Dental Image Analysis for Disease Diagnosis PDF Download

Author: Kavindra R. Jain
Publisher: Springer
ISBN: 3030141365
Category : Technology & Engineering
Languages : en
Pages : 145

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Book Description
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 techniques; approaches for Region of Interest extraction and analysis; and the role of computational clustering techniques for segmentation of teeth and dental caries. The book also presents a novel multiphase level set method for automatic segmentation of dental radiographs.

Author: Kamalanand, K.
Publisher: IGI Global
ISBN: 1522562443
Category : Medical
Languages : en
Pages : 334

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Book Description
With the technology innovations dentistry has witnessed in all its branches over the past three decades, the need for more precise diagnostic tools and advanced imaging methods has become mandatory across the industry. Recent advancements to imaging systems are playing an important role in efficient diagnoses, treatments, and surgeries. Computational Techniques for Dental Image Analysis provides innovative insights into computerized methods for automated analysis. The research presented within this publication explores pattern recognition, oral pathologies, and diagnostic processing. It is designed for dentists, professionals, medical educators, medical imaging technicians, researchers, oral surgeons, and students, and covers topics centered on easier assessment of complex cranio-facial tissues and the accurate diagnosis of various lesions at early stages.

Author: Kavin R. Jain
Publisher:
ISBN: 9783030141370
Category : Diagnosis
Languages : en
Pages :

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Book Description
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 techniques; approaches for Region of Interest extraction and analysis; and the role of computational clustering techniques for segmentation of teeth and dental caries. The book also presents a novel multiphase level set method for automatic segmentation of dental radiographs.

Author: Ching-Chang Ko
Publisher: Springer Nature
ISBN: 3030718816
Category : Medical
Languages : en
Pages : 186

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Book Description
This book reviews all aspects of the use of machine learning in contemporary dentistry, clearly explaining its significance for dental imaging, oral diagnosis and treatment, dental designs, and dental research. Machine learning is an emerging field of artificial intelligence research and practice in which computer agents are employed to improve perception, cognition, and action based on their ability to “learn”, for example through use of big data techniques. Its application within dentistry is designed to promote personalized and precision patient care, with enhancement of diagnosis and treatment planning. In this book, readers will find up-to-date information on different machine learning tools and their applicability in various dental specialties. The selected examples amply illustrate the opportunities to employ a machine learning approach within dentistry while also serving to highlight the associated challenges. Machine Learning in Dentistry will be of value for all dental practitioners and researchers who wish to learn more about the potential benefits of using machine learning techniques in their work.

Author: Deven N. Trivedi
Publisher: Springer
ISBN: 3319994719
Category : Technology & Engineering
Languages : en
Pages : 81

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Book Description
This book presents an approach to postmortem human identification using dental image processing based on dental features and characteristics, and provides information on various identification systems based on dental features using image processing operations. The book also provides information on a novel human identification approach that uses Infinite Symmetric Exponential Filter (ISEF) based edge detection and contouring algorithms. Provides complete details on dental imaging; Discusses the important features of a human identification approach and presents a brief review on DICOM standard for dental imaging; Presents human identification approach based on dental features.

Author: Paulo Mazzoncini de Azevedo-Marques
Publisher: CRC Press
ISBN: 1351230824
Category : Technology & Engineering
Languages : en
Pages : 600

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Book Description
With the development of rapidly increasing medical imaging modalities and their applications, the need for computers and computing in image generation, processing, visualization, archival, transmission, modeling, and analysis has grown substantially. Computers are being integrated into almost every medical imaging system. Medical Image Analysis and Informatics demonstrates how quantitative analysis becomes possible by the application of computational procedures to medical images. Furthermore, it shows how quantitative and objective analysis facilitated by medical image informatics, CBIR, and CAD could lead to improved diagnosis by physicians. Whereas CAD has become a part of the clinical workflow in the detection of breast cancer with mammograms, it is not yet established in other applications. CBIR is an alternative and complementary approach for image retrieval based on measures derived from images, which could also facilitate CAD. This book shows how digital image processing techniques can assist in quantitative analysis of medical images, how pattern recognition and classification techniques can facilitate CAD, and how CAD systems can assist in achieving efficient diagnosis, in designing optimal treatment protocols, in analyzing the effects of or response to treatment, and in clinical management of various conditions. The book affirms that medical imaging, medical image analysis, medical image informatics, CBIR, and CAD are proven as well as essential techniques for health care.

Author: Ingrid Rozylo-Kalinowska
Publisher: Springer Nature
ISBN: 3030413721
Category : Medical
Languages : en
Pages : 199

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Book Description
This book is an up-to-date guide to the performance and interpretation of imaging studies in dental radiology. After opening discussion of the choice of X-ray equipment and materials, intraoral radiography, panoramic radiography, cephalometric radiology, and cone-beam computed tomography are discussed in turn. With the aid of many illustrated examples, patient preparation and positioning are thoroughly described for each modality. Common technical errors and artifacts are identified and the means of avoiding them, explained. The aim is to equip the reader with all the information required in order to perform imaging effectively and safely. The normal radiographic anatomy and landmarks are then discussed, prior to thorough coverage of frequent dentomaxillofacial lesions. Accompanying images display the characteristic features of each lesion. Further topics to be addressed are safety precautions for patients and staff. The book will be an ideal aid for all dental practitioners and will also be of value for dental students.

Author: Somnuk Phon-Amnuaisuk
Publisher: Springer
ISBN: 3319131532
Category : Technology & Engineering
Languages : en
Pages : 362

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Book Description
This book constitutes the refereed proceedings of the Fourth International Neural Network Symposia series on Computational Intelligence in Information Systems, INNS-CIIS 2014, held in Bandar Seri Begawan, Brunei in November 2014. INNS-CIIS aims to provide a platform for researchers to exchange the latest ideas and present the most current research advances in general areas related to computational intelligence and its applications in various domains. The 34 revised full papers presented in this book have been carefully reviewed and selected from 72 submissions. They cover a wide range of topics and application areas in computational intelligence and informatics.

Author: Gobert Lee
Publisher: Springer Nature
ISBN: 3030331288
Category : Medical
Languages : en
Pages : 184

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Book Description
This book presents cutting-edge research and applications of deep learning in a broad range of medical imaging scenarios, such as computer-aided diagnosis, image segmentation, tissue recognition and classification, and other areas of medical and healthcare problems. Each of its chapters covers a topic in depth, ranging from medical image synthesis and techniques for muskuloskeletal analysis to diagnostic tools for breast lesions on digital mammograms and glaucoma on retinal fundus images. It also provides an overview of deep learning in medical image analysis and highlights issues and challenges encountered by researchers and clinicians, surveying and discussing practical approaches in general and in the context of specific problems. Academics, clinical and industry researchers, as well as young researchers and graduate students in medical imaging, computer-aided-diagnosis, biomedical engineering and computer vision will find this book a great reference and very useful learning resource.

Author: Andreas Fuhrmann
Publisher: Thieme
ISBN: 3132004316
Category : Medical
Languages : en
Pages : 400

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Book Description
Dental Radiology is an excellent guide book for both dental students and practicing dentists. Students will benefit from practical guidance on how and when to use the various imaging methods presented as well as key information on fundamental concepts. For experienced dentists, the book is a valuable guide for image analysis, interpretation of radiologic findings, and diagnosis of pathological changes. Modern imaging methods, the fundamentals of X-ray physics, examination strategies, and information on radiation protection and quality assurance are included. Key Features: Covers the entire range of dental imaging techniques, from intraoral radiography to panoramic radiography and cone beam computed tomography Presents information in a concise, easy to understand manner, enabling readers to quickly put imaging techniques into practice Includes almost 400 high-quality radiographs and color illustrations This book serves as an excellent study guide for dental students as well as a practical radiological reference for experienced dentists.