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AutoTom:一种新型的电子断层扫描重建自动平台。

AuTom: A novel automatic platform for electron tomography reconstruction.

机构信息

King Abdullah University of Science and Technology (KAUST), Computational Bioscience Research Center (CBRC), Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division, Thuwal 23955-6900, Saudi Arabia.

Key Lab of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100190, China.

出版信息

J Struct Biol. 2017 Sep;199(3):196-208. doi: 10.1016/j.jsb.2017.07.008. Epub 2017 Jul 26.

Abstract

We have developed a software package towards automatic electron tomography (ET): Automatic Tomography (AuTom). The presented package has the following characteristics: accurate alignment modules for marker-free datasets containing substantial biological structures; fully automatic alignment modules for datasets with fiducial markers; wide coverage of reconstruction methods including a new iterative method based on the compressed-sensing theory that suppresses the "missing wedge" effect; and multi-platform acceleration solutions that support faster iterative algebraic reconstruction. AuTom aims to achieve fully automatic alignment and reconstruction for electron tomography and has already been successful for a variety of datasets. AuTom also offers user-friendly interface and auxiliary designs for file management and workflow management, in which fiducial marker-based datasets and marker-free datasets are addressed with totally different subprocesses. With all of these features, AuTom can serve as a convenient and effective tool for processing in electron tomography.

摘要

我们开发了一个用于自动电子断层扫描(ET)的软件包:自动断层扫描(AuTom)。该软件包具有以下特点:适用于包含大量生物结构的无标记数据集的精确对准模块;具有基准标记数据集的全自动对准模块;广泛的重建方法覆盖,包括一种基于压缩感知理论的新迭代方法,可抑制“缺失楔形”效应;以及支持更快迭代代数重建的多平台加速解决方案。AuTom 旨在实现电子断层扫描的全自动对准和重建,已经成功应用于各种数据集。AuTom 还提供了用户友好的界面和辅助设计,用于文件管理和工作流程管理,其中基于基准标记的数据集和无标记数据集采用完全不同的子流程。凭借所有这些功能,AuTom 可以作为电子断层扫描处理的便捷有效工具。

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