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
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 Рейтинг: Цена: 111790.00 T 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.
Автор: Yin Xiao-Xia, Hadjiloucas Sillas, Zhang Yanchun Название: Pattern Classification of Medical Images: Computer Aided Diagnosis ISBN: 3319860615 ISBN-13(EAN): 9783319860619 Издательство: Springer Рейтинг: Цена: 93160.00 T 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.
Автор: Kenji Suzuki; Yisong Chen Название: Artificial Intelligence in Decision Support Systems for Diagnosis in Medical Imaging ISBN: 3319688421 ISBN-13(EAN): 9783319688428 Издательство: Springer Рейтинг: Цена: 149060.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book offers the first comprehensive overview of artificial intelligence (AI) technologies in decision support systems for diagnosis based on medical images, presenting cutting-edge insights from thirteen leading research groups around the world. Medical imaging offers essential information on patients’ medical condition, and clues to causes of their symptoms and diseases. Modern imaging modalities, however, also produce a large number of images that physicians have to accurately interpret. This can lead to an “information overload” for physicians, and can complicate their decision-making. As such, intelligent decision support systems have become a vital element in medical-image-based diagnosis and treatment. Presenting extensive information on this growing field of AI, the book offers a valuable reference guide for professors, students, researchers and professionals who want to learn about the most recent developments and advances in the field.
Автор: Elisabeth Rakus-Andersson Название: Fuzzy and Rough Techniques in Medical Diagnosis and Medication ISBN: 364208060X ISBN-13(EAN): 9783642080609 Издательство: Springer Рейтинг: Цена: 186340.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: In the late eighties of the twentieth century I encountered a paper referring to mathematics dealing with imprecision applied to medical diagnosis. Lately I have read many papers and books about treating medical tasks solved by using fuzzy ideas.
Автор: Shan Suthaharan Название: Machine Learning Models and Algorithms for Big Data Classification ISBN: 1489978526 ISBN-13(EAN): 9781489978523 Издательство: Springer Рейтинг: Цена: 121110.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book presents machine learning models and algorithms to address big data classification problems. The first part mainly focuses on the topics that are needed to help analyze and understand data and big data. The third part presents the topics required to understand and select machine learning techniques to classify big data.
Название: Handbook of Optical Biomedical Diagnostics. Light-Tissue Interaction, V.V. Tuchin (Ed.), vol.1, 2nd ed., SPIE Press PM262, Bellingham, WA, USA, 2016 – 864 p. ISBN: 1510601635 ISBN-13(EAN): 9781510601635 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 178070.00 T Наличие на складе: Невозможна поставка. Описание: Since the publication of the first edition of the Handbook in 2002, optical methods for biomedical diagnostics have developed in many well-established directions, and new trends have also appeared. To encompass all current methods, the text has been updated and expanded into the two volumes contained in this set: Volume 1: Light - Tissue Interaction and Volume 2: Methods.
Автор: Amezcua Название: New Classification Method Based on Modular Neural Networks with the LVQ Algorithm and Type-2 Fuzzy Logic ISBN: 3319737724 ISBN-13(EAN): 9783319737720 Издательство: Springer Рейтинг: Цена: 46570.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: In this book a new model for data classification was developed. Some architectures were developed in order to work mainly with two datasets, an arrhythmia dataset (using ECG signals) for classifying 15 different types of arrhythmias, and a satellite images segments dataset used for classifying six different types of soil.
Автор: Hudec Miroslav Название: Fuzziness in Information Systems: How to Deal with Crisp and Fuzzy Data in Selection, Classification, and Summarization ISBN: 3319825984 ISBN-13(EAN): 9783319825984 Издательство: Springer Рейтинг: Цена: 93160.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: The book examines theoretical and practical approaches to fuzziness in information systems based on statistical data related to territorial units. Chapter 1 discusses the theory of fuzzy sets and fuzzy logic to enable readers to understand the information presented in the book.
Автор: Teodorescu Название: Fuzzy and Neuro-Fuzzy Systems in Medicine ISBN: 1138105546 ISBN-13(EAN): 9781138105546 Издательство: Taylor&Francis Рейтинг: Цена: 265410.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Fuzzy and Neuro-Fuzzy Systems in Medicineprovides a thorough review of state-of-the-art techniques and practices, defines and explains relevant problems, as well as provides solutions to these problems. After an introduction, the book progresses from one topic to another - with a linear development from fundamentals to applications.
Автор: Teodorescu Название: Revival: Fuzzy and Neuro-Fuzzy Systems in Medicine (1998) ISBN: 1138558877 ISBN-13(EAN): 9781138558878 Издательство: Taylor&Francis Рейтинг: Цена: 73490.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Fuzzy and Neuro-Fuzzy Systems in Medicineprovides a thorough review of state-of-the-art techniques and practices, defines and explains relevant problems, as well as provides solutions to these problems. After an introduction, the book progresses from one topic to another - with a linear development from fundamentals to applications.
Автор: Donglu Shi Название: Bio-Inspired Nanomaterials and Applications: Nano Detection, Drug/Gene Delivery, Medical Diagnosis and Therapy ISBN: 9814616915 ISBN-13(EAN): 9789814616911 Издательство: World Scientific Publishing Рейтинг: Цена: 95040.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book intends to provide an up-to-date information in the field of nanobiomedicine. The focus of the book is on the basic concepts and recent developments in the field of nanotechnology.
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