Simulating visual field test from structural scans
Aspects of the invention include a computer implemented method for simulating visual field test results from structural scans, the method includes processing eye image data to extract visual functioning related features. Additionally, generating a representation of a visual function of the eye that is independent of a visual field test (VFT) configuration. Then generating a simulated VFT configuration specific test result based at least in part on the representation.
1. A computer-implemented method comprising:
processing, by a processor, eye image data to extract visual functioning related features;
generating, by the processor, a representation of a visual function of the eye that is independent of a visual field test (VFT) configuration; and
generating, by the processor, a simulated VFT configuration specific test result based at least in part on the representation.
2. The computer-implemented method of claim 1 , wherein the VFT configuration comprises a VFT device type or a VFT device setting.
3. The computer-implemented method of claim 1 , wherein the VFT configuration comprises a VFT.
4. The computer-implemented method of claim 1 , further comprising:
interfacing with a visual field testing software on a computing system; and
providing the simulated device specific test result in a format similar to a format generated by the visual field testing software.
5. The computer-implemented method of claim 1 , wherein the eye image data was obtained using optical coherence tomography.
6. The computer-implemented method of claim 1 , wherein the VFT configuration specific test result is generated by a decoder of a plurality of decoders.
7. The computer-implemented method of claim 6 further comprising:
receiving a selection of a VFT configuration; and
selecting the decoder of the plurality of decoders based on the selection.
8. A system comprising:
a memory having computer readable instructions; and
one or more processors for executing the computer readable instructions, the computer readable instructions controlling the one or more processors to perform operations comprising:
processing eye image data to extract visual functioning related features;
generating a representation of a visual function of the eye that is independent of a visual field test (VFT) configuration; and
generating a simulated VFT configuration specific test result based at least in part on the representation.
9. The system of claim 8 , wherein the VFT configuration comprises a VFT device type or a VFT device setting.
10. The system of claim 8 , wherein the VFT configuration comprises a VFT.
11. The system of claim 8 , the operations further comprising:
interfacing with a visual field testing software on a computing system; and
providing the simulated device specific test result in a format similar to a format generated by the visual field testing software.
12. The system of claim 8 , wherein the eye image data was obtained using optical coherence tomography.
13. The system of claim 8 , wherein the VFT configuration specific test result is generated by a decoder of a plurality of decoders.
14. The computer-implemented method of claim 13 , the operations further comprising:
receiving a selection of a VFT configuration; and
selecting the decoder of the plurality of decoders based on the selection.
15. A computer program product comprising a computer readable storage medium having program instructions embodied therewith, the program instructions executable by a processor to cause the processor to perform operations comprising:
processing eye image data to extract visual functioning related features;
generating a representation of a visual function of the eye that is independent of a visual field test (VFT) configuration; and
generating a simulated VFT configuration specific test result based at least in part on the representation.
16. The computer program product of claim 15 , wherein the VFT configuration comprises a VFT device type or a VFT device setting.
17. The computer program product of claim 15 , wherein the VFT configuration comprises a VFT.
18. The computer program product of claim 15 , the operations further comprising:
interfacing with a visual field testing software on a computing system; and
providing the simulated device specific test result in a format similar to a format generated by the visual field testing software.
19. The computer program product of claim 15 , wherein the eye image data was obtained using optical coherence tomography.
20. The computer program product of claim 15 , wherein the VFT configuration specific test result is generated by a decoder of a plurality of decoders.