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Medical image analysis / Atam P. Dhawan.

By: Contributor(s): Material type: TextTextSeries: IEEE Press series on biomedical engineering ; 31Publisher: Oxford : Wiley-Blackwell, 2011Distributor: [Piscataqay, New Jersey] : IEEE Xplore, [2010]Edition: 2nd edDescription: 1 PDF (398 pages)Content type:
  • text
Media type:
  • electronic
Carrier type:
  • online resource
ISBN:
  • 9780470918548
  • 9780470918531
Subject(s): Genre/Form: Additional physical formats: Print version:: No titleDDC classification:
  • 343.7305/242
Online resources: Also available in print.
Contents:
PREFACE TO THE SECOND EDITION -- CHAPTER 1 INTRODUCTION -- 1.1. Medical Imaging: A Collaborative Paradigm -- 1.2. Medical Imaging Modalities -- 1.3. Medical Imaging: from Physiology to Information Processing -- 1.4. General Performance Measures -- 1.5. Biomedical Image Processing and Analysis -- 1.6. Matlab Image Processing Toolbox -- 1.7. Imagepro Interface in Matlab Environment and Image Databases -- 1.8. Imagej and Other Image Processing Software Packages -- 1.9. Exercises -- 1.10. References -- 1.11. Definitions -- CHAPTER 2 IMAGE FORMATION -- 2.1. Image Coordinate System -- 2.2. Linear Systems -- 2.3. Point Source and Impulse Functions -- 2.4. Probability and Random Variable Functions -- 2.5. Image Formation -- 2.6. Pin-hole Imaging -- 2.7. Fourier Transform -- 2.8. Radon Transform -- 2.9. Sampling -- 2.10. Discrete Fourier Transform -- 2.11. Wavelet Transform -- 2.12. Exercises -- 2.13. References -- CHAPTER 3 INTERACTION OF ELECTROMAGNETIC RADIATION WITH MATTER IN MEDICAL IMAGING -- 3.1. Electromagnetic Radiation -- 3.2. Electromagnetic Radiation for Image Formation -- 3.3. Radiation Interaction with Matter -- 3.4. Linear Attenuation Coefficient -- 3.5. Radiation Detection -- 3.6. Detector Subsystem Output Voltage Pulse -- 3.7. Exercises -- 3.8. References -- CHAPTER 4 MEDICAL IMAGING MODALITIES: X-RAY IMAGING -- 4.1. X-Ray Imaging -- 4.2. X-Ray Generation -- 4.3. X-Ray 2-D Projection Imaging -- 4.4. X-Ray Mammography -- 4.5. X-Ray CT -- 4.6. Spiral X-Ray CT -- 4.7. Contrast Agent, Spatial Resolution, and SNR -- 4.8. Exercises -- 4.9. References -- CHAPTER 5 MEDICAL IMAGING MODALITIES: MAGNETIC RESONANCE IMAGING -- 5.1. MRI Principles -- 5.2. MR Instrumentation -- 5.3. MRI Pulse Sequences -- 5.4. Flow Imaging -- 5.5. fMRI -- 5.6. Diffusion Imaging -- 5.7. Contrast, Spatial Resolution, and SNR -- 5.8. Exercises -- 5.9. References -- CHAPTER 6 NUCLEAR MEDICINE IMAGING MODALITIES -- 6.1. Radioactivity -- 6.2. SPECT -- 6.3. PET -- 6.4. Dual-Modality Spect-CT and PET-CT Scanners.
6.5. Exercises -- 6.6. References -- CHAPTER 7 MEDICAL IMAGING MODALITIES: ULTRASOUND IMAGING -- 7.1. Propagation of Sound in a Medium -- 7.2. Reflection and Refraction -- 7.3. Transmission of Ultrasound Waves in a Multilayered Medium -- 7.4. Attenuation -- 7.5. Ultrasound Reflection Imaging -- 7.6. Ultrasound Imaging Instrumentation -- 7.7. Imaging with Ultrasound: A-Mode -- 7.8. Imaging with Ultrasound: M-Mode -- 7.9. Imaging with Ultrasound: B-Mode -- 7.10. Doppler Ultrasound Imaging -- 7.11. Contrast, Spatial Resolution, and SNR -- 7.12. Exercises -- 7.13. References -- CHAPTER 8 IMAGE RECONSTRUCTION -- 8.1. Radon Transform and Image Reconstruction -- 8.2. Iterative Algebraic Reconstruction Methods -- 8.3. Estimation Methods -- 8.4. Fourier Reconstruction Methods -- 8.5. Image Reconstruction in Medical Imaging Modalities -- 8.6. Exercises -- 8.7. References -- CHAPTER 9 IMAGE PROCESSING AND ENHANCEMENT -- 9.1. Spatial Domain Methods -- 9.2. Frequency Domain Filtering -- 9.3. Wavelet Transform for Image Processing -- 9.4. Exercises -- 9.5. References -- CHAPTER 10 IMAGE SEGMENTATION -- 10.1. Edge-Based Image Segmentation -- 10.2. Pixel-Based Direct Classifi cation Methods -- 10.3. Region-Based Segmentation -- 10.4. Advanced Segmentation Methods -- 10.5. Exercises -- 10.6. References -- CHAPTER 11 IMAGE REPRESENTATION, ANALYSIS, AND CLASSIFICATION -- 11.1. Feature Extraction and Representation -- 11.2. Feature Selection for Classification -- 11.3. Feature and Image Classification -- 11.4. Image Analysis and Classification Example: "Difficult-To-Diagnose" Mammographic Microcalcifications -- 11.5. Exercises -- 11.6. References -- CHAPTER 12 IMAGE REGISTRATION -- 12.1. Rigid-Body Transformation -- 12.2. Principal Axes Registration -- 12.3. Iterative Principal Axes Registration -- 12.4. Image Landmarks and Features-Based Registration -- 12.5. Elastic Deformation-Based Registration -- 12.6. Exercises -- 12.7. References -- CHAPTER 13 IMAGE VISUALIZATION -- 13.1. Feature-Enhanced 2-D Image Display Methods.
13.2. Stereo Vision and Semi-3-D Display Methods -- 13.3. Surface- and Volume-Based 3-D Display Methods -- 13.4. VR-Based Interactive Visualization -- 13.5. Exercises -- 13.6. References -- CHAPTER 14 CURRENT AND FUTURE TRENDS IN MEDICAL IMAGING AND IMAGE ANALYSIS -- 14.1. Multiparameter Medical Imaging and Analysis -- 14.2. Targeted Imaging -- 14.3. Optical Imaging and Other Emerging Modalities -- 14.4. Model-Based and Multiscale Analysis -- 14.5. References -- INDEX.
Summary: The expanded and revised edition will split Chapter 4 to include more details and examples in FMRI, DTI, and DWI for MR image modalities. The book will also expand ultrasound imaging to 3-D dynamic contrast ultrasound imaging in a separate chapter. A new chapter on Optical Imaging Modalities elaborating microscopy, confocal microscopy, endoscopy, optical coherent tomography, fluorescence and molecular imaging will be added. Another new chapter on Simultaneous Multi-Modality Medical Imaging including CT-SPECT and CT-PET will also be added. In the image analysis part, chapters on image reconstru
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Previous ed.: New York; Chichester: Wiley, 2003.

PREFACE TO THE SECOND EDITION -- CHAPTER 1 INTRODUCTION -- 1.1. Medical Imaging: A Collaborative Paradigm -- 1.2. Medical Imaging Modalities -- 1.3. Medical Imaging: from Physiology to Information Processing -- 1.4. General Performance Measures -- 1.5. Biomedical Image Processing and Analysis -- 1.6. Matlab Image Processing Toolbox -- 1.7. Imagepro Interface in Matlab Environment and Image Databases -- 1.8. Imagej and Other Image Processing Software Packages -- 1.9. Exercises -- 1.10. References -- 1.11. Definitions -- CHAPTER 2 IMAGE FORMATION -- 2.1. Image Coordinate System -- 2.2. Linear Systems -- 2.3. Point Source and Impulse Functions -- 2.4. Probability and Random Variable Functions -- 2.5. Image Formation -- 2.6. Pin-hole Imaging -- 2.7. Fourier Transform -- 2.8. Radon Transform -- 2.9. Sampling -- 2.10. Discrete Fourier Transform -- 2.11. Wavelet Transform -- 2.12. Exercises -- 2.13. References -- CHAPTER 3 INTERACTION OF ELECTROMAGNETIC RADIATION WITH MATTER IN MEDICAL IMAGING -- 3.1. Electromagnetic Radiation -- 3.2. Electromagnetic Radiation for Image Formation -- 3.3. Radiation Interaction with Matter -- 3.4. Linear Attenuation Coefficient -- 3.5. Radiation Detection -- 3.6. Detector Subsystem Output Voltage Pulse -- 3.7. Exercises -- 3.8. References -- CHAPTER 4 MEDICAL IMAGING MODALITIES: X-RAY IMAGING -- 4.1. X-Ray Imaging -- 4.2. X-Ray Generation -- 4.3. X-Ray 2-D Projection Imaging -- 4.4. X-Ray Mammography -- 4.5. X-Ray CT -- 4.6. Spiral X-Ray CT -- 4.7. Contrast Agent, Spatial Resolution, and SNR -- 4.8. Exercises -- 4.9. References -- CHAPTER 5 MEDICAL IMAGING MODALITIES: MAGNETIC RESONANCE IMAGING -- 5.1. MRI Principles -- 5.2. MR Instrumentation -- 5.3. MRI Pulse Sequences -- 5.4. Flow Imaging -- 5.5. fMRI -- 5.6. Diffusion Imaging -- 5.7. Contrast, Spatial Resolution, and SNR -- 5.8. Exercises -- 5.9. References -- CHAPTER 6 NUCLEAR MEDICINE IMAGING MODALITIES -- 6.1. Radioactivity -- 6.2. SPECT -- 6.3. PET -- 6.4. Dual-Modality Spect-CT and PET-CT Scanners.

6.5. Exercises -- 6.6. References -- CHAPTER 7 MEDICAL IMAGING MODALITIES: ULTRASOUND IMAGING -- 7.1. Propagation of Sound in a Medium -- 7.2. Reflection and Refraction -- 7.3. Transmission of Ultrasound Waves in a Multilayered Medium -- 7.4. Attenuation -- 7.5. Ultrasound Reflection Imaging -- 7.6. Ultrasound Imaging Instrumentation -- 7.7. Imaging with Ultrasound: A-Mode -- 7.8. Imaging with Ultrasound: M-Mode -- 7.9. Imaging with Ultrasound: B-Mode -- 7.10. Doppler Ultrasound Imaging -- 7.11. Contrast, Spatial Resolution, and SNR -- 7.12. Exercises -- 7.13. References -- CHAPTER 8 IMAGE RECONSTRUCTION -- 8.1. Radon Transform and Image Reconstruction -- 8.2. Iterative Algebraic Reconstruction Methods -- 8.3. Estimation Methods -- 8.4. Fourier Reconstruction Methods -- 8.5. Image Reconstruction in Medical Imaging Modalities -- 8.6. Exercises -- 8.7. References -- CHAPTER 9 IMAGE PROCESSING AND ENHANCEMENT -- 9.1. Spatial Domain Methods -- 9.2. Frequency Domain Filtering -- 9.3. Wavelet Transform for Image Processing -- 9.4. Exercises -- 9.5. References -- CHAPTER 10 IMAGE SEGMENTATION -- 10.1. Edge-Based Image Segmentation -- 10.2. Pixel-Based Direct Classifi cation Methods -- 10.3. Region-Based Segmentation -- 10.4. Advanced Segmentation Methods -- 10.5. Exercises -- 10.6. References -- CHAPTER 11 IMAGE REPRESENTATION, ANALYSIS, AND CLASSIFICATION -- 11.1. Feature Extraction and Representation -- 11.2. Feature Selection for Classification -- 11.3. Feature and Image Classification -- 11.4. Image Analysis and Classification Example: "Difficult-To-Diagnose" Mammographic Microcalcifications -- 11.5. Exercises -- 11.6. References -- CHAPTER 12 IMAGE REGISTRATION -- 12.1. Rigid-Body Transformation -- 12.2. Principal Axes Registration -- 12.3. Iterative Principal Axes Registration -- 12.4. Image Landmarks and Features-Based Registration -- 12.5. Elastic Deformation-Based Registration -- 12.6. Exercises -- 12.7. References -- CHAPTER 13 IMAGE VISUALIZATION -- 13.1. Feature-Enhanced 2-D Image Display Methods.

13.2. Stereo Vision and Semi-3-D Display Methods -- 13.3. Surface- and Volume-Based 3-D Display Methods -- 13.4. VR-Based Interactive Visualization -- 13.5. Exercises -- 13.6. References -- CHAPTER 14 CURRENT AND FUTURE TRENDS IN MEDICAL IMAGING AND IMAGE ANALYSIS -- 14.1. Multiparameter Medical Imaging and Analysis -- 14.2. Targeted Imaging -- 14.3. Optical Imaging and Other Emerging Modalities -- 14.4. Model-Based and Multiscale Analysis -- 14.5. References -- INDEX.

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The expanded and revised edition will split Chapter 4 to include more details and examples in FMRI, DTI, and DWI for MR image modalities. The book will also expand ultrasound imaging to 3-D dynamic contrast ultrasound imaging in a separate chapter. A new chapter on Optical Imaging Modalities elaborating microscopy, confocal microscopy, endoscopy, optical coherent tomography, fluorescence and molecular imaging will be added. Another new chapter on Simultaneous Multi-Modality Medical Imaging including CT-SPECT and CT-PET will also be added. In the image analysis part, chapters on image reconstru

Also available in print.

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