IEEE Transactions on Medical Imaging · 2018 · 10 citations · 28 references
Health ProfessionsOphthalmologyOptometryClinical OptometryOcular AnatomyOcular ImagingCorneal AnatomyCorneal DiseaseCorneal EctasiaCorneal Ectatic DisordersCorneal TopographyOcular BiometryCorneal Curvature MeasurementCorneal Ectasia AssessmentCorneal Ectasia DetectionCurvature MapsEctatic Corneal DisordersMean CurvaturePachymetry MappingSpline Smoothing
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 typically employed 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 or mean) 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 of metrics 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.
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Global Consensus on Keratoconus and Ectatic Diseases
José Álvaro Pereira Gomes, Donald Tan, Christopher J. Rapuano et al. · Cornea · 2015 · 1.1K citations
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Theodore Frankel · RPK (Politechniki Krakowskiej) · 2004 · 500 citations · Full text
<i>The Geometry of Physics: An Introduction</i>
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