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Dermoscopy Image Analysis
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Book Synopsis Dermoscopy Image Analysis by : M. Emre Celebi
Download or read book Dermoscopy Image Analysis written by M. Emre Celebi and published by CRC Press. This book was released on 2015-10-16 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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
Book Synopsis Dermoscopy in General Dermatology by : Aimilios Lallas
Download or read book Dermoscopy in General Dermatology written by Aimilios Lallas and published by CRC Press. This book was released on 2018-09-03 with total page 719 pages. Available in PDF, EPUB and Kindle. Book excerpt: This lavishly illustrated guide from experts will enable practitioners to get the most out of dermoscopy for investigations and treatments in general dermatology.
Book Synopsis Color Medical Image Analysis by : M. Emre Celebi
Download or read book Color Medical Image Analysis written by M. Emre Celebi and published by Springer Science & Business Media. This book was released on 2012-09-16 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Machine Learning in Medical Imaging by : Luping Zhou
Download or read book Machine Learning in Medical Imaging written by Luping Zhou and published by Springer. This book was released on 2015-10-08 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Development of Algorithms for Dermoscopy Image Analysis by : Mehemmed Emre Celebi
Download or read book Development of Algorithms for Dermoscopy Image Analysis written by Mehemmed Emre Celebi and published by ProQuest. This book was released on 2006 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Photography in Clinical Medicine by : Paola Pasquali
Download or read book Photography in Clinical Medicine written by Paola Pasquali and published by Springer Nature. This book was released on 2020-12-09 with total page 730 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explains how medical photography is part of the workflow in many specialties: it is needed for registries, to preserve information, for follow up, second opinion and teaching, among others. The book gathers information on this field, providing valuable practical tips for those that have never used photography for medical uses as well as those who use it regularly. Covering specialities ranging from dermatology, plastic surgery, dentistry, ophthalmology and endoscopy to forensic medicine, specimen photography and veterinary medicine, it highlights standardization for each procedure and relevance to ethical, patients’ perception of medical photography, cybersecurity and legal aspects. The book also presents practical sections explaining how to organize a photographic file, coding, reimbursement, compliance, use of social media and preservation as well as in depth concepts on sharp focus on blurred vision. This volume will appeal to all clinicians and practitioners interested in acquiring a high level of technical skill in medical photography.
Book Synopsis Handbook of Dermoscopy by : Josep Malvehy
Download or read book Handbook of Dermoscopy written by Josep Malvehy and published by CRC Press. This book was released on 2006-01-17 with total page 106 pages. Available in PDF, EPUB and Kindle. Book excerpt: The rise in popularity of dermoscopy has meant that more and more practitioners need a ready reference to consult in a clinical setting where larger atlases are less practical. The Handbook of Dermoscopy features a wealth of photographs, checklists, and algorithms to assist in spot diagnoses. Coverage includes melanocytic lesions, seborrheic kerato
Book Synopsis Imaging in Dermatology by : Michael R. Hamblin
Download or read book Imaging in Dermatology written by Michael R. Hamblin and published by Academic Press. This book was released on 2016-07-29 with total page 560 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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
Book Synopsis Computer Vision Techniques for the Diagnosis of Skin Cancer by : Jacob Scharcanski
Download or read book Computer Vision Techniques for the Diagnosis of Skin Cancer written by Jacob Scharcanski and published by Springer Science & Business Media. This book was released on 2013-09-30 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Comprehensive Atlas of Dermatoscopy Cases by : Horacio Cabo
Download or read book Comprehensive Atlas of Dermatoscopy Cases written by Horacio Cabo and published by Springer. This book was released on 2018-06-15 with total page 213 pages. Available in PDF, EPUB and Kindle. Book excerpt: This practical atlas describes the use of dermoscopy in the clinic, a technique that is increasingly used by the clinical dermatologist. It revolves around the use of clinical cases, simulating what happens in the clinic when the dermatologist is presented with a patient who has pigmented lesions. Dermatologists perform diagnoses based on what they see on the skin and with these images recognize different diseases. This whole spectrum of forms and shapes is reflected in colour. Dermoscopy opens a new and very wide field of structures and colors that can not be seen with the naked eye and, with appropriate training and the use of this book, improves our clinical diagnosis. Comprehensive Atlas of Dermatoscopy Cases teaches the technique through specially selected clinical cases that cover the entire field of dermoscopy, providing the reader a thorough understanding of the techniques and methodologies associated with diagnosis using dermatoscopy. It is of great use to the trainee dermatologist and any practicing dermatologist seeking to expand their skills with this important diagnostic tool.
Download or read book Imbalanced Learning written by Haibo He and published by John Wiley & Sons. This book was released on 2013-06-07 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first book of its kind to review the current status and future direction of the exciting new branch of machine learning/data mining called imbalanced learning Imbalanced learning focuses on how an intelligent system can learn when it is provided with imbalanced data. Solving imbalanced learning problems is critical in numerous data-intensive networked systems, including surveillance, security, Internet, finance, biomedical, defense, and more. Due to the inherent complex characteristics of imbalanced data sets, learning from such data requires new understandings, principles, algorithms, and tools to transform vast amounts of raw data efficiently into information and knowledge representation. The first comprehensive look at this new branch of machine learning, this book offers a critical review of the problem of imbalanced learning, covering the state of the art in techniques, principles, and real-world applications. Featuring contributions from experts in both academia and industry, Imbalanced Learning: Foundations, Algorithms, and Applications provides chapter coverage on: Foundations of Imbalanced Learning Imbalanced Datasets: From Sampling to Classifiers Ensemble Methods for Class Imbalance Learning Class Imbalance Learning Methods for Support Vector Machines Class Imbalance and Active Learning Nonstationary Stream Data Learning with Imbalanced Class Distribution Assessment Metrics for Imbalanced Learning Imbalanced Learning: Foundations, Algorithms, and Applications will help scientists and engineers learn how to tackle the problem of learning from imbalanced datasets, and gain insight into current developments in the field as well as future research directions.
Book Synopsis Hybrid Image Processing Methods for Medical Image Examination by : Venkatesan Rajinikanth
Download or read book Hybrid Image Processing Methods for Medical Image Examination written by Venkatesan Rajinikanth and published by CRC Press. This book was released on 2021-01-29 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: In view of better results expected from examination of medical datasets (images) with hybrid (integration of thresholding and segmentation) image processing methods, this work focuses on implementation of possible hybrid image examination techniques for medical images. It describes various image thresholding and segmentation methods which are essential for the development of such a hybrid processing tool. Further, this book presents the essential details, such as test image preparation, implementation of a chosen thresholding operation, evaluation of threshold image, and implementation of segmentation procedure and its evaluation, supported by pertinent case studies. Aimed at researchers/graduate students in the medical image processing domain, image processing, and computer engineering, this book: Provides broad background on various image thresholding and segmentation techniques Discusses information on various assessment metrics and the confusion matrix Proposes integration of the thresholding technique with the bio-inspired algorithms Explores case studies including MRI, CT, dermoscopy, and ultrasound images Includes separate chapters on machine learning and deep learning for medical image processing
Book Synopsis Region Adjacency Graph Approach for Acral Melanocytic Lesion Segmentation by : Joanna Jaworek-Korjakowska
Download or read book Region Adjacency Graph Approach for Acral Melanocytic Lesion Segmentation written by Joanna Jaworek-Korjakowska and published by Infinite Study. This book was released on with total page 14 pages. Available in PDF, EPUB and Kindle. Book excerpt: Malignant melanoma is among the fastest increasing malignancies in many countries. Due to its propensity to metastasize and lack of effective therapies for most patients with advanced disease, early detection of melanoma is a clinical imperative. In non-Caucasian populations, melanomas are frequently located in acral volar areas and their dermoscopic appearance differs from the non-acral ones. Although lesion segmentation is a natural preliminary step towards its further analysis, so far virtually no acral skin lesion segmentation method has been proposed. Our goal was to develop an effective segmentation algorithm dedicated for acral lesions.
Author :Management Association, Information Resources Publisher :IGI Global ISBN 13 :1522505725 Total Pages :2081 pages Book Rating :4.5/5 (225 download)
Book Synopsis Medical Imaging: Concepts, Methodologies, Tools, and Applications by : Management Association, Information Resources
Download or read book Medical Imaging: Concepts, Methodologies, Tools, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2016-07-18 with total page 2081 pages. Available in PDF, EPUB and Kindle. Book excerpt: Medical imaging has transformed the ways in which various conditions, injuries, and diseases are identified, monitored, and treated. As various types of digital visual representations continue to advance and improve, new opportunities for their use in medical practice will likewise evolve. Medical Imaging: Concepts, Methodologies, Tools, and Applications presents a compendium of research on digital imaging technologies in a variety of healthcare settings. This multi-volume work contains practical examples of implementation, emerging trends, case studies, and technological innovations essential for using imaging technologies for making medical decisions. This comprehensive publication is an essential resource for medical practitioners, digital imaging technologists, researchers, and medical students.
Book Synopsis Dermoscopy E-Book by : H. Peter Soyer
Download or read book Dermoscopy E-Book written by H. Peter Soyer and published by Elsevier Health Sciences. This book was released on 2011-07-15 with total page 247 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dermoscopy: The Essentials presents the practical guidance you need to master this highly effective, cheaper, and less invasive alternative to biopsy. Drs. Peter Soyer, Giuseppe Argenziano, Rainer Hofmann-Wellenhof, and Iris Zalaudek explain all aspects of performing dermoscopy and interpreting results. With approximately 50% new clinical and dermoscopic images, valuable pearls and checklists, and access to the fully searchable text online at www.expertconsult.com, you’ll have everything you need to diagnose earlier and more accurately. Avoid diagnostic pitfalls through pearls that explain how to accurately use dermoscopy and highlight common mistakes. Master all aspects of performing dermoscopy and interpreting the results with easy-to-use "traffic light" systems and checklists for quick and effective learning. Diagnose more accurately using the expanded section on testing tools for extra guidance on difficult cases. Gain a better visual understanding with approximately 50% new clinical and dermoscopic images that depict the appearance of benign and malignant lesions and feature arrows and labels to highlight important manifestations.
Book Synopsis Dermoscopy E-Book by : H. Peter Soyer
Download or read book Dermoscopy E-Book written by H. Peter Soyer and published by Elsevier Health Sciences. This book was released on 2019-11-24 with total page 243 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dermoscopy: The Essentials presents the practical guidance you need to master this highly effective, more economical, and less invasive alternative to biopsy. Drs. Peter Soyer, Giuseppe Argenziano, Rainer Hofmann-Wellenhof, and Iris Zalaudek explain all aspects of performing dermoscopy and interpreting results. With approximately 30% new clinical and dermoscopic images, valuable pearls and checklists, and online access to the fully searchable and downloadable text, you’ll have everything you need to diagnose earlier and more accurately. Avoid diagnostic pitfalls through pearls that explain how to accurately use dermoscopy and highlight common mistakes. Master all aspects of performing dermoscopy and interpreting the results with easy-to-use "traffic light" systems and checklists for quick and effective learning. Gain a better visual understanding with approximately 30% new clinical and dermoscopic images that depict the appearance of benign and malignant lesions and feature arrows and labels to highlight important manifestations. Get better diagnostic results for less by learning how to successfully perform dermoscopy with this portable, to-the-point resource.
Book Synopsis Color Medical Image Analysis by : M. Emre Celebi
Download or read book Color Medical Image Analysis written by M. Emre Celebi and published by Springer Science & Business Media. This book was released on 2012-09-16 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
