Home / Anatomy / Computational Anatomy Based on Whole Body Imaging: Basic Principles of Computer-Assisted Diagnosis and Therapy 1st ed. 2017 Edition

Computational Anatomy Based on Whole Body Imaging: Basic Principles of Computer-Assisted Diagnosis and Therapy 1st ed. 2017 Edition

Computational Anatomy Based on Whole Body Imaging: Basic Principles of Computer-Assisted Diagnosis and Therapy: 1 PDF ebook Free

Computational Anatomy Based on Whole Body Imaging: Basic Principles of Computer-Assisted Diagnosis and Therapy: 1

Computational Anatomy Based on Whole Body Imaging: Basic Principles of Computer-Assisted Diagnosis and Therapy: 1 PDF Download


By Hidefumi Kobatake (Editor), Yoshitaka Masutani (Editor)
This book deals with computational anatomy, an emerging discipline recognized in medical science as a derivative of conventional anatomy. It is also a completely new research area on the boundaries of several sciences and technologies, such as medical imaging, computer vision, and applied mathematics. Computational Anatomy Based on Whole Body Imaging highlights the underlying principles, basic theories, and fundamental techniques in computational anatomy, which are derived from conventional anatomy, medical imaging, computer vision, and applied mathematics, in addition to various examples of applications in clinical data. The book will cover topics on the basics and applications of the new discipline. Drawing from areas in multidisciplinary fields, it provides comprehensive, integrated coverage of innovative approaches to computational anatomy. As well, Computational Anatomy Based on Whole Body Imaging serves as a valuable resource for researchers including graduate students in the field and a connection with the innovative approaches that are discussed. Each chapter has been supplemented with concrete examples of images and illustrations to facilitate understanding even for readers unfamiliar with computational anatomy.

Product details
  • Hardcover:354 pages
  • Publisher:Springer; 1st ed. 2017 edition (June 16, 2017)
  • Language:English
  • ISBN-10:4431559744
  • ISBN-13:978-4431559740
Preface:

The origin of research on computational anatomy can be traced back approxi- mately a century. The famous book On Shape and Growth by D’Arcy Wentworth Thompson was published in 1917. Its central theme was to reveal the importance of physical laws and mechanics as the fundamental determinants of the form and structure of living organisms. In Chapter XVII of the book, “The Comparison of Related Forms,” he showed that the differences in forms of related animals could be explained by relatively simple mathematical transformations. Modern computational anatomy is emerging as a discipline focused on the quantitative analysis of variabilities in organ shape and the application of this analysis to computer-aided diagnosis (CAD) and computer-aided surgery. The spectrum of topics in computational anatomy has expanded to encompass all aspects of intelligent segmentation, modeling, recognition and understanding of complex three-dimensional (3D) objects, man–machine interface technologies, and other applications. Reflecting these developments, advanced computational anatomy provides a technical platform for a better understanding of anatomic variability, an aid in the diagnosis of disease, and a means to simulate surgical interventions. October 2003 saw the start of an extensive research project on CAD in med- ical imaging, “Intelligent Assistance in Diagnosis of Multi-Dimensional Medical Images,” in Japan. It was a 4-year research project supported by a Grant-in-Aid for Scientific Research on Priority Areas from the Ministry of Education, Culture, Sports, Science and Technology (MEXT). The state-of-the-art CAD system at that time was quite limited in its capabilities. The objective of this research project was to develop a multi-organ, multi-disease CAD system that made full use of human anatomical data and diagnostic knowledge of multiple diseases. The research organization consisted of nine planned research groups and ten research groups selected from publicly offered research plans. Almost all researchers in the area of medical image processing in Japan joined this project. Typical conventional CAD systems adopted two processing steps to detect specific abnormal regions on medical images. The first one is the processing to detect candidates of suspicious regions and the second one is to identify whether they are truly abnormal.

Computational Anatomy Based on Whole Body Imaging: Basic Principles of Computer-Assisted Diagnosis and Therapy: 1 ebook free
Computational Anatomy Based on Whole Body Imaging: Basic Principles of Computer-Assisted Diagnosis and Therapy: 1 ebook pdf free
Computational Anatomy Based on Whole Body Imaging: Basic Principles of Computer-Assisted Diagnosis and Therapy: 1 ebook pdf download free
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