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首页> 外文期刊>Journal of Molecular Biology >Microscopy in Infectious Disease Research—Imaging Across Scales
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Microscopy in Infectious Disease Research—Imaging Across Scales

机译:显微镜检查传染病研究 - 横跨秤

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摘要

A comprehensive understanding of host–pathogen interactions requires quantitative assessment of molecular events across a wide range of spatiotemporal scales and organizational complexities. Due to recent technical developments, this is currently only achievable with microscopy. This article is providing a general perspective on the importance of microscopy in infectious disease research, with a focus on new imaging modalities that promise to have a major impact in biomedical research in the years to come. Every major technological breakthrough in light microscopy depends on, and is supported by, advancements in computing and information technologies. Bioimage acquisition and analysis based on machine learning will pave the way toward more robust, automated and objective implementation of new imaging modalities and in biomedical research in general. The combination of novel imaging technologies with machine learning and near-physiological model systems promises to accelerate discoveries and breakthroughs in our understanding of infectious diseases, from basic research all the way to clinical applications.
机译:全面了解宿主病原体相互作用需要在各种时空尺度和组织复杂性方面的分子事件进行定量评估。由于最近的技术开发,这目前只能通过显微镜实现。本文旨在提供关于显微镜在传染病研究中的重要性的一般性视角,重点是在未来几年中承诺对生物医学研究产生重大影响的新成像方式。光学显微镜的每个主要技术突破都取决于计算和信息技术的进步。基于机器学习的生物显影和分析将为一般的新成像方式和生物医学研究提供更强大,自动化和客观实施的方式。新型成像技术与机器学习和近乎生理模型系统的组合有望加速我们对传染病的理解中的发现和突破,从基础研究一切都是临床应用。

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