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Democratising deep learning for microscopy with ZeroCostDL4Mic.
von Chamier L, Laine RF, Jukkala J, Spahn C, Krentzel D, Nehme E, Lerche M, Hernández-Pérez S, Mattila PK, Karinou E, Holden S, Solak AC, Krull A, Buchholz TO, Jones ML, Royer LA, Leterrier C, Shechtman Y, Jug F, Heilemann M, Jacquemet G, Henriques R. von Chamier L, et al. Among authors: shechtman y. Nat Commun. 2021 Apr 15;12(1):2276. doi: 10.1038/s41467-021-22518-0. Nat Commun. 2021. PMID: 33859193 Free PMC article.
Sparsity-based single-shot subwavelength coherent diffractive imaging.
Szameit A, Shechtman Y, Osherovich E, Bullkich E, Sidorenko P, Dana H, Steiner S, Kley EB, Gazit S, Cohen-Hyams T, Shoham S, Zibulevsky M, Yavneh I, Eldar YC, Cohen O, Segev M. Szameit A, et al. Among authors: shechtman y. Nat Mater. 2012 Apr 1;11(5):455-9. doi: 10.1038/nmat3289. Nat Mater. 2012. PMID: 22466747
Single-Particle Diffusion Characterization by Deep Learning.
Granik N, Weiss LE, Nehme E, Levin M, Chein M, Perlson E, Roichman Y, Shechtman Y. Granik N, et al. Among authors: shechtman y. Biophys J. 2019 Jul 23;117(2):185-192. doi: 10.1016/j.bpj.2019.06.015. Epub 2019 Jun 22. Biophys J. 2019. PMID: 31280841 Free PMC article.
DeepSTORM3D: dense 3D localization microscopy and PSF design by deep learning.
Nehme E, Freedman D, Gordon R, Ferdman B, Weiss LE, Alalouf O, Naor T, Orange R, Michaeli T, Shechtman Y. Nehme E, et al. Among authors: shechtman y. Nat Methods. 2020 Jul;17(7):734-740. doi: 10.1038/s41592-020-0853-5. Epub 2020 Jun 15. Nat Methods. 2020. PMID: 32541853 Free PMC article.
Learning Optimal Wavefront Shaping for Multi-Channel Imaging.
Nehme E, Ferdman B, Weiss LE, Naor T, Freedman D, Michaeli T, Shechtman Y. Nehme E, et al. Among authors: shechtman y. IEEE Trans Pattern Anal Mach Intell. 2021 Jul;43(7):2179-2192. doi: 10.1109/TPAMI.2021.3076873. Epub 2021 Jun 8. IEEE Trans Pattern Anal Mach Intell. 2021. PMID: 34029185
3D printable diffractive optical elements by liquid immersion.
Orange-Kedem R, Nehme E, Weiss LE, Ferdman B, Alalouf O, Opatovski N, Shechtman Y. Orange-Kedem R, et al. Among authors: shechtman y. Nat Commun. 2021 May 24;12(1):3067. doi: 10.1038/s41467-021-23279-6. Nat Commun. 2021. PMID: 34031389 Free PMC article.
65 results