eBook, PDF

Video Bioinformatics (eBook, PDF)

From Live Imaging to Knowledge

Redaktion: Bhanu, Bir; Talbot, Prue

Beschreibung

The advances of live cell video imaging and high-throughput technologies for functional and chemical genomics provide unprecedented opportunities to understand how biological processes work in subcellular

and multicellular systems. The interdisciplinary research field of Video Bioinformatics is defined by Bir

Bhanu as the automated processing, analysis, understanding, data mining, visualization, query-based

retrieval/storage of biological spatiotemporal events/data and knowledge extracted from dynamic images

and microscopic videos. Video bioinformatics attempts to provide a deeper understanding of continuous

and dynamic life processes.

Genome sequences alone lack spatial and temporal information, and video imaging of specific molecules

and their spatiotemporal interactions, using a range of imaging methods, are essential to understand

how genomes create cells, how cells constitute organisms, and how errant cells cause disease. The book

examines interdisciplinary research issues and challenges with examples that deal with organismal dynamics,

intercellular and tissue dynamics, intracellular dynamics, protein movement, cell signaling and software

and databases for video bioinformatics.

Topics and Features

. Covers a set of biological problems, their significance, live-imaging experiments, theory and

computational methods, quantifiable experimental results and discussion of results.

. Provides automated methods for analyzing mild traumatic brain injury over time, identifying injury

dynamics after neonatal hypoxia-ischemia and visualizing cortical tissue changes during seizure

activity as examples of organismal dynamics

. Describes techniques for quantifying the dynamics of human embryonic stem cells with examples

of cell detection/segmentation, spreading and other dynamic behaviors which are important for

characterizing stem cell health

. Examines and quantifies dynamic processes in plant and fungal systems such as cell trafficking,

growth of pollen tubes in model systems such as Neurospora Crassa and Arabidopsis

. Discusses the dynamics of intracellular molecules for DNA repair and the regulation of cofilin

transport using video analysis

. Discusses software, system and database aspects of video bioinformatics by providing examples of

5D cell tracking by FARSIGHT open source toolkit, a survey on available databases and software,

biological processes for non-verbal communications and identification and retrieval of moth images

This unique text will be of great interest to researchers and graduate students of Electrical Engineering,

Computer Science, Bioengineering, Cell Biology, Toxicology, Genetics, Genomics, Bioinformatics, Computer

Vision andPattern Recognition, Medical Image Analysis, and Cell Molecular and Developmental Biology.

The large number of example applications will also appeal to application scientists and engineers.

Dr. Bir Bhanu is Distinguished Professor of Electrical & C omputer Engineering, Interim Chair of the

Department of Bioengineering, Cooperative Professor of Computer Science & Engineering, and Mechanical

Engineering and the Director of the Center for Research in Intelligent Systems, at the University of California,

Riverside, California, USA.

Dr. Prue Talbot is Professor of Cell Biology & Neuroscience and Director of the Stem Cell Center and Core at

the University of California Riverside, California, USA.

Technische Details

• Geräte: PC
• ohne Kopierschutz
• Größe: 12.34MB

Barrierefreiheit

• Text-to-Speech

Autor

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.

Produktdetails

• Verlag: Springer International Publishing
• Seitenzahl: 381
• Erscheinungstermin: 16. Dezember 2015
• Englisch
• ISBN-13: 9783319237244
• Artikelnr.: 44485591