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physics.optics2018★ 3 cited
Multicolor localization microscopy by deep learning
Eran Hershko*, Lucien E. Weiss*, Tomer Michaeli +1
Deep learning has become an extremely effective tool for image classification and image restoration problems. Here, we apply deep learning to microscopy, and demonstrate how neural…
physics.optics2018★ 645 cited
Deep-STORM: super-resolution single-molecule microscopy by deep learning
Elias Nehme, Lucien E. Weiss, Tomer Michaeli +1
We present an ultra-fast, precise, parameter-free method, which we term Deep-STORM, for obtaining super-resolution images from stochastically-blinking emitters, such as fluorescent…