Modeling in Computational Biology and Biomedicine: A Multidisciplinary Endeavor
暫譯: 計算生物學與生醫學中的建模:一項多學科的努力
- 出版商: Springer
- 出版日期: 2014-12-14
- 售價: $4,480
- 貴賓價: 9.5 折 $4,256
- 語言: 英文
- 頁數: 344
- 裝訂: Paperback
- ISBN: 3642446698
- ISBN-13: 9783642446696
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商品描述
Computational biology, mathematical biology, biology and biomedicine are currently undergoing spectacular progresses due to a synergy between technological advances and inputs from physics, chemistry, mathematics, statistics and computer science. The goal of this book is to evidence this synergy by describing selected developments in the following fields: bioinformatics, biomedicine and neuroscience.
This work is unique in two respects - first, by the variety and scales of systems studied and second, by its presentation: Each chapter provides the biological or medical context, follows up with mathematical or algorithmic developments triggered by a specific problem and concludes with one or two success stories, namely new insights gained thanks to these methodological developments. It also highlights some unsolved and outstanding theoretical questions, with a potentially high impact on these disciplines.
Two communities will be particularly interested in this book. The first one is the vast community of applied mathematicians and computer scientists, whose interests should be captured by the added value generated by the application of advanced concepts and algorithms to challenging biological or medical problems. The second is the equally vast community of biologists. Whether scientists or engineers, they will find in this book a clear and self-contained account of concepts and techniques from mathematics and computer science, together with success stories on their favorite systems. The variety of systems described represents a panoply of complementary conceptual tools. On a practical level, the resources listed at the end of each chapter (databases, software) offer invaluable support for getting started on a specific topic in the fields of biomedicine, bioinformatics and neuroscience.
商品描述(中文翻譯)
計算生物學、數學生物學、生物學和生物醫學目前正因為技術進步與物理學、化學、數學、統計學和計算機科學的貢獻而取得驚人的進展。本書的目標是通過描述以下領域的選定發展來證明這種協同效應:生物信息學、生物醫學和神經科學。
本書在兩個方面是獨特的——首先是研究系統的多樣性和規模,其次是其呈現方式:每一章提供生物或醫學背景,接著跟進由特定問題引發的數學或算法發展,並以一到兩個成功案例作結,這些案例展示了通過這些方法論發展所獲得的新見解。它還突顯了一些未解決的突出理論問題,這些問題對這些學科可能具有高影響力。
兩個社群將特別對本書感興趣。第一個是廣大的應用數學家和計算機科學家社群,他們的興趣應該能夠通過將先進概念和算法應用於具有挑戰性的生物或醫學問題所產生的附加價值來捕捉。第二個是同樣龐大的生物學家社群。無論是科學家還是工程師,他們都能在本書中找到數學和計算機科學的概念和技術的清晰且自成體系的說明,以及關於他們喜愛系統的成功案例。所描述的系統多樣性代表了一系列互補的概念工具。在實際層面上,每章末尾列出的資源(數據庫、軟體)為在生物醫學、生物信息學和神經科學領域開始特定主題提供了寶貴的支持。