CPC G06T 5/001 (2013.01) [G06T 2200/24 (2013.01); G06T 2207/10101 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01)] | 20 Claims |
1. A computer-implemented method for generating device-specific optical coherence tomography (OCT) image data, comprising:
receiving, by one or more processors, at a unified domain generator, first image data corresponding to OCT image scans captured by one or more OCT devices;
processing, by the one or more processors, by the unified domain generator, the first image data to generate second image data corresponding to a unified representation of the OCT image scans;
determining, by the one or more processors, by a unified discriminator, third image data corresponding to a quality subset of the unified representation of the OCT image scans having a base resolution satisfying a first condition and a base noise type satisfying a second condition;
processing, by the one or more processors, using a conditional generator, the third image data to generate fourth image data corresponding to device-specific OCT image scans having a device-specific resolution satisfying a third condition and a device-specific noise type satisfying a fourth condition; and
outputting the fourth image data to a user interface of a computing device.
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