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Titlebook: Complex Systems and Computational Biology Approaches to Acute Inflammation; A Framework for Mode Yoram Vodovotz,Gary An Book 2021Latest edi

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书目名称Complex Systems and Computational Biology Approaches to Acute Inflammation
副标题A Framework for Mode
编辑Yoram Vodovotz,Gary An
视频videohttp://file.papertrans.cn/232/231576/231576.mp4
概述Depicts multiscale, dynamical computational modeling with the explicit goal of translating cellular-molecular pathophysiology to clinically recognizable phenotypes.Addresses the fundamental role of in
图书封面Titlebook: Complex Systems and Computational Biology Approaches to Acute Inflammation; A Framework for Mode Yoram Vodovotz,Gary An Book 2021Latest edi
描述.This second edition expands upon and updates the vital research covered in its predecessor, by presenting state-of-the-art multidisciplinary and systems-oriented approaches to complex diseases arising from and driven by the acute inflammatory response. The chapters in this volume provide an introduction to different types of computational modeling, and how these methods can be applied to specific inflammatory diseases, with a focus on providing readers a roadmap for integrating advanced mathematical and computational techniques with traditional experimental methods. In this second edition, we cover both well-established and emerging modeling methods, especially state-of-the-art machine learning approaches and the integration of data-driven and mechanistic modeling..This volume introduces the concept of Model.-.based Precision Medicine as an alternative approach to the current view of Precision Medicine, based on leveraging mechanistic computational modeling to decrease cost while increasing the information value of the data being obtained..By presenting the role of computational modeling as an integrated component of the research process, Complex Systems and Computational Biology
出版日期Book 2021Latest edition
关键词inflammation; modeling; systems biology; critical illness; computational modeling; trauma
版次2
doihttps://doi.org/10.1007/978-3-030-56510-7
isbn_softcover978-3-030-56512-1
isbn_ebook978-3-030-56510-7
copyrightSpringer Nature Switzerland AG 2021
The information of publication is updating

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,Gesamtresümee und Abschlusskontrolle,linically actionable knowledge in the context of liver failure. While this chapter is focused on the liver, the methods and approaches are likely to be informative and useful to investigators in other fields as well.
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Computational Modeling of the Coagulation Response During Traumae evolution of TIC in a trauma patient. Mechanistic and statistical models have been informed via experiment, whereby the trauma patient blood is acquired at marked time intervals after injury to better stratify the patient bleeding risks, prioritize biomarkers, and identify new opportunities for safer treatment options.
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