High-Throughput Image Reconstruction and Analysis

Inbunden, Engelska, 2008

AvGuillermo Cecchi,Robert Fante,Waldemar Kunysz,Keith McDonald,B. Rao,A. Ravishankar Rao

2 069 kr

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Today's bioimaging technologies generate mountains of biological data that can simply overwhelm conventional analysis methods. This groundbreaking book helps researchers blast through the computational bottleneck with high-performance computing (HPC) techniques that are blazing the way to never-before bioimaging, image analysis, and data mining capabilities and revolutionizing the study of cellular and organ-level systems. This innovative volume surveys the latest advances in scanning electron microscopy, knife-edge scanning microscopy, and 4D imaging of multi-component biological systems. The book includes detailed case studies that show how key techniques have been successfully deployed in medical image analysis, drug discovery, tissue analysis, functional MRI data analysis, and other areas.

Produktinformation

Utgivningsdatum2008-12-31
FormatInbunden
SpråkEngelska
Antal sidor380
FörlagArtech House Publishers
ISBN9781596932951

Tillhör följande kategorier

A. Ravishankar Rao is a research staff member with the Biometaphorical Computing Group at the IBM T.J. Watson Research Center, Yorktown Heights, New York. He is also an associate editor of the journals Pattern Recognition and Machine Vision and Applications. He was named a Master Inventor at IBM Research in 2004. Guillermo A. Cecchi is a research staff member with the Biometaphorical Computing Group at the IBM T.J. Watson Research Center, Yorktown Heights, New York. He also served as a postdoctoral fellow at Cornell University.

Image Acquisition I: Serial Block Face Scanning Using High-Resolution Scanning Electron Microscopy.; Image Acquisition II: Knife-Edge Scanning Microscope.; Image Acquisition III: 4D Imaging of Multi-Component Biological Systems.; 4D Image Analysis I: Feature Extraction on Parallel Machines.; 4D Image Analysis II: Parallel Data Mining. gridImage Microscopy. High-Throughput Image-Based Screening. Laser Capture Microdissection. Applications of High-Performance Computing to Functional Magnetic Resonance Imaging (fMRI) Data. Databases for Bioimaging. Interactive Visualization of Large Image Datasets. Conclusion.

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Produktinformation

Utgivningsdatum2008-12-31
FormatInbunden
SpråkEngelska
Antal sidor380
FörlagArtech House Publishers
ISBN9781596932951

Tillhör följande kategorier

Image Acquisition I: Serial Block Face Scanning Using High-Resolution Scanning Electron Microscopy.; Image Acquisition II: Knife-Edge Scanning Microscope.; Image Acquisition III: 4D Imaging of Multi-Component Biological Systems.; 4D Image Analysis I: Feature Extraction on Parallel Machines.; 4D Image Analysis II: Parallel Data Mining. gridImage Microscopy. High-Throughput Image-Based Screening. Laser Capture Microdissection. Applications of High-Performance Computing to Functional Magnetic Resonance Imaging (fMRI) Data. Databases for Bioimaging. Interactive Visualization of Large Image Datasets. Conclusion.