Medical Image Processing for Improved Clinical Diagnosis

339 Pages·2018·17.514 MB·English

by  A. Swarnambiga

Medical Image Processing
for Improved Clinical
Diagnosis
A. Swarnambiga
Indian Institute of Technology Madras, India
A volume in the Advances in
Medical Technologies and Clinical
Practice (AMTCP) Book Series
Published in the United States of America by
IGI Global
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Library of Congress Cataloging-in-Publication Data
Names: Swarnambiga, A., 1986- editor
Title: Medical image processing for improved clinical diagnosis / A.
Swarnambiga, editor.
Description: Hershey PA : Medical Information Science Reference, [2019] |
Includes bibliographical references.
Identifiers: LCCN 2017058860| ISBN 9781522558767 (hardcover) | ISBN
9781522558774 (ebook)
Subjects: | MESH: Image Interpretation, Computer-Assisted | Image Processing,
Computer-Assisted
Classification: LCC RC78.7.D53 | NLM WN 182 | DDC 616.07/54--dc23 LC record available at
https://lccn.loc.gov/2017058860

This book is published in the IGI Global book series Advances in Medical Technologies and
Clinical Practice (AMTCP) (ISSN: 2327-9354; eISSN: 2327-9370)
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All work contributed to this book is new, previously-unpublished material.
The views expressed in this book are those of the authors, but not necessarily of the publisher.
For electronic access to this publication, please contact: [email protected].
Advances in Medical
Technologies and Clinical
Practice (AMTCP) Book
Series
ISSN:2327-9354
EISSN:2327-9370
Editor-in-Chief: Srikanta Patnaik, SOA University, India & Priti Das,
S.C.B. Medical College, India
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The Advances in Medical Technologies and Clinical Practice (AMTCP) Book
Series brings together the most recent research on the latest technology used in areas
of nursing informatics, clinical technology, biomedicine, diagnostic technologies,
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fundamental coverage on the use of technology in clinical practices.
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Editorial Advisory Board
Alli, Velammal College of Engineering and Technology, India
Nilanjan Dey, Techno India College of Technology, India
D. Nagarajan, Government Stanley Medical College and Hospitals, India
A. Ananatha Raja, HCL Technologies Ltd, India
Veera Senthilkumar, Velammal College of Engineering and Technology, India
S. Vasuki, Velammal College of Engineering and Technology, India
Table of Contents
Preface.................................................................................................................xvi
Acknowledgment..............................................................................................xxiv
Section 1
Medical Image Analysis for Clinical Diagnosis
Chapter 1
Biomedical.Image.Processing.Software.Development.for.Shoulder..
Arthroplasty............................................................................................................1
Majid Mohammad Sadeghi, Istanbul Technical University, Turkey
Emin Faruk Kececi, Istanbul Technical University, Turkey
Kerem Bilsel, Bezmialem Vakif University, Turkey
Ayse Aralasmak, Bezmialem Vakif University, Turkey
Chapter 2
Digital.Image.Analysis.in.Clinical.and.Experimental.Pathology:.An.Ode.to.
Microscopy...........................................................................................................23
Didier Meseure, Curie Institute, France
Kinan Drak Alsibai, Institut de Pathologie de Paris, France
Section 2
Medical Image Extraction, Classification, and Restoration in
Computer-Aided Diagnosis
Chapter 3
Medical.Image.Classification................................................................................59
Jesu Vedha Nayahi J., Anna University Tirunelveli, India
Gokulakrishnan K., Anna University Tirunelveli, India

Chapter 4
The.Fundamentals.of.Medical.Image.Restoration................................................81
Kirti Raj Bhatele, Rustamji Institute of Technology, India
Devanshu Tiwari, Rajiv Gandhi Proudyogiki Vishwavidyalaya, India
Chapter 5
Optimal.Feature.Selection.and.Extraction.for.Eye.Disease.Diagnosis...............100
Alli P., Velammal College of Engineering and Technology, India
S. K. Somasundaram, PSNA College of Engineering and Technology,
India
Section 3
Medical Image Segmentation for Improved Clinical Diagnosis
Chapter 6
Certain.Investigation.Titles.on.the.Segmentation.of.Colon.and.Removal.of.
Opacified.Fluid.for.Virtual.Colonoscopy............................................................114
Gayathri Devi Krishnamoorthy, Dr. N. G. P. Institute of Technology,
India
Kishore B., Dr. Mahalingam College of Engineering and Technology,
India
Section 4
Study of Compression and Denoising in Clinical Diagnosis
Chapter 7
Medical.Data.Storage.and.Compression.............................................................140
Saravanan Chandran, National Institute of Technology Durgapur, India
Chapter 8
Non-Subsampled.Contourlet.Transform-Based.Effective.Denoising.of.
Medical.Images:.Denoising.of.Medical.Images.Using.Contourlet.....................155
Karthikeyan P., Velammal College of Engineering and Technology,
India
Vasuki S., Velammal College of Engineering and Technology, India
Karthik K., Velammal College of Engineering and Technology, India

Section 5
Study on Fundamentals in Image Processing and Its Advancements
Chapter 9
The.Fundamentals.of.Biomedical.Image.Processing..........................................185
Kirti Raj Bhatele, Rustamji Institute of Technology, India
Vivek Gupta, Rustamji Institute of Technology, India
Kamlesh Gupta, Rustamji Institute of Technology, India
Prashant Shrivastava, Rustamji Institute of Technology, India
Chapter 10
A.Survey.on.Female.Breast.Cancer:.Computer-Aided.Diagnosis.Using.
Digital.Breast.Tomosynthesis.............................................................................209
Kalaivani Anbarasan, Saveetha School of Engineering, India
Ramya S., Saveetha School of Engineering, India
Section 6
Medical Image Registration and Retrieval for Improved Clinical
Diagnosis
Chapter 11
A.Comparative.Study.of.Medical.Image.Retrieval.Using.Distance,.
Transform,.Texture,.and.Shape...........................................................................228
A. Swarnambiga, Indian Institute of Technology Madras, India
Vasuki S., Vellammal College of Engineering and Technology, India
Chapter 12
Medical.Image.Registration.in.Clinical.Diagnosis:.An.Introduction.................263
A. Swarnambiga, Indian Institute of Technology Madras, India
Vasuki S., Vellammal College of Engineering and Technology, India
Compilation of References...............................................................................282
Index...................................................................................................................312
Detailed Table of Contents
Preface.................................................................................................................xvi
Acknowledgment..............................................................................................xxiv
Section 1
Medical Image Analysis for Clinical Diagnosis
Chapter 1
Biomedical.Image.Processing.Software.Development.for.Shoulder..
Arthroplasty............................................................................................................1
Majid Mohammad Sadeghi, Istanbul Technical University, Turkey
Emin Faruk Kececi, Istanbul Technical University, Turkey
Kerem Bilsel, Bezmialem Vakif University, Turkey
Ayse Aralasmak, Bezmialem Vakif University, Turkey
Shoulder.arthroplasty.is.an.important.operation.for.the.treatment.of.shoulder.joints,.
with.an.increasing.rate.of.operations.per.year.around.the.world..Although.this.
operation.is.generally.achieved.successfully,.there.are.a.number.of.complications.
which.increase.the.risks.in.the.operation..Preoperative.planning.for.a.surgery.can.
help.reduce.the.amount.of.risks.resulting.from.complications.and.increase.the.success.
rate.of.the.operation..Three-dimensional.visualization.software.can.be.helpful.in.
preoperative.planning..This.chapter.aims.to.provide.such.software.to.help.reduce.
the.risks.of.the.operation.by.visualizing.3D.joint.anatomy.of.the.specific.patient.for.
the.surgeon,.and.letting.surgeons.observe.the.geometrical.properties.of.the.joint.
Chapter 2
Digital.Image.Analysis.in.Clinical.and.Experimental.Pathology:.An.Ode.to.
Microscopy...........................................................................................................23
Didier Meseure, Curie Institute, France
Kinan Drak Alsibai, Institut de Pathologie de Paris, France