Deep-Z: 3D Virtual Refocusing of Fluorescence Images Using Deep Learning

We demonstrate a deep learning-based 3D virtual refocusing framework for fluorescence microscopy, which extends the imaging depth-of-field by 20-fold and corrects various aberrations, all digitally performed after a 2D image of the sample is captured.