Normalization of retinal nerve fiber layer thickness measurements made by time domain-optical coherence tomography
A scan location matching (SLM) method identifies conventional time domain optical coherence tomography (TD-OCT) circle scan locations within three-dimensional spectral domain OCT scan volumes. A technique uses both the SLM algorithm and a mathematical retinal nerve fiber bundle distribution (RNFBD) model, which is a simplified version of the anatomical retinal axon bundle distribution pattern, to normalize TD-OCT thickness measurements for the retinal nerve fiber layer (RNFL) of an off-centered TD-OCT circle scan to a virtual location, centered on the optic nerve head. The RNFBD model eliminates scan-to-scan RNFL thickness measurement variation caused by manual placement of TD-OCT circle scan.
1. A method of normalizing thickness measurements of a retinal nerve fiber layer in a two-dimensional optical coherence tomography image and a three-dimensional optical coherence tomography image, each image containing said layer comprising the steps of:
(A) performing at least one circle scan in said two-dimensional image to obtain a thickness of said layer;
(B) establishing image registration between said two-dimensional image and said three-dimensional image;
(C) generating a two-dimensional thickness map of said thickness of said layer from said three-dimensional image;
(D) performing at least three concentric circle scans for each of the superior hemi-sphere and the inferior hemi-sphere of said layer in said two-dimensional thickness map to delineate space coordinates of a center of gravity of said thickness in each respective hemi-sphere;
(E) generating at least one polynomial function based on said space coordinates of said respective centers of gravity to create a plurality of fitting curves; and
(F) performing a mathematic interpolation of said plurality to obtain thickness measurements along a virtual path in said two-dimensional thickness map, whereby said thickness measurements of said layer are normalized along said virtual path.
2. The method of claim 1 , wherein said polynomial function is a second order polynomial function.