computer vision techniques for the diagnosis of skin cancer series in bioengineering

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Computer Vision Techniques For The Diagnosis Of Skin Cancer

Author : Jacob Scharcanski
ISBN : 9783642396083
Genre : Technology & Engineering
File Size : 29. 51 MB
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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.

Dermoscopy Image Analysis

Author : M. Emre Celebi
ISBN : 9781482253276
Genre : Medical
File Size : 48. 87 MB
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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 identifying malignant melanoma. Dermoscopy Image Analysis summarizes the state of the art of the computerized analysis of dermoscopy images. The book begins by discussing the influence of color normalization on classification accuracy and then: Investigates gray-world, max-RGB, and shades-of-gray color constancy algorithms, showing significant gains in sensitivity and specificity on a heterogeneous set of images Proposes a new color space that highlights the distribution of underlying melanin and hemoglobin color pigments, leading to more accurate classification and border detection results Determines that the latest border detection algorithms can achieve a level of agreement that is only slightly lower than the level of agreement among experienced dermatologists Provides a comprehensive review of various methods for border detection, pigment network extraction, global pattern extraction, streak detection, and perceptually significant color detection Details a computer-aided diagnosis (CAD) system for melanomas that features an inexpensive acquisition tool, clinically meaningful features, and interpretable classification feedback Presents a highly scalable CAD system implemented in the MapReduce framework, a novel CAD system for melanomas, and an overview of dermatological image databases Describes projects that made use of a publicly available database of dermoscopy images, which contains 200 high-quality images along with their medical annotations Dermoscopy Image Analysis not only showcases recent advances but also explores future directions for this exciting subfield of medical image analysis, covering dermoscopy image analysis from preprocessing to classification.

Smart Intelligent Computing And Applications

Author : Suresh Chandra Satapathy
ISBN : 9789811319211
Genre : Technology & Engineering
File Size : 76. 53 MB
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The proceedings covers advanced and multi-disciplinary research on design of smart computing and informatics. The theme of the book broadly focuses on various innovation paradigms in system knowledge, intelligence and sustainability that may be applied to provide realistic solution to varied problems in society, environment and industries. The volume publishes quality work pertaining to the scope of the conference which is extended towards deployment of emerging computational and knowledge transfer approaches, optimizing solutions in varied disciplines of science, technology and healthcare.

Advances In Systems Control And Automation

Author : Avinash Konkani
ISBN : 9789811047626
Genre : Technology & Engineering
File Size : 63. 99 MB
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This book comprises the select proceedings of the ETAEERE 2016 conference. The book aims to shed light on different systems or machines along with their complex operation, behaviors, and linear–nonlinear relationship in different environments. It covers problems of multivariable control systems and provides the necessary background for performing research in the field of control and automation. Aimed at helping readers understand the classical and modern design of different intelligent automated systems, the book presents coverage on the control of linear and nonlinear systems, intelligent systems, stochastic control, knowledge-based systems applications, fault diagnosis and tolerant control, real-time control applications, etc. The contents of this volume will prove useful to researchers and professionals alike.

Encyclopedia Of Biomedical Engineering

Author :
ISBN : 9780128051443
Genre : Science
File Size : 35. 25 MB
Format : PDF
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Encyclopedia of Biomedical Engineering is a unique source for rapidly evolving updates on topics that are at the interface of the biological sciences and engineering. Biomaterials, biomedical devices and techniques play a significant role in improving the quality of health care in the developed world. The book covers an extensive range of topics related to biomedical engineering, including biomaterials, sensors, medical devices, imaging modalities and imaging processing. In addition, applications of biomedical engineering, advances in cardiology, drug delivery, gene therapy, orthopedics, ophthalmology, sensing and tissue engineering are explored. This important reference work serves many groups working at the interface of the biological sciences and engineering, including engineering students, biological science students, clinicians, and industrial researchers. Provides students with a concise description of the technologies at the interface of the biological sciences and engineering Covers all aspects of biomedical engineering, also incorporating perspectives from experts working within the domains of biomedicine, medical engineering, biology, chemistry, physics, electrical engineering, and more Contains reputable, multidisciplinary content from domain experts Presents a ‘one-stop’ resource for access to information written by world-leading scholars in the field

Skin Cancer And Uv Radiation

Author : Peter Altmeyer
ISBN : UOM:39015041320998
Genre : Medical
File Size : 30. 51 MB
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This book provides a detailed review of the field of skin cancer and UV radiation and is an excerpt of the International Congress on Skin Cancer and UV Radiation held in Bochum/Germany in October 1996. After presenting the basic aspects of UV radiation and its effect on human skin, the reader is introduced to various fields relating to skin cancer and sun light: risk factors, prevention, sun protection, screening, and diagnostics of skin cancer. Finally, different skin cancer therapies and treatment modalities are presented, compared, and discussed. The book also covers the field of photobiology and phototherapy by giving an overview of the basic aspects as well as the latest results in research and clinical medicine.

Optical And Imaging Techniques For Biomonitoring Iv

Author : Marco Dal Fante
ISBN : 0819430293
Genre : Technology & Engineering
File Size : 41. 10 MB
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Proceedings Of Optical And Imaging Techniques For Biomonitoring

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ISBN : 0819430293
Genre : Holography in medicine
File Size : 70. 68 MB
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Excerpta Medica Section 27 Biophysics Bioengineering And Medical Instrumentation

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ISBN : UCAL:B4419032
Genre :
File Size : 71. 75 MB
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World Congress On Medical Physics And Biomedical Engineering September 7 12 2009 Munich Germany

Author : Olaf Dössel
ISBN : 9783642038877
Genre : Science
File Size : 90. 7 MB
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Present Your Research to the World! The World Congress 2009 on Medical Physics and Biomedical Engineering – the triennial scientific meeting of the IUPESM - is the world’s leading forum for presenting the results of current scientific work in health-related physics and technologies to an international audience. With more than 2,800 presentations it will be the biggest conference in the fields of Medical Physics and Biomedical Engineering in 2009! Medical physics, biomedical engineering and bioengineering have been driving forces of innovation and progress in medicine and healthcare over the past two decades. As new key technologies arise with significant potential to open new options in diagnostics and therapeutics, it is a multidisciplinary task to evaluate their benefit for medicine and healthcare with respect to the quality of performance and therapeutic output. Covering key aspects such as information and communication technologies, micro- and nanosystems, optics and biotechnology, the congress will serve as an inter- and multidisciplinary platform that brings together people from basic research, R&D, industry and medical application to discuss these issues. As a major event for science, medicine and technology the congress provides a comprehensive overview and in–depth, first-hand information on new developments, advanced technologies and current and future applications. With this Final Program we would like to give you an overview of the dimension of the congress and invite you to join us in Munich! Olaf Dössel Congress President Wolfgang C.

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