| CPC G16H 50/20 (2018.01) [A61B 3/0025 (2013.01); A61B 5/4848 (2013.01); A61B 5/7264 (2013.01); G06N 3/02 (2013.01); G06N 7/01 (2023.01); G06N 20/10 (2019.01); G06N 20/20 (2019.01); G06T 7/0012 (2013.01); G06T 7/11 (2017.01); G06T 2207/10056 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30024 (2013.01); G06T 2207/30041 (2013.01)] | 24 Claims |
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1. A non-transitory computer-readable medium storing computer-executable instructions that, when executed, cause a processor to perform operations, comprising:
accessing an optical microscopy image comprising a set of corneal endothelial cells of a patient of a keratoplasty;
segmenting, based at least in part on a first model, a plurality of corneal endothelial cells of the set of corneal endothelial cells;
calculating one or more features from the segmented plurality of corneal endothelial cells, wherein calculating the one or more features includes calculating bright pigments, dark nuclei, and a thickness of dark gaps between cells of the segmented plurality of corneal endothelial cells; and
generating, via a second model using the one or more features, a prognosis associated with the keratoplasty at a time following the keratoplasty.
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