Video Bioinformatics: From Live Imaging to Knowledge
暫譯: 視頻生物資訊學：從實時影像到知識

Bhanu, Bir, Talbot, Prue

Video Bioinformatics: From Live Imaging to Knowledge
  • 出版商: Springer
  • 出版日期: 2019-03-14
  • 售價: $4,510
  • 貴賓價: 9.5 折 $4,285
  • 語言: 英文
  • 頁數: 381
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3319795260
  • ISBN-13: 9783319795263
  • 相關分類: 生物資訊 Bioinformatics

    • 海外代購書籍(需單獨結帳)

商品描述

This unique text/reference presents a selection of innovative computational techniques to enable the efficient analysis of biological processes in large video sequences and databases. Examples are drawn from numerous topics of significant current interest, such as 2D/3D live imaging, mild-traumatic brain injury, human embryonic stem cells, the growth of pollen tubes, cell tracking, and cell trafficking. To address various challenges, multiple imaging modalities are proposed at varying spatial and temporal resolutions, in conjunction with novel computational methods for video mining and knowledge discovery.

Topics and features: provides a detailed introduction to the field of video bioinformatics; examines the analysis and visualization of injured brain tissue in rodent models, using magnetic resonance imaging and optical coherence tomography; discusses segmentation of stem cell colonies and analysis of individual stem cells; describes the application of commercially available software to solve problems in video bioinformatics related to stem cell behavior in vitro; reviews video bioinformatics problems and solutions in plant and fungus biology; presents a high throughput method for quantifying DNA damage in cells, and a method that uses optogenetics to regulate protein transport in cultured cells; surveys the various software tools and databases available for use with video bioinformatics problems.

This pioneering volume is essential reading on the emerging, interdisciplinary field of video bioinformatics. The text will be of great benefit to researchers and graduate students from a wide range of different areas, including bioinformatics, bioengineering, plant sciences, cell, molecular and developmental biology, genetics and genomics.

商品描述(中文翻譯)

這本獨特的文本/參考書介紹了一系列創新的計算技術，以便有效分析大型視頻序列和數據庫中的生物過程。範例來自許多當前重要的主題，例如 2D/3D 實時成像、輕度創傷性腦損傷、人類胚胎幹細胞、花粉管的生長、細胞追蹤和細胞運輸。為了應對各種挑戰，提出了多種成像模式，具有不同的空間和時間解析度，並結合了新穎的計算方法進行視頻挖掘和知識發現。

主題和特點：提供視頻生物信息學領域的詳細介紹；檢視使用磁共振成像和光學相干斷層掃描分析和可視化受傷的腦組織在鼠類模型中的應用；討論幹細胞群落的分割和單個幹細胞的分析；描述商業可用軟體在解決與幹細胞行為相關的視頻生物信息學問題中的應用；回顧植物和真菌生物學中的視頻生物信息學問題和解決方案；提出一種高通量方法來量化細胞中的 DNA 損傷，以及一種利用光遺傳學調節培養細胞中蛋白質運輸的方法；調查可用於視頻生物信息學問題的各種軟體工具和數據庫。

這本開創性的著作是新興的跨學科領域視頻生物信息學的必讀書籍。該文本將對來自生物信息學、生物工程、植物科學、細胞、生物分子和發展生物學、遺傳學和基因組學等不同領域的研究人員和研究生帶來極大的益處。

作者簡介

Dr. Bir Bhanu is a Distinguished Professor and the Director of the Center for Research in Intelligent Systems at the University of California at Riverside, USA. His other Springer publications include the titles Distributed Video Sensor Networks, Human Recognition at a Distance in Video, and Human Ear Recognition by Computer.

Dr. Prue Talbot is a Professor of Cell Biology and the Director of the Stem Cell Center and Core Facility at the University of California at Riverside, USA. She is also the Director of the Inland Empire Stem Cell Consortium.

作者簡介(中文翻譯)

Bir Bhanu 博士是美國加州大學河濱分校的傑出教授及智能系統研究中心主任。他的其他Springer出版作品包括《分散式視頻感測器網絡》、《視頻中的遠距人類識別》和《電腦人耳識別》等書籍。

Prue Talbot 博士是美國加州大學河濱分校的細胞生物學教授及幹細胞中心和核心設施的主任。她同時也是內陸帝國幹細胞聯盟的主任。

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