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SEGEM: a Fast and Accurate Automated Protein Backbone Structure Modeling Method for Cryo-EM

2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)(2021)

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摘要
Cryo-electron microscopy (cryo-EM) technique has been widely used in protein structure determination, whereas it remains a challenge to automatically build accurate protein backbone structure from cryo-EM density map. A typical pipeline to automatically build a structure model from cryo-EM map is to first predict $\mathrm{C}\alpha$ sites and then assign them to protein sequence, which is a typical...
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关键词
Protein engineering,Solid modeling,Image segmentation,Three-dimensional displays,Pipelines,Semantics,Predictive models
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