DeepSTORM3D: dense 3D localization microscopy and PSF design by deep learning
Elias Nehme, Daniel Freedman, Racheli Gordon, Boris Ferdman, Lucien E. Weiss, Onit Alalouf, Tal Naor, Reut Orange, Tomer Michaeli, Yoav Shechtman
Topics & Concepts
Deep learningMicroscopyArtificial intelligenceCommon emitterComputer scienceComputer visionConvolutional neural networkOptical imagingPoint (geometry)Materials scienceOpticsArtificial neural networkDeep neural networksBiological systemPhysicsConfocal microscopyFluorescence microscopeImage processingUltrashort pulseMedical imagingImaging techniqueNanotechnologyPattern recognition (psychology)Biological specimenAdvanced Fluorescence Microscopy TechniquesCell Image Analysis TechniquesCellular Mechanics and Interactions