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Rapid tissue oxygenation mapping from snapshot structured-light images with adversarial deep learning
When tested on human feet, a cross-validated OxyGAN maps tissue oxygenation with an accuracy of 96. 5%.
GANPOP: Generative Adversarial Network Prediction of Optical Properties from Single Snapshot Wide-field Images
In human gastrointestinal specimens, GANPOP estimates both reduced scattering and absorption coefficients at 660 nm from a single 0. 2/mm spatial frequency illumination image with 58% higher accuracy than SSOP.
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