Deep Learning Techniques for Biomedical and Health Informatics, Sujata Dash; Biswa Ranjan Acharya; Mamta Mittal; A
Автор: Kalet Ira J. Название: Principles of Biomedical Informatics, 2 ed ISBN: 0124160190 ISBN-13(EAN): 9780124160194 Издательство: Elsevier Science Рейтинг: Цена: 83080.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Provides a treatment of the deep computational ideas at the foundation of the field. This book includes exercises at the end of each chapter, ideas for student projects, and a number of new topics, such as: tree structured data, interval trees, and time-oriented medical data and their use.
Deep Learning Techniques for Biomedical and Health Informatics provides readers with the state-of-the-art in deep learning-based methods for biomedical and health informatics. The book covers not only the best-performing methods, it also presents implementation methods. The book includes all the prerequisite methodologies in each chapter so that new researchers and practitioners will find it very useful. Chapters go from basic methodology to advanced methods, including detailed descriptions of proposed approaches and comprehensive critical discussions on experimental results and how they are applied to Biomedical Engineering, Electronic Health Records, and medical image processing.
Examines a wide range of Deep Learning applications for Biomedical Engineering and Health Informatics, including Deep Learning for drug discovery, clinical decision support systems, disease diagnosis, prediction and monitoring
Discusses Deep Learning applied to Electronic Health Records (EHR), including health data structures and management, deep patient similarity learning, natural language processing, and how to improve clinical decision-making
Provides detailed coverage of Deep Learning for medical image processing, including optimizing medical big data, brain image analysis, brain tumor segmentation in MRI imaging, and the future of biomedical image analysis
Автор: Yuan-Ting Zhang; Paulo Carvalho; Ratko Magjarevic Название: International Conference on Biomedical and Health Informatics ISBN: 9811045046 ISBN-13(EAN): 9789811045042 Издательство: Springer Рейтинг: Цена: 158380.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This volume presents the proceedings of the International Conference on Biomedical and Health Informatics (ICBHI). The conference was a new special topic conference and a common initiative by the International Federation of Medical and Biological Engineering (IFMBE) and IEEE Engineering in Medicine and Biology Society (IEEE- EMBS). BHI2015 was held in Haikou, China, 8-10 October 2015. The main theme of the BHI2015 is "The Convergence: Integrating Information and Communication Technologies with Biomedicine for Global Health".
The ICBHI2015 proceedings examine enabling technologies of sensors, devices and systems that optimize the acquisition, transmission, processing, storage, retrieval, use of biomedical and health information as well as to report novel clinical applications of health information systems and the deployment of m-Health, e-Health, u-Health, p-Health and Telemedicine.
Автор: Kang-Ping Lin; Ratko Magjarevic; Paulo de Carvalho Название: Future Trends in Biomedical and Health Informatics and Cybersecurity in Medical Devices ISBN: 3030306356 ISBN-13(EAN): 9783030306359 Издательство: Springer Рейтинг: Цена: 214280.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book gathers the proceedings of the IV International Conference on Biomedical and Health Informatics (ICBHI 2019), held on 17-20 April, 2019, in Taipei, Taiwan.
Автор: Hartmut Zabel Название: Radiology, Lasers, Nanoparticles and Prosthetics ISBN: 3110553104 ISBN-13(EAN): 9783110553109 Издательство: Walter de Gruyter Цена: 68120.00 T Наличие на складе: Невозможна поставка. Описание: Order the Set Medical Physics and save almost 25€. Medical Physics covers the applied branch of physics concerned with the application of concepts and methods of physics to diagnostics and therapeutics of human diseases. This second volume in a series of two complements the imaging modalities presented in the first volume by those methods, which use ionizing radiation. The first chapters in part A on Radiography provide a solid background on radiation sources, interaction of radiation with matter, and dosimetry for the safe handling of radiation before introducing x-ray radiography, scintigraphy, SPECT and PET. The second part B on Radiotherapy starts from basic information on the life cycle of cells, radiation response of healthy and tumorous cells. In subsequent chapters the main methods of radiation treatment are presented, in particular x-ray radiotherapy, proton and neutron radiation therapy, and brachytherapy. The last part C, Diagnostics and Therapeutics beyond Radiology, covers laser applications, multifunctional nanoparticles and prosthetics. The present volume introduces the physical background on ionizing radiation, the biological effectiveness of radiation, as well as radiation based methods for diagnostics and therapeutics. covers the second part of the entire field of medical physics, including imaging methods with the use of ionizing radiation; radiation therapy with photons, protons, and neutrons; laser methods, nanomedicine and prosthetics. provides an introduction for Bachelor students to the main concepts of Medical Physics during their fi rst semesters guiding them to further specialized and advanced literature. contains many questions & answers related to the content of each chapter. is also available as a set together with Volume 1. Contents Part A: RadiographyX-ray generationNuclei and isotopesInteraction of radiation with matterRadiation detection and protectionX-ray radiographyScintigraphyPositron emission tomography Part B: RadiotherapyCell cycle and cancerX-ray radiotherapyCharged particle radiotherapyNeutron radiotherapyBrachytherapy Part C: Diagnostics and therapeutics beyond radiologyLaser applications in medicineNanoparticles for nanomedical applicationsProsthetics
Автор: Zia Ur Rahman Название: Adaptive Filtering Techniques for Remote Health Care Monitoring Systems ISBN: 1536147494 ISBN-13(EAN): 9781536147490 Издательство: Nova Science Рейтинг: Цена: 182680.00 T Наличие на складе: Невозможна поставка. Описание: Adaptive Filtering Techniques for Remote Health Care Monitoring Systems aims to present a full picture of the state-of-the-art research and development of adaptive signal processing applications in various real-time applications. This book covers some important applications like MIMO, artifact removal, speech enhancement, beam forming, brain computer interface, genomic analysis, biomedical signal processing, healthcare technology, inter symbol interference cancellation, and others.It is certainly not the authors ambition to cover everything concerning adaptive filtering principles and applications. Rather, this edited book features the latest methodological, technical and practical progress on promoting the successful use of adaptive filtering principles and applications, which are more useful in the current day scenario. This book consists of ten chapters contributed by prominent researchers from throughout the world.The intended audience of this book will mainly consist of researchers, research students and practitioners in adaptive filtering and applications. This book is also of interest to researchers and industrial practitioners in areas such as algorithm developers, biomedical engineering, biomedical instrumentation, VLSI circuits design, and embedded systems. This edited book will present research outcomes on theoretical and technical issues related to real-time applications.The authors would like to convey their appreciation to all the contributors, including the accepted chapters authors, and many other participants who submitted their chapters that cannot be included in the book due to space limitation.
Автор: Hartmut Zabel Название: [Set Medical Physics Vol. 1+2] ISBN: 3110559579 ISBN-13(EAN): 9783110559576 Издательство: Walter de Gruyter Цена: 105310.00 T Наличие на складе: Невозможна поставка. Описание: Starting with foundations in physiology, this two-volume textbook introduces students in science, medicine and engineering in a coherent way to the physics behind modern imaging and therapy techniques, as well as bio-compatible materials and their use in prosthetics. The first volume covers the physics of the body and imaging methods. The second volume introduces ionizing radiation and radiation based methods for diagnostics and therapeutics.
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) Рейтинг: Цена: 218990.00 T Наличие на складе: Есть у поставщика Поставка под заказ. 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.
Автор: Ira J. Kalet, PhD Название: Principles of Biomedical Informatics, ISBN: 0123694388 ISBN-13(EAN): 9780123694386 Издательство: Elsevier Science Рейтинг: Цена: 71850.00 T Наличие на складе: Поставка под заказ. Описание: Gives a foundation for understanding the fundamentals of biomedical informatics, which deals with the storage, retrieval, and use of biomedical data for biological problem solving and medical decision making. This work covers the application of these principles to three biomedical domains of basic biology, clinical medicine, and public health.
Автор: Dawn E. Holmes; Lakhmi C. Jain Название: Advances in Biomedical Informatics ISBN: 3319675125 ISBN-13(EAN): 9783319675121 Издательство: Springer Рейтинг: Цена: 139750.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Advances in Biomedical Informatics: An Introduction.- Digital Health Research Methods and Tools.- Machine Learning for Structured Clinical Data.- Defining and Learning Interactive Causes.- Bayesian Network Modeling for Specific Health Checkups on Metabolic Syndrome.- Unsupervised Detection and Analysis of Changes in Everyday Physical Activity Data.- Machine Learning Applied to Optometry Data.- Intelligent Decision Support Systems in Automated Medical Diagnosis.- On the Automation of Medical Knowledge and Medical Decision Support Systems.- Vital Signs Telemonitoring by using Smart Body Area Networks, Mobile Devices and Advanced Signal Processing.- Preprocessing in High Dimensional Datasets.- Analysis of Questionnaire Survey on Psychic Characteristics in the Elderly Using Quantification Theory II.
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