[PDF] Region Adjacency Graph Approach For Acral Melanocytic Lesion Segmentation - eBooks Review

Region Adjacency Graph Approach For Acral Melanocytic Lesion Segmentation


Region Adjacency Graph Approach For Acral Melanocytic Lesion Segmentation
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Region Adjacency Graph Approach For Acral Melanocytic Lesion Segmentation


Region Adjacency Graph Approach For Acral Melanocytic Lesion Segmentation
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Author : Joanna Jaworek-Korjakowska
language : en
Publisher: Infinite Study
Release Date :

Region Adjacency Graph Approach For Acral Melanocytic Lesion Segmentation written by Joanna Jaworek-Korjakowska 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 Mathematics categories.


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. We obtain a superpixel oversegmentation of a lesion image by performing clustering in a joint color-spatial 5d space defined by coordinates of CIELAB color space and spatial coordinates of the image. We then construct a region adjacency graph based on this superpixel representation. We obtain the ultimate segmentation result by performing a hierarchical region merging. The proposed segmentation method has been tested on 134 color dermoscopic images of different types of acral melanocytic lesions (including melanoma) from various sources. It achieved an average Dice index value of 0.85, accuracy 0.91, precision 0.89, sensitivity 0.87, and specificity 0.88. Experimental results suggest the effectiveness of the proposed method, which would help improve the accuracy of other diagnostic algorithms for acral melanoma detection. The results also suggest that the computational approach towards lesion segmentation yields more stable output than manual segmentation by dermatologists.



Neutrosophic Set In Medical Image Analysis


Neutrosophic Set In Medical Image Analysis
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Author : Yanhui Guo
language : en
Publisher: Academic Press
Release Date : 2019-08-08

Neutrosophic Set In Medical Image Analysis written by Yanhui Guo and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-08-08 with Computers categories.


Neutrosophic Set in Medical Image Analysis gives an understanding of the concepts of NS, along with knowledge on how to gather, interpret, analyze and handle medical images using NS methods. It presents the latest cutting-edge research that gives insight into neutrosophic set's novel techniques, strategies and challenges, showing how it can be used in biomedical diagnoses systems. The neutrosophic set (NS), which is a generalization of fuzzy set, offers the prospect of overcoming the restrictions of fuzzy-based approaches to medical image analysis. - Introduces the mathematical model and concepts of neutrosophic theory and methods - Highlights the different techniques of neutrosophic theory, focusing on applying the neutrosophic set in image analysis to support computer- aided diagnosis (CAD) systems, including approaches from soft computing and machine learning - Shows how NS techniques can be applied to medical image denoising, segmentation and classification - Provides challenges and future directions in neutrosophic set based medical image analysis



Cutaneous Melanoma


Cutaneous Melanoma
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Author : Charles M. Balch
language : en
Publisher: Lippincott Williams & Wilkins
Release Date : 1985

Cutaneous Melanoma written by Charles M. Balch and has been published by Lippincott Williams & Wilkins this book supported file pdf, txt, epub, kindle and other format this book has been release on 1985 with Medical categories.




Melanoma


Melanoma
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Author : Adam I. Riker
language : en
Publisher: Springer
Release Date : 2018-06-06

Melanoma written by Adam I. Riker and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-06-06 with Medical categories.


This text serves as a very useful clinical guide and realistic approach to the clinical management of melanoma. Primary care physicians, specialists from varying areas of medical practice and numerous other healthcare providers will find this text to be quite useful as a standard daily reference and use in the office setting. It provides a clear and concise source of information in order to make real-life, evidence-based decisions for all aspects of management for cutaneous melanoma. This book also provides the latest breakthroughs in melanoma research, ranging from recent discoveries in genomics and epigenetics, to newly identified genes that have been selectively targeted for the development of a personalized approach to treatment. All chapters are written by specialists and true experts within their respective fields, incorporating the latest scientific, clinical and evidence-based medicine for melanoma (and non-melanoma skin cancers). This up-to-date information can be easily applied and translated to the clinical setting for the melanoma patient.



Handbook Of Dermoscopy


Handbook Of Dermoscopy
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Author : Josep Malvehy
language : en
Publisher: CRC Press
Release Date : 2006-01-17

Handbook Of Dermoscopy written by Josep Malvehy and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-01-17 with Medical categories.


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



Biomedical Image Processing


Biomedical Image Processing
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Author : Thomas Martin Deserno
language : en
Publisher: Springer Science & Business Media
Release Date : 2011-03-01

Biomedical Image Processing written by Thomas Martin Deserno 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 2011-03-01 with Science categories.


In modern medicine, imaging is the most effective tool for diagnostics, treatment planning and therapy. Almost all modalities have went to directly digital acquisition techniques and processing of this image data have become an important option for health care in future. This book is written by a team of internationally recognized experts from all over the world. It provides a brief but complete overview on medical image processing and analysis highlighting recent advances that have been made in academics. Color figures are used extensively to illustrate the methods and help the reader to understand the complex topics.



Silverberg S Principles And Practice Of Surgical Pathology And Cytopathology 4 Volume Set With Online Access


Silverberg S Principles And Practice Of Surgical Pathology And Cytopathology 4 Volume Set With Online Access
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Author : Mark R. Wick
language : en
Publisher: Cambridge University Press
Release Date : 2015-03-26

Silverberg S Principles And Practice Of Surgical Pathology And Cytopathology 4 Volume Set With Online Access written by Mark R. Wick and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-03-26 with Medical categories.


Silverberg's Principles and Practice of Surgical Pathology and Cytopathology is one of the most durable reference texts in pathology. Thoroughly revised and updated, this state-of-the-art new edition encompasses the entire fields of surgical pathology and cytopathology in a single source. Its practice-oriented format uniquely integrates these disciplines to present all the relevant features of a particular lesion, side by side. Over 4000 color images depict clinical features, morphological attributes, histochemical and immunohistochemical findings, and molecular characteristics of all lesions included. This edition features new highly experienced and academically accomplished editors, while chapters are written by the leading experts in the field (several new to this edition, bringing a fresh approach). Dr Steven Silverberg's practical approach to problem solving has been carefully preserved. The print book is packaged with access to a secure, electronic copy of the book, providing quick and easy access to its wealth of text and images.



Dermatopathology


Dermatopathology
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Author : Walter Burgdorf
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06

Dermatopathology written by Walter Burgdorf 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 2012-12-06 with Medical categories.


1982, published (in German) Histopathologie It is a great honor to be allowed to present my der Hautkrankheiten. Dr. Nasemann has gra concepts of basic dermatopathology. I have ciously allowed me to write my own English long joked that I wished to write a book enti text, completely reorganizing and changing his tled Dermatopathology for Dick and Jane already superb text, but using about one half (with apologies to the author of my first-grade reader), but finally concluded that a more dig of his photomicrographs and all of his line drawings. I have taken the balance of the pho nified title-Dermatopathology-was more appropriate. This book is aimed at a very spe tomicrographs myself, while Dr. Curt Littler cific readership-first-year residents in pathol has provided a number of new illustrations. Dr. ogy and dermatology, as they begin to learn Littler, who is somewhat closer to his first year skin pathology. My hope is that the book will of residency than I, helped to write the intro be used, worn out, and retired to the bookshelf ductory chapters with the goal of providing as the young physician's sophistication in just that information which his contemporaries would find most useful. creases. Thus, a copy that is pristine and not dog-eared has not fulfilled its purpose. I must add that I take full responsibility for This little manual cannot compete with the 'his text.



Decision Making In Medicine


Decision Making In Medicine
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Author : Stuart B. Mushlin
language : en
Publisher: Elsevier Health Sciences
Release Date : 2009-10-27

Decision Making In Medicine written by Stuart B. Mushlin and has been published by Elsevier Health Sciences this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-10-27 with Medical categories.


This popular reference facilitates diagnostic and therapeutic decision making for a wide range of common and often complex problems faced in outpatient and inpatient medicine. Comprehensive algorithmic decision trees guide you through more than 245 disorders organized by sign, symptom, problem, or laboratory abnormality. The brief text accompanying each algorithm explains the key steps of the decision making process, giving you the clear, clinical guidelines you need to successfully manage even your toughest cases. An algorithmic format makes it easy to apply the practical, decision-making approaches used by seasoned clinicians in daily practice. Comprehensive coverage of general and internal medicine helps you successfully diagnose and manage a full range of diseases and disorders related to women's health, emergency medicine, urology, behavioral medicine, pharmacology, and much more. A Table of Contents arranged by organ system helps you to quickly and easily zero in on the information you need. More than a dozen new topics focus on the key diseases and disorders encountered in daily practice. Fully updated decision trees guide you through the latest diagnostic and management guidelines.



Melanoma


Melanoma
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Author : Howard L. Kaufman
language : en
Publisher: Springer
Release Date : 2015-11-24

Melanoma written by Howard L. Kaufman and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-11-24 with Medical categories.


Melanoma is one of the most types of cancer. When melanoma is detected at an early stage, treatment is highly successful, but outcomes can be poor when the disease is advanced. There has been significant progress in our understanding of the molecular biology, genetics, and immunology of melanoma over the past decade. This has been accompanied by rapid advances in therapeutic strategies for patients with melanoma. This book provides the clinician and the researcher with a broad understanding of the molecular and cellular pathogenesis of melanoma, explores the clinical characteristics and criteria for clinical and pathological staging of the disease, and provides an overview of current and evolving treatment strategies in the adjuvant, metastatic, and preventive settings. The treatment of special populations and rare variants of melanoma that often present particular clinical challenges is also covered. Authored by international experts in melanoma biology and clinical management, this volume concisely explains how to diagnose, treat, and prevent melanoma while reviewing advances in basic science and providing an overview of innovative approaches still under development.