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		<title>WikiSysop: Created page with &quot;== Citation ==  Luo, Z.; Campos-Acevedo, A. A.; Lv, L.; Wang, Q.; Ma, J. Sparseness and Smoothness Regularized Imaging for improving the resolution of Cryo-EM single-particle...&quot;</title>
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		<updated>2021-02-02T08:03:10Z</updated>

		<summary type="html">&lt;p&gt;Created page with &amp;quot;== Citation ==  Luo, Z.; Campos-Acevedo, A. A.; Lv, L.; Wang, Q.; Ma, J. Sparseness and Smoothness Regularized Imaging for improving the resolution of Cryo-EM single-particle...&amp;quot;&lt;/p&gt;
&lt;p&gt;&lt;b&gt;New page&lt;/b&gt;&lt;/p&gt;&lt;div&gt;== Citation ==&lt;br /&gt;
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Luo, Z.; Campos-Acevedo, A. A.; Lv, L.; Wang, Q.; Ma, J. Sparseness and Smoothness Regularized Imaging for improving the resolution of Cryo-EM single-particle reconstruction. Proceedings of the National Academy of Sciences of the United States of America, 2021, 118&lt;br /&gt;
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== Abstract ==&lt;br /&gt;
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In this paper, we present a refinement method for cryo-electron microscopy (cryo-EM) single-particle reconstruction, termed as OPUS-SSRI (Sparseness and Smoothness Regularized Imaging). In OPUS-SSRI, spatially varying sparseness and smoothness priors are incorporated to improve the regularity of electron density map, and a type of real space penalty function is designed. Moreover, we define the back-projection step as a local kernel regression and propose a first-order method to solve the resulting optimization problem. On the seven cryo-EM datasets that we tested, the average improvement in resolution by OPUS-SSRI over that from RELION 3.0, the commonly used image-processing software for single-particle cryo-EM, was 0.64 Å, with the largest improvement being 1.25 Å. We expect OPUS-SSRI to be an invaluable tool to the broad field of cryo-EM single-particle analysis. The implementation of OPUS-SSRI can be found at https://github.com/alncat/cryoem. &lt;br /&gt;
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== Keywords ==&lt;br /&gt;
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== Links ==&lt;br /&gt;
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https://www.pnas.org/content/118/2/e2013756118&lt;br /&gt;
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== Related software ==&lt;br /&gt;
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== Related methods ==&lt;br /&gt;
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== Comments ==&lt;/div&gt;</summary>
		<author><name>WikiSysop</name></author>
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