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cisTEM, user friendly software for single-particle image processing
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DOI：10.7554/eLife.35383.png)
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Abstract
En 中文
We have developed new open-source software called cisTEM (computational imaging system for transmission electron microscopy) for the processing of data for high-resolution electron cryo-microscopy and single-particle averaging. cisTEM features a graphical user interface that is used to submit jobs, monitor their progress, and display results. It implements a full processing pipeline including movie processing, image defocus determination, automatic particle picking, 2D classification, ab-initio 3D map generation from random parameters, 3D classification, and high resolution refinement and reconstruction. Some of these steps implement newly-developed algorithms; others were adapted from previously published algorithms. The software is optimized to enable processing of typical datasets (2000 micrographs, 200 k 300 k particles) on a high-end, CPU-based workstation in half a day or less, comparable to GPU-accelerated processing. Jobs can also be scheduled on large computer clusters using flexible run profiles that can be adapted for most computing environments. cisTEM is available for download from cistem.org.
Keywords:
CRYO-EM STRUCTURE
ELECTRON-MICROSCOPY
RESOLUTION
RECONSTRUCTION
REFINEMENT
SELECTION
VISUALIZATION
FREALIGN
DEFOCUS
TILT
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Cited Papers
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Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
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