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Journal ArticleDOI

Automated segmentation of electron tomograms for a quantitative description of actin filament networks.

TLDR
An automated procedure for the segmentation of actin filaments is described, which combines template matching with a new tracing algorithm, and the result is a set of lines, each one representing the central line of a filament.
About
This article is published in Journal of Structural Biology.The article was published on 2012-01-01. It has received 185 citations till now. The article focuses on the topics: Protein filament.

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Citations
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Journal ArticleDOI

Visualizing the molecular sociology at the HeLa cell nuclear periphery

TL;DR: Cryo-ET was used to visualize previously elusive structures, such as nucleosome chains and the filaments of the nuclear lamina, in situ, which revealed the native structure and organization of the cytoplasmic translation machinery.
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Cryo-electron tomography: The challenge of doing structural biology in situ

TL;DR: Electron microscopy played a key role in establishing cell biology as a discipline, by producing fundamental insights into cellular organization and ultrastructure, and recent technical advances have enabled the extraction of high fidelity structural information.
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Convolutional neural networks for automated annotation of cellular cryo-electron tomograms

TL;DR: A method that uses neural networks to dramatically reduce the time and human effort required for subcellular annotation and feature extraction for cellular electron cryotomography is introduced.
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In Situ Architecture and Cellular Interactions of PolyQ Inclusions

TL;DR: Advanced cryo-electron tomography methods suggest that aberrant interactions between fibrils and endomembranes contribute to the deleterious cellular effects of protein aggregation.
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In Situ Cryo-Electron Tomography: A Post-Reductionist Approach to Structural Biology.

TL;DR: A detailed computational workflow for in situ structural analysis is outlined and two recent studies are described to illustrate how this workflow can be adapted to examine both known and unknown cellular complexes.
References
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Book

Introduction to Algorithms

TL;DR: The updated new edition of the classic Introduction to Algorithms is intended primarily for use in undergraduate or graduate courses in algorithms or data structures and presents a rich variety of algorithms and covers them in considerable depth while making their design and analysis accessible to all levels of readers.
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Cell migration: integrating signals from front to back.

TL;DR: The mechanisms underlying the major steps of migration and the signaling pathways that regulate them are described, and recent advances investigating the nature of polarity in migrating cells and the pathways that establish it are outlined.
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Computer Visualization of Three-Dimensional Image Data Using IMOD

TL;DR: IMOD is useful for studying and modeling data from tomographic, serial section, and optical section reconstructions and allows image data to be visualized by several different methods.
Journal ArticleDOI

A Review of Image Denoising Algorithms, with a New One

TL;DR: A general mathematical and experimental methodology to compare and classify classical image denoising algorithms and a nonlocal means (NL-means) algorithm addressing the preservation of structure in a digital image are defined.
Journal ArticleDOI

Cellular Motility Driven by Assembly and Disassembly of Actin Filaments

TL;DR: A core set of proteins including actin, Arp2/3 complex, profilin, capping protein, and ADF/cofilin can reconstitute the process in vitro, and mathematical models of the constituent reactions predict the rate of motion.
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