Vitreoretinal membrane characterization using optical coherence tomography
View Patent ↗Optical coherence tomography (OCT) scan data is used to automatically detect and characterize vitreoretinal membranes in a spatially precise manner to generate a mask image. The mask image may characterize various aspects of a vitreoretinal membrane. The mask image is then overlaid with an optical image of the retina to enable visualization of the vitreoretinal membrane.
1. A method for characterizing membranes at vitreoretinal interfaces, the method comprising:
receiving 3-dimensional (3D) scan data of a vitreoretinal interface collected using optical coherence tomography, wherein the 3D scan data includes line scan data for a plurality of lines;
using the line scan data corresponding to a first line included in the plurality of lines at the vitreoretinal interface, detecting the vitreoretinal interface over the first line;
based on the vitreoretinal interface detected, detecting membrane locations along the first line, the membrane locations indicative of a vitreoretinal membrane; and
based on the membrane locations, generating a first line mask over the first line.
2. The method of claim 1 , further comprising:
using a plurality of line masks, including the first line mask, corresponding to the plurality of lines, generating a mask image of the vitreoretinal interface, wherein the mask image describes membrane regions in 2-dimensions (2D) comprised of the membrane locations.
3. The method of claim 2 , further comprising:
overlaying the mask image onto a corresponding optical image of the vitreoretinal interface to generate an overlay image; and
outputting the overlay image to a user.
4. The method of claim 3 , wherein the 3D scan data and the optical image correspond to a region-of-interest of the vitreoretinal interface selected by the user.
5. The method of claim 3 , wherein outputting the overlay image further comprises:
outputting the overlay image to an oculus of a surgical microscope.
6. The method of claim 5 , wherein receiving the 3D scan data further comprises:
collecting the 3D scan data using the surgical microscope.
7. The method of claim 1 , wherein the membrane locations are indicative of at least one of: a detached membrane; an attached membrane; a membrane thickness; a membrane position; and a membrane type.
8. An image processing system for characterizing membranes at vitreoretinal interfaces, the image processing system comprising:
a processor enable to access memory media storing instructions executable by the processor to:
receive 3-dimensional (3D) scan data of a vitreoretinal interface collected using optical coherence tomography, wherein the 3D scan data includes line scan data for a plurality of lines;
using the line scan data corresponding to a first line included in the plurality of lines at the vitreoretinal interface, detect the vitreoretinal interface over the first line;
based on the vitreoretinal interface detected, detect membrane locations along the first line, the membrane locations indicative of a vitreoretinal membrane; and
based on the membrane locations, generate a first line mask over the first line.
9. The image processing system of claim 8 , further comprising instructions to:
using a plurality of line masks, including the first line mask, corresponding to the plurality of lines, generate a mask image of the vitreoretinal interface, wherein the mask image describes membrane regions in 2-dimensions (2D) comprised of the membrane locations.
10. The image processing system of claim 9 , further comprising instructions to:
overlay the mask image onto a corresponding optical image of the vitreoretinal interface to generate an overlay image; and
output the overlay image to a user.
11. The image processing system of claim 10 , wherein the 3D scan data and the optical image correspond to a region-of-interest of the vitreoretinal interface selected by the user.
12. The image processing system of claim 10 , wherein the instructions to output the overlay image further comprise instructions to:
output the overlay image to an oculus of a surgical microscope.
13. The image processing system of claim 12 , wherein the instructions to receive the 3D scan data further comprise instructions to:
collect the 3D scan data using the surgical microscope.
14. The image processing system of claim 8 , wherein the membrane locations are indicative of at least one of: a detached membrane; an attached membrane; a membrane thickness; a membrane position; and a membrane type.
15. An article of manufacture comprising non-transitory memory media for characterizing membranes at vitreoretinal interfaces, the memory media storing instructions executable by a processor to:
receive 3-dimensional (3D) scan data of a vitreoretinal interface collected using optical coherence tomography, wherein the 3D scan data includes line scan data for a plurality of lines;
using the line scan data corresponding to a first line included in the plurality of lines at the vitreoretinal interface, detect the vitreoretinal interface over the first line;
based on the vitreoretinal interface detected, detect membrane locations along the first line, the membrane locations indicative of a vitreoretinal membrane; and
based on the membrane locations, generate a first line mask over the first line, wherein the membrane locations are indicative of at least one of: a detached membrane; an attached membrane; a membrane thickness; a membrane position; and a membrane type.
16. The article of manufacture of claim 15 , further comprising instructions to:
using a plurality of line masks, including the first line mask, corresponding to the plurality of lines, generate a mask image of the vitreoretinal interface, wherein the mask image describes membrane regions in 2-dimensions (2D) comprised of the membrane locations.
17. The article of manufacture of claim 16 , further comprising instructions to:
overlay the mask image onto a corresponding optical image of the vitreoretinal interface to generate an overlay image; and
output the overlay image to a user.
18. The article of manufacture of claim 17 , wherein the 3D scan data and the optical image correspond to a region-of-interest of the vitreoretinal interface selected by the user.
19. The article of manufacture of claim 17 , wherein the instructions to output the overlay image further comprise instructions to:
output the overlay image to an oculus of a surgical microscope.
20. The article of manufacture of claim 19 , wherein the instructions to receive the 3D scan data further comprise instructions to:
collect the 3D scan data using the surgical microscope.