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Cross-system biological image quality enhancement based on the generative adversarial network as a foundation for establishing a multi-institute microscopy cooperative network
For our best model in the case of comparing HQ-generated images and HQ-ground truth images, the median values of the metrics are 6x10-4, 0. 9413, and 31. 87, for MSE, SSIM, and PSNR, respectively.
SLOVA: Uncertainty Estimation Using Single Label One-Vs-All Classifier
The proposed classifier is confident only if a single class has a high probability and other probabilities are negligible.
Introduction to Cross-Entropy Clustering The R Package CEC
The R Package CEC performs clustering based on the cross-entropy clustering (CEC) method, which was recently developed with the use of information theory.
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