<p><p>The field of medical imaging advances so rapidly that all of those working in it, scientists, engineers, physicians, educators and others, need to frequently update their knowledge in order to stay abreast of developments. While journals and periodicals play a crucial role in this, more extens
Medical Image Processing: Techniques and Applications
β Scribed by Geoff Dougherty (auth.), Geoff Dougherty (eds.)
- Publisher
- Springer-Verlag New York
- Year
- 2011
- Tongue
- English
- Leaves
- 397
- Series
- Biological and Medical Physics, Biomedical Engineering
- Edition
- 1
- Category
- Library
No coin nor oath required. For personal study only.
β¦ Synopsis
The field of medical imaging advances so rapidly that all of those working in it, scientists, engineers, physicians, educators and others, need to frequently update their knowledge in order to stay abreast of developments. While journals and periodicals play a crucial role in this, more extensive, integrative publications that connect fundamental principles and new advances in algorithms and techniques to practical applications are essential.
Medical Image Processing: Techniques and Applications meets this challenge and provides an enduring bridge in the ever expanding field of medical imaging. It serves as an authoritative resource and self-study guide explaining sophisticated techniques of quantitative image analysis, with a focus on medical applications. The book emphasizes the conceptual framework of image analysis and the effective use of image processing tools. It presents a detailed approach to each application while emphasizing insight and βtricks of the tradeβ, and the applicability of techniques to other research areas. Although each chapter is written by an expert (or experts) in that area and is essentially self-contained, fundamental connections between the different topics are emphasized so that the book forms an integrated whole.
The book is designed for end users who wish to update their skills and understanding with the latest techniques in image analysis. Providing unprecedented breadth and detail, it will be a valuable cross-disciplinary resource both at the graduate and specialist level. It is also well suited to supplement and motivate learning in graduate-level image processing classes within biomedical engineering, radiology and computer science.
β¦ Table of Contents
Front Matter....Pages i-xv
Introduction....Pages 1-4
Rapid Prototyping of Image Analysis Applications....Pages 5-25
Seeded Segmentation Methods for Medical Image Analysis....Pages 27-57
Deformable Models and Level Sets in Image Segmentation....Pages 59-87
Fat Segmentation in Magnetic Resonance Images....Pages 89-113
Angiographic Image Analysis....Pages 115-144
Detecting and Analyzing Linear Structures in Biomedical Images: A Case Study Using Corneal Nerve Fibers....Pages 145-166
High-Throughput Detection of Linear Features: Selected Applications in Biological Imaging....Pages 167-191
Medical Imaging in the Diagnosis of Osteoporosis and Estimation of the Individual Bone Fracture Risk....Pages 193-225
Applications of Medical Image Processing in the Diagnosis and Treatment of Spinal Deformity....Pages 227-248
Image Analysis of Retinal Images....Pages 249-268
Tortuosity as an Indicator of the Severity of Diabetic Retinopathy....Pages 269-290
Medical Image Volumetric Visualization: Algorithms, Pipelines, and Surgical Applications....Pages 291-317
Sparse Sampling in MRI....Pages 319-339
Digital Processing of Diffusion-Tensor Images of Avascular Tissues....Pages 341-371
Back Matter....Pages 373-380
β¦ Subjects
Biomedical Engineering;Biophysics and Biological Physics;Diagnostic Radiology;Image Processing and Computer Vision;Spectroscopy and Microscopy
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