Dental Image Analysis for Disease Diagnosis
This book provides an overview of computational approaches to medical image examination and analysis in oral radiology utilizing dental radiograph to detect and diagnose dental caries in cases of decayed teeth. Coverage includes basic image processing tec
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tal Image Analysis for Disease Diagnosis
Dental Image Analysis for Disease Diagnosis
Kavindra R. Jain • N. C. Chauhan
Dental Image Analysis for Disease Diagnosis
Kavindra R. Jain Department of Electronics and Communication G H Patel College of Engineering and Technology Anand, Gujarat, India
N. C. Chauhan Department of Information Technology A.D. Patel Institute of Technology Anand, Gujarat, India
ISBN 978-3-030-14135-6 ISBN 978-3-030-14136-3 https://doi.org/10.1007/978-3-030-14136-3
(eBook)
Library of Congress Control Number: 2019934370 © Springer Nature Switzerland AG 2019 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. The publisher, the authors, and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. This Springer imprint is published by the registered company Springer Nature Switzerland AG The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland
Preface
Image processing has become a critical component in contemporary science and technology. It is an interdisciplinary subject that draws from synergistic developments involving: medical imaging, machine vision, agriculture, food industry, astronomy, computer vision, geology and many other fields. The rapid progress in computerized medical image reconstruction and associated developments in analysis methods and computer-aided diagnosis have propelled medical imaging into one of the most important subfields in scientific imaging. This book examines medical applications and uses real medical images and situations to clarify and consolidate concepts and to build intuition, insight and understanding. This book gives an overview and the fundamentals for important clinical imaging modalities in use is and provides insight on how the images are produced and acquired. This book is written for upper level undergraduate or first-year graduate students with a background in biomedical engineering, computer science, radiologic sciences or physics. The material is designed for rea
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