Handbook of Research on Advanced Techniques in Diagnostic Imaging and Biomedical Applications > DNA Microarrays: Analysis and Interpretation

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Handbook of Research on Advanced Techniques in Diagnostic Imaging and Biomedical Applications

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Editorial Advisory Board

List of Contributors

Preface

About the Editors

Ch. I. Computational Methods and Tools for Decision Support in Biomedicine: An Overview of Algorithmic Challenges

Ch. II. Integrating Imaging and Clinical Data for Decision Support

Ch. III. Analysis and Quantification of Motion within the Cardiovascular System: Implications for the Mechanical Strain of Cardiovascular Structures

Ch. IV. New Developments in Intracoronary Ultrasound Processing

Ch. V. Diagnostic Support Systems and Computational Intelligence: Differential Diagnosis of Hepatic Lesions from Computed Tomography Images

Ch. VI. Significance Estimation in fMRI from Random Matrices

Ch. VII. Optimal Diffusion Encoding Strategies for Fiber Mapping in Diffusion MRI

Ch. VIII. Segmentation of Cardiac Magnetic Resonance Images

Ch. IX. Image Registration Algorithms for Applications in Oncology

Ch. X. Computer-Aided Diagnosis in Breast Imaging: Trends and Challenges

Ch. XI. Assessment of Stroke by Analysing Carotid Plaque Morphology

Ch. XII. Quantitative Analysis of Hysteroscopy Imaging in Gynaecological Cancer

Ch. XIII. Combining Geometry and Image in Biomedical Systems: The RT TPS Case

Ch. XIV. Internal Radionuclide Dosimetry using Quantitative 3-D Nuclear Medical Imaging

Ch. XV. Diffusion Tensor Imaging and Fiber Tractography

Ch. XVI. Image Processing and Machine Learning Techniques for Facial Expression Recognition

Ch. XVII. Developments and Advances in Biomedical Functional Infrared Imaging

Ch. XVIII. DNA Microarrays: Analysis and Interpretation

ABSTRACT

INTRODUCTION

BACKGROUND

MICROARRAY IMAGE ANALYSIS

MICROARRAY DATA PROCESSING AND INTERPRETATION

Ch. XIX. Image Processing and Machine Learning Techniques for the Segmentation of cDNA Microarray Images

Ch. XX. Recent Advances in Automated Chromosome Image Analysis

Ch. XXI. Machine Learning in Morphological Segmentation

Ch. XXII. Pit Pattern Classification Using Multichannel Features and Multiclassification

Ch. XXIII. Automatic Identification and Elastic Properties of Deformed Objects Using their Microscopic Images

Ch. XXIV. Nonlinear Ultrasound Radiation-Force Elastography

Ch. XXV. Dynamic Contrast Enhancement: Analysis's Models and Methodologies

Ch. XXVI. Automatic Correspondence Methods towards Point-Based Medical Image Registration: An Evaluation Study

Ch. XXVII. Anomaly Detection in Medical Image Analysis

Ch. XXVIII. Evaluation of Medical Image Compression

Ch. XXIX. Advanced ROI Coding Techniques for Medical Imaging

Ch. XXX. Segmentation Methods in Ultrasound Images

Compilation of References

About the Contributors

Index

Chapter XVIII. DNA Microarrays: Analysis and Interpretation

Aristotelis Chatziioannou
National Hellenic Research Foundation, Greece

Panagiotis Moulos
National Hellenic Research Foundation, Greece

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