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Elias Nehme
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Deep-STORM: super-resolution single-molecule microscopy by deep learning
E Nehme, LE Weiss, T Michaeli, Y Shechtman
Optica 5 (4), 458-464, 2018
5592018
Democratising deep learning for microscopy with ZeroCostDL4Mic
L von Chamier, RF Laine, J Jukkala, C Spahn, D Krentzel, E Nehme, ...
Nature communications 12 (1), 2276, 2021
381*2021
DeepSTORM3D: dense 3D localization microscopy and PSF design by deep learning
E Nehme, D Freedman, R Gordon, B Ferdman, LE Weiss, O Alalouf, ...
Nature methods 17 (7), 734-740, 2020
2532020
Single-particle diffusion characterization by deep learning
N Granik, LE Weiss, E Nehme, M Levin, M Chein, E Perlson, Y Roichman, ...
Biophysical journal 117 (2), 185-192, 2019
1592019
Learning optimal wavefront shaping for multi-channel imaging
E Nehme, B Ferdman, LE Weiss, T Naor, D Freedman, T Michaeli, ...
IEEE Transactions on Pattern Analysis and Machine Intelligence 43 (7), 2179-2192, 2021
36*2021
VIPR: vectorial implementation of phase retrieval for fast and accurate microscopic pixel-wise pupil estimation
B Ferdman, E Nehme, LE Weiss, R Orange, O Alalouf, Y Shechtman
Optics Express 28 (7), 10179-10198, 2020
302020
3D printable diffractive optical elements by liquid immersion
R Orange-Kedem, E Nehme, LE Weiss, B Ferdman, O Alalouf, ...
Nature communications 12 (1), 3067, 2021
232021
Herna ́ ndez-Pe ́ rez, S
L Von Chamier, RF Laine, J Jukkala, C Spahn, D Krentzel, E Nehme, ...
Mattila, PK, Karinou, E. et al, 2021
202021
Roadmap on Deep Learning for Microscopy
G Volpe, C Wählby, L Tian, M Hecht, A Yakimovich, K Monakhova, ...
ArXiv, 2023
102023
Microscopic scan-free surface profiling over extended axial ranges by point-spread-function engineering
R Gordon-Soffer, LE Weiss, R Eshel, B Ferdman, E Nehme, M Bercovici, ...
Science Advances 6 (44), eabc0332, 2020
92020
Automated analysis of fluorescence kinetics in single-molecule localization microscopy data reveals protein stoichiometry
A Saguy, TN Baldering, LE Weiss, E Nehme, C Karathanasis, MS Dietz, ...
The Journal of Physical Chemistry B 125 (22), 5716-5721, 2021
72021
Uncertainty Quantification via Neural Posterior Principal Components
E Nehme, O Yair, T Michaeli
arXiv preprint arXiv:2309.15533, 2023
42023
Deep-ROCS: from speckle patterns to superior-resolved images by deep learning in rotating coherent scattering microscopy
A Saguy, F Jünger, A Peleg, B Ferdman, E Nehme, A Rohrbach, ...
Optics Express 29 (15), 23877-23887, 2021
22021
Deep learning for dense and multicolor localization microscopy (Conference Presentation)
E Nehme, E Hershko, LE Weiss, T Michaeli, Y Shechtman
Single Molecule Spectroscopy and Superresolution Imaging XII 10884, 108840R, 2019
22019
Learning Optimal Multicolor PSF Design for 3D Pairwise Distance Estimation
O Goldenberg, B Ferdman, E Nehme, YS Ezra, Y Shechtman
Intelligent Computing 2022, 0004, 2022
12022
Quantifying cell-cycle-dependent chromatin dynamics during interphase by live 3D tracking
T Naor, Y Nogin, E Nehme, B Ferdman, LE Weiss, O Alalouf, ...
Iscience 25 (5), 2022
12022
Uncertainty Visualization via Low-Dimensional Posterior Projections
O Yair, E Nehme, T Michaeli
arXiv preprint arXiv:2312.07804, 2023
2023
Point Spread Function Engineering for 3D Imaging in High-Throughput Microscopy
N Zoref, N Opatovski, E Nehme, M Avrashami, I Barzilai, RK Orange, ...
Computational Optical Sensing and Imaging, JM2B. 5, 2023
2023
3D Printing-Based Fabrication of Diffractive Optical Elements by Near-Index-Matching
R Orange-Kedem, E Nehme, LE Weiss, B Ferdman, O Alalouf, ...
Optical Fabrication and Testing, OM3B. 3, 2023
2023
Large-FOV 3D localization microscopy by spatially variant point spread function generation
D Xiao, R Kedem Orange, N Opatovski, A Parizat, E Nehme, O Alalouf, ...
bioRxiv, 2023.07. 30.551150, 2023
2023
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Articles 1–20