Medical Imaging in Clinical Applications - Algorithmic and Computer-Based Approaches

This volume comprises of 21 selected chapters, including two overview chapters devoted to  abdominal imaging in clinical applications supported computer aided diagnosis approaches as well as different techniques for solving the pectoral muscle extraction problem in the preprocessing part of the CAD systems for detecting breast cancer in its early stage using digital mammograms. The aim of this book is to stimulate further research in medical imaging applications based algorithmic and computer based approaches and utilize them in real-world clinical applications. The book is divided into four parts, Part-I: Clinical Applications of Medical Imaging, Part-II: Classification and clustering, Part-III: Computer Aided Diagnosis (CAD) Tools and Case Studies and Part-IV: Bio-inspiring based Computer Aided diagnosis techniques.
 

List of contents

Part I Clinical Applications of Medical Imaging.- Part II Classification and Clustering- Part III  Computer Aided Diagnosis (CAD) Tools and Case Studies.- Part-V  Bio-inspiring Based Computer Aided Diagnosis Techniques.

Summary

This volume comprises of 21 selected chapters, including two overview chapters devoted to  abdominal imaging in clinical applications supported computer aided diagnosis approaches as well as different techniques for solving the pectoral muscle extraction problem in the preprocessing part of the CAD systems for detecting breast cancer in its early stage using digital mammograms. The aim of this book is to stimulate further research in medical imaging applications based algorithmic and computer based approaches and utilize them in real-world clinical applications. The book is divided into four parts, Part-I: Clinical Applications of Medical Imaging, Part-II: Classification and clustering, Part-III: Computer Aided Diagnosis (CAD) Tools and Case Studies and Part-IV: Bio-inspiring based Computer Aided diagnosis techniques.
 

Product details

• Assisted by: Vikran Bhateja (Editor), Vikrant Bhateja (Editor), Nilanjan Dey (Editor), Aboul Ella Hassanien (Editor), Aboul Ella Hassanien (Editor)
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 01.01.2018
• EAN: 9783319816043
• ISBN: 978-3-31-981604-3
• No. of pages: 506
• Dimensions: 155 mm x 27 mm x 235 mm
• Weight: 774 g
• Illustrations: IX, 506 p. 169 illus., 118 illus. in color.
• Series: Studies in Computational Intelligence; Studies in Computational Intelligence
• Subjects: Natural sciences, medicine, IT, technology > Technology > General, dictionaries; B, Artificial Intelligence, Radiology, engineering, Signal, Image and Speech Processing, Imaging / Radiology, Signal Processing, Computational Intelligence, Biomedical Engineering and Bioengineering, Medical imaging, Biomedical engineering, Speech processing systems, Imaging systems & technology, Image processing, Signal, Speech and Image Processing