Machine Learning GAN Deconvolution

We initially benchmarked our GAN against the LUCYD network using a Z-stack of a selection U2OS cells acquired by widefield microscopy from the Li et al dataset (Li et al., 2022) . Following this we ran another benchmark against Deconwolf to gain a direct comparison of the improvements achieved using a Z-stack image from the ChrX-36plex OligoFISSEQ dataset (Nguyen et al., 2020). Data is organised as follow: ├───Input└───Output ├───Deconwolf ├───GAN └───LUCYD