activity
20132026
most citedDeep-STORM: super-resolution single-molecule microscopy by deep learning

645 citations · 1k across the 7 of their papers we have counts for

collaborators

7 papers

physics.optics2026

Simultaneous plane illumination and detection in confocal microscopy using a mode-selective photonic lantern

Rodrigo Itzamná Becerra-Deana, Simon Desrochers, Raphaël Maltais-Tariant +5

Confocal microscopy is the cornerstone of cellular biology and biomedical research due to its non-destructive imaging, compatibility with live cells, sensitivity, optical sectionin…

physics.optics2021★ 22 cited

Multiplexed PSF engineering for 3D multicolor particle tracking

Nadav Opatovski, Yael Shalev Ezra, Lucien E. Weiss +3

Three-dimensional spatiotemporal tracking of microscopic particles in multiple colors is a challenging optical imaging task. Existing approaches require a trade-off between photon-…

eess.IV2020★ 5 cited

Learning an optimal PSF-pair for ultra-dense 3D localization microscopy

Elias Nehme, Boris Ferdman, Lucien E. Weiss +4

A long-standing challenge in multiple-particle-tracking is the accurate and precise 3D localization of individual particles at close proximity. One established approach for snapsho…

eess.IV2019★ 332 cited

DeepSTORM3D: dense three dimensional localization microscopy and point spread function design by deep learning

Elias Nehme, Daniel Freedman, Racheli Gordon +6

Localization microscopy is an imaging technique in which the positions of individual nanoscale point emitters (e.g. fluorescent molecules) are determined at high precision from the…

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…

q-bio.QM2013★ 14 cited

Robust Hypothesis Tests for Detecting Statistical Evidence of 2D and 3D Interactions in Single-Molecule Measurements

Christopher P. Calderon, Lucien E. Weiss, W. E. Moerner

A variety of experimental techniques have improved the 2D and 3D spatial resolution that can be extracted from \emph{in vivo} single-molecule measurements. This enables researchers…