Dermoscopy Image Analysis
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Dermoscopy Image Analysis
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Author : M. Emre Celebi
language : en
Publisher: CRC Press
Release Date : 2015-10-16
Dermoscopy Image Analysis written by M. Emre Celebi and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-10-16 with Medical categories.
Dermoscopy is a noninvasive skin imaging technique that uses optical magnification and either liquid immersion or cross-polarized lighting to make subsurface structures more easily visible when compared to conventional clinical images. It allows for the identification of dozens of morphological features that are particularly important in identifyin
Development Of Algorithms For Dermoscopy Image Analysis
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Author : Mehemmed Emre Celebi
language : en
Publisher: ProQuest
Release Date : 2006
Development Of Algorithms For Dermoscopy Image Analysis written by Mehemmed Emre Celebi and has been published by ProQuest this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Computer science categories.
As a result of the advances in skin imaging technology and the development of suitable image processing techniques, during the last decade, there has been a significant increase of interest in the computer-aided diagnosis of skin cancer. Dermoscopy is a relatively recent, non-invasive skin imaging technique which permits visualization of features of pigmented melanocytic neoplasms that are not discernable by examination with the naked eye. This reduces screening errors, and provides greater differentiation between difficult lesions such as pigmented Spitz nevi and small, clinically equivocal lesions. However, it has been demonstrated that dermoscopy may actually lower the diagnostic accuracy in the hands of inexperienced dermatologists. Therefore, due to the lack of reproducibility and subjectivity of human interpretation, the development of computerized techniques is of utmost importance. In this thesis, several algorithms for the analysis of dermoscopy images have been developed. These include automatic border detection, low-level (shape, color, and texture) feature extraction, classification, and high-level (dermoscopic) feature extraction. Experimental results on a large and heterogeneous set of images demonstrate that the developed algorithms allow for fast and accurate classification of dermoscopy images.
Color Medical Image Analysis
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Author : M. Emre Celebi
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-09-16
Color Medical Image Analysis written by M. Emre Celebi and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-09-16 with Technology & Engineering categories.
Since the early 20th century, medical imaging has been dominated by monochrome imaging modalities such as x-ray, computed tomography, ultrasound, and magnetic resonance imaging. As a result, color information has been overlooked in medical image analysis applications. Recently, various medical imaging modalities that involve color information have been introduced. These include cervicography, dermoscopy, fundus photography, gastrointestinal endoscopy, microscopy, and wound photography. However, in comparison to monochrome images, the analysis of color images is a relatively unexplored area. The multivariate nature of color image data presents new challenges for researchers and practitioners as the numerous methods developed for monochrome images are often not directly applicable to multichannel images. The goal of this volume is to summarize the state-of-the-art in the utilization of color information in medical image analysis.
Dermoscopy In General Dermatology
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Author : Aimilios Lallas
language : en
Publisher: CRC Press
Release Date : 2018-09-03
Dermoscopy In General Dermatology written by Aimilios Lallas and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-09-03 with Medical categories.
This lavishly illustrated guide from experts will enable practitioners to get the most out of dermoscopy for investigations and treatments in general dermatology.
Imaging In Dermatology
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Author : Michael R. Hamblin
language : en
Publisher: Academic Press
Release Date : 2016-07-29
Imaging In Dermatology written by Michael R. Hamblin and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-07-29 with Medical categories.
Imaging in Dermatology covers a large number of topics in dermatological imaging, the use of lasers in dermatology studies, and the implications of using these technologies in research. Written by the experts working in these exciting fields, the book explicitly addresses not only current applications of nanotechnology, but also discusses future trends of these ever-growing and rapidly changing fields, providing clinicians and researchers with a clear understanding of the advantages and challenges of laser and imaging technologies in skin medicine today, along with the cellular and molecular effects of these technologies. Outlines the fundamentals of imaging and lasers for dermatology in clinical and research settings Provides knowledge of current and future applications of dermatological imaging and lasers Coherently structured book written by the experts working in the fields covered
Computer Vision Techniques For The Diagnosis Of Skin Cancer
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Author : Jacob Scharcanski
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-09-30
Computer Vision Techniques For The Diagnosis Of Skin Cancer written by Jacob Scharcanski and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-09-30 with Technology & Engineering categories.
The goal of this volume is to summarize the state-of-the-art in the utilization of computer vision techniques in the diagnosis of skin cancer. Malignant melanoma is one of the most rapidly increasing cancers in the world. Early diagnosis is particularly important since melanoma can be cured with a simple excision if detected early. In recent years, dermoscopy has proved valuable in visualizing the morphological structures in pigmented lesions. However, it has also been shown that dermoscopy is difficult to learn and subjective. Newer technologies such as infrared imaging, multispectral imaging, and confocal microscopy, have recently come to the forefront in providing greater diagnostic accuracy. These imaging technologies presented in this book can serve as an adjunct to physicians and provide automated skin cancer screening. Although computerized techniques cannot as yet provide a definitive diagnosis, they can be used to improve biopsy decision-making as well as early melanoma detection, especially for patients with multiple atypical nevi.
An Atlas Of Dermoscopy
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Author : Ashfaq Marghoob
language : en
Publisher: CRC Press
Release Date : 2004-10-20
An Atlas Of Dermoscopy written by Ashfaq Marghoob and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-10-20 with Medical categories.
Filled with figures, tables, and schematics, Atlas of Dermoscopy introduces dermoscopy and provides a guidebook for those who use it regularly in their practice. Dr. Alfred W. Kopf, a pioneer in education and in the clinical aspects of malignant melanoma, has joined forces with Dr. Ralph Braun and Dr. Ashfaq Marghoob to produce this concise and pra
Machine Learning In Medical Imaging
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Author : Luping Zhou
language : en
Publisher: Springer
Release Date : 2015-10-08
Machine Learning In Medical Imaging written by Luping Zhou and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-10-08 with Computers categories.
This book constitutes the proceedings of the 6th International Workshop on Machine Learning in Medical Imaging, MLMI 2015, held in conjunction with MICCAI 2015, in Munich in October 2015. The 40 full papers presented in this volume were carefully reviewed and selected from 69 submissions. The workshop focuses on major trends and challenges in the area of machine learning in medical imaging and present works aimed to identify new cutting-edge techniques and their use in medical imaging.
A Novel Skin Lesion Detection Approach Using Neutrosophic Clustering And Adaptive Region Growing In Dermoscopy Images
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Author : Yanhui Guo
language : en
Publisher: Infinite Study
Release Date :
A Novel Skin Lesion Detection Approach Using Neutrosophic Clustering And Adaptive Region Growing In Dermoscopy Images written by Yanhui Guo and has been published by Infinite Study this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
This paper proposes novel skin lesion detection based on neutrosophic clustering and adaptive region growing algorithms applied to dermoscopic images, called NCARG. First, the dermoscopic images are mapped into a neutrosophic set domain using the shearlet transform results for the images.
Dermoscopy Criteria Review
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Author : Wilhelm Stolz
language : en
Publisher: McGraw-Hill Education / Medical
Release Date : 2019-09-27
Dermoscopy Criteria Review written by Wilhelm Stolz and has been published by McGraw-Hill Education / Medical this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09-27 with Medical categories.
Dermoscopy Criteria Review – a perfect text for clinicians wishing to learn dermoscopy from world-renowned experts. A comprehensive overview examines the basic terminology and concepts of dermoscopy, a cutting-edge, non-invasive technique that is invaluable to clinicians in the evaluation and diagnosis of a full gamut of dermatologic conditions. The layout of this innovative text features clinical and dermoscopic images of more than 200 cases. All dermoscopic criteria are clearly labeled and pattern analysis methodology is provided to guide you towards mastering the technique and language of dermoscopy. Key features you will find include: •Important teaching points helpful to both novice and advanced dermoscopists •Extensive clinical and clearly-marked dermoscopic images •More than 100 clinical and dermoscopic images of melanoma •Each case includes a discussion of salient features and concludes with expert observations (“pearls”) based on authors’ years of experience • Chapters on Trichoscopy and Dermoscopy in General Dermatology and a comprehensive glossary of important dermoscopic terms are all included