an anterior segment optical coherence tomographer or a Scheimpflug imager. We show that a different combination ofmetrics is useful for the diagnosis of existing ectasia (true mean curvature and anterior elevation map) as opposed to subclinical ectasia (pachymetry and posterior elevation map). We compare our results with existing algorithms, and present applications to a normal cornea, a forme fruste keratoconic cornea, and an advanced keratoconic cornea.
引用
收藏
页码:2463 / 2473
页数:11
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