Advances in Mass Data Analysis of Images and Signals in Medicine, Biotechnology, Chemistry and Food Industry

by Perner, Petra; Salvetti, Ovidio

• ISBN13: 9783540707141
• ISBN10: 354070714X
• Format: Paperback
• Copyright: 2008-09-03
• Publisher: Springer-Verlag New York Inc

Summary

"This book constitutes the refereed proceedings of the International Conference on Mass Data Analysis of Images and Signals in Medicine, Biotechnology, Chemistry and Food Industry, MDA 2008, held in Leipzig, Germany, on July 18, 2008." "The 18 full papers presented were carefully reviewed and selected for inclusion in the book. The topics include techniques and developments of signal and image producing procedures, object matching and object tracking in microscopic and video microscopic images, 1D, 2D and 3D shape analysis, description, feature extraction of texture, structure and location, and signal analysis and interpretation, image segmentation algorithms, parallelization of image analysis and interpretation algorithms, and semantic tagging of microscopic images, and application-oriented research from life science applications."--BOOK JACKET.

Table of Contents

New Models for Immune Mechanism Diagnosis	p. 1
User Assisted Substructure Extraction in Molecular Data Mining	p. 12
Fully Automatic Heart Beat Rate Determination in Digital Video Recordings of Rat Embryos	p. 27
Biomedical Signal and Image Processing for Decision Support in Heart Failure	p. 38
Automatic Data Acquisition and Signal Processing in the Field of Virology	p. 52
Colorectal Polyps Detection Using Texture Features and Support Vector Machine	p. 62
OplAnalyzer: A Toolbox for MALDI-TOF Mass Spectrometry Data Analysis	p. 73
Classification of Mass Spectrometry Based Protein Markers by Kriging Error Matching	p. 82
A Mathematical Operator for Automatic and Real Time Analysis of Sequences of Vascular Images	p. 95
A Unified Mathematical Treatment of Regression Problems in Image Processing	p. 108
Multi-scale Representation and Persistency for Shape Description	p. 123
Novel Computerized Methods in System Biology - Flexible High-Content Image Analysis and Interpretation System for Cell Images	p. 139
MDA 2006
Automatic Segmentation of Unstained Living Cells in Bright-Field Microscope Images	p. 158
Author Index	p. 173
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