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Classification techniques for medical image analysis and computer aided diagnosis /, Dey, Nilanjan.


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Цена: 19875.00р.
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При оформлении заказа до: 2025-08-25
Ориентировочная дата поставки: конец Сентября - начало Октября
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Автор: Dey, Nilanjan.   (Ниланджан Дей)
Название:  Classification techniques for medical image analysis and computer aided diagnosis /
Перевод названия: Ниланджан Дей: Методы классификации для анализа медицинских изображений и компьютерной диагностики
ISBN: 9780128180044
Издательство: Elsevier Science
Классификация:


ISBN-10: 0128180048
Обложка/Формат: Paperback
Страницы: 218
Вес: 0.53 кг.
Дата издания: 31.07.2019
Серия: Advances in ubiquitous sensing applications for healthcare
Язык: English
Размер: 235 x 191 x 12
Ссылка на Издательство: Link
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Поставляется из: Европейский союз
Описание:

Classification Techniques for Medical Image Analysis and Computer Aided Diagnosis covers the most current advances on how to apply classification techniques to a wide variety of clinical applications that are appropriate for researchers and biomedical engineers in the areas of machine learning, deep learning, data analysis, data management and computer-aided diagnosis (CAD) systems design. The book covers several complex image classification problems using pattern recognition methods, including Artificial Neural Networks (ANN), Support Vector Machines (SVM), Bayesian Networks (BN) and deep learning. Further, numerous data mining techniques are discussed, as they have proven to be good classifiers for medical images.

  • Examines the methodology of classification of medical images that covers the taxonomy of both supervised and unsupervised models, algorithms, applications and challenges
  • Discusses recent advances in Artificial Neural Networks, machine learning, and deep learning in clinical applications
  • Introduces several techniques for medical image processing and analysis for CAD systems design



Topical Diagnosis in Neurology: Anatomy, Physiology, Signs, Symptoms,5 ed.

Автор: Mathias Baehr, Michael Frotscher
Название: Topical Diagnosis in Neurology: Anatomy, Physiology, Signs, Symptoms,5 ed.
ISBN: 3136128052 ISBN-13(EAN): 9783136128053
Издательство: Thieme Verlagsgruppe
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Цена: 9082.00 р.
Наличие на складе: Поставка под заказ.

Описание: A new, larger format highlights full-color anatomy and cutting-edge science for every generation of medical professionals The fifth edition of Duus' classic title Topical Diagnosis in Neurology continues to provide a clear, integrated presentation of anatomy, function, and disorders of the central nervous system and serves as a quick reference for practitioners and trainees alike. It elucidates the neuroanatomical pathways that lead to specific clinical syndromes, and demonstrates how solid anatomical knowledge combined with a thorough neurological examination can help localize a lesion and arrive at a diagnosis. Features of the fifth edition: o A modern, integrated, and interdisciplinary approach to topical neurological diagnosis, showing how knowledge of basic neuroanatomy and neurophysiology can be applied in the clinical setting o An enlarged page design that showcases more than 400 detailed anatomical illustrations including CT and MRI images of the highest quality o A logical, thematic structure, with useful summaries at the beginning of each chapter and color-coded section headings that enable readers to distinguish between neuroanatomical and clinical material at a glance o A collection of updated case studies, state-of-the-art imaging examples, and a new introduction to the principle components of the nervous system o A wide range of study aids and clinical correlations that support the emphasis on integrative medicine in the current medical school curriculum Topical Diagnosis in Neurology is an ideal reference for neurologists and neuroscientists who correlate neurological diseases to anatomical location in order to complete a diagnosis or understand a clinical syndrome. It is also an essential tool for trainees and advanced students who need a solid grounding in key neurofunctional relationships. Mathias Baehr, MD, is Professor and Chairman of the Department of Neurology, University of Gttingen, Gttingen, Germany. Michael Frotscher, MD, is Hertie Senior Research Professor for Neuroscience and Chairman Department of Structural Neurobiology, Center for Molecular Neurobiology, Hamburg (ZMNH), University of Hamburg, Hamburg, Germany.

Computer Age Statistical Inference

Автор: Bradley Efron and Trevor Hastie
Название: Computer Age Statistical Inference
ISBN: 1107149894 ISBN-13(EAN): 9781107149892
Издательство: Cambridge Academ
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Цена: 9029.00 р.
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Описание: The twenty-first century has seen a breathtaking expansion of statistical methodology, both in scope and in influence. 'Big data', 'data science', and 'machine learning' have become familiar terms in the news, as statistical methods are brought to bear upon the enormous data sets of modern science and commerce. How did we get here? And where are we going? This book takes us on an exhilarating journey through the revolution in data analysis following the introduction of electronic computation in the 1950s. Beginning with classical inferential theories - Bayesian, frequentist, Fisherian - individual chapters take up a series of influential topics: survival analysis, logistic regression, empirical Bayes, the jackknife and bootstrap, random forests, neural networks, Markov chain Monte Carlo, inference after model selection, and dozens more. The distinctly modern approach integrates methodology and algorithms with statistical inference. The book ends with speculation on the future direction of statistics and data science.

Visualization Analysis and Design

Автор: Munzner
Название: Visualization Analysis and Design
ISBN: 1466508914 ISBN-13(EAN): 9781466508910
Издательство: Taylor&Francis
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Цена: 10717.00 р.
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Описание:

Learn How to Design Effective Visualization Systems

Visualization Analysis and Design provides a systematic, comprehensive framework for thinking about visualization in terms of principles and design choices. The book features a unified approach encompassing information visualization techniques for abstract data, scientific visualization techniques for spatial data, and visual analytics techniques for interweaving data transformation and analysis with interactive visual exploration. It emphasizes the careful validation of effectiveness and the consideration of function before form.

The book breaks down visualization design according to three questions: what data users need to see, why users need to carry out their tasks, and how the visual representations proposed can be constructed and manipulated. It walks readers through the use of space and color to visually encode data in a view, the trade-offs between changing a single view and using multiple linked views, and the ways to reduce the amount of data shown in each view. The book concludes with six case studies analyzed in detail with the full framework.

The book is suitable for a broad set of readers, from beginners to more experienced visualization designers. It does not assume any previous experience in programming, mathematics, human-computer interaction, or graphic design and can be used in an introductory visualization course at the graduate or undergraduate level.

Pattern Classification of Medical Images: Computer Aided Diagnosis

Автор: Xiao-Xia Yin; Sillas Hadjiloucas; Yanchun Zhang
Название: Pattern Classification of Medical Images: Computer Aided Diagnosis
ISBN: 3319570269 ISBN-13(EAN): 9783319570266
Издательство: Springer
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Цена: 16769.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book presents advances in biomedical imaging analysis and processing techniques using time dependent medical image datasets for computer aided diagnosis.

Advanced Classification Techniques for Healthcare Analysis

Автор: Chinmay Chakraborty
Название: Advanced Classification Techniques for Healthcare Analysis
ISBN: 1522577963 ISBN-13(EAN): 9781522577966
Издательство: Mare Nostrum (Eurospan)
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Цена: 35739.00 р.
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Описание: Medical and information communication technology professionals are working to develop robust classification techniques, especially in healthcare data/image analysis, to ensure quick diagnoses and treatments to patients. Without fast and immediate access to healthcare databases and information, medical professionals’ success rates and treatment options become limited and fall to disastrous levels.Advanced Classification Techniques for Healthcare Analysis provides emerging insight into classification techniques in delivering quality, accurate, and affordable healthcare, while also discussing the impact health data has on medical treatments. Featuring coverage on a broad range of topics such as early diagnosis, brain-computer interface, metaheuristic algorithms, clustering techniques, learning schemes, and mobile telemedicine, this book is ideal for medical professionals, healthcare administrators, engineers, researchers, academicians, and technology developers seeking current research on furthering information and communication technology that improves patient care.

Computational Techniques for Dental Image Analysis

Автор: K. Kamalanand, B. Thayumanavan, P. Mannar Jawahar
Название: Computational Techniques for Dental Image Analysis
ISBN: 1522562435 ISBN-13(EAN): 9781522562436
Издательство: Mare Nostrum (Eurospan)
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Цена: 35402.00 р.
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Описание: 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.

Machine Learning in Computer-Aided Diagnosis: Medical Imaging Intelligence and Analysis

Автор: Kenji Suzuki
Название: Machine Learning in Computer-Aided Diagnosis: Medical Imaging Intelligence and Analysis
ISBN: 1466600594 ISBN-13(EAN): 9781466600591
Издательство: Mare Nostrum (Eurospan)
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Цена: 35759.00 р.
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Описание: <em>Machine Learning in Computer-Aided Diagnosis: Medical Imaging Intelligence and Analysis</em> provides a comprehensive overview of machine learning research and technology in medical decision-making based on medical images. This book covers major technical advancements and research findings in the field of Computer-Aided Diagnosis (CAD). As it demonstrates the practical applications of CAD, this book is a useful reference for professors in engineering and medical schools, students in engineering and applied-science, medical students, medical engineers, researchers in industry, academia, and health science, radiologists, cardiologists, surgeons, and healthcare professionals.

Biomedical Image Analysis and Mining Techniques for Improved Health Outcomes

Автор: Wahiba Ben Abdessalem Karaa, Nilanjan Dey
Название: Biomedical Image Analysis and Mining Techniques for Improved Health Outcomes
ISBN: 1466688114 ISBN-13(EAN): 9781466688117
Издательство: Mare Nostrum (Eurospan)
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Цена: 32848.00 р.
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Описание: Addresses major techniques regarding image processing as a tool for disease identification and diagnosis, as well as treatment recommendation. An essential addition to the reference material available in the field of medicine, this timely publication covers a range of applied research on data mining, image processing, computational simulation, data visualization, and image retrieval.


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