Advanced methods in biomedical signal processing and analysis,
Автор: Amy Neustein, Hemant A. Patil Название: Acoustic Analysis of Pathologies: From Infancy to Young Adulthood ISBN: 150151962X ISBN-13(EAN): 9781501519628 Издательство: Walter de Gruyter Цена: 16727.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
This series demonstrates how the latest advances in speech technology and text mining positively affect patient health care and public health writ large.
Topics include: text mining of electronic health records; speech-enabled service robots in operating rooms and assistive robots in care facilities; signal and acoustic modeling of speech disorders resulting from Parkinson’s disease, Autism Spectrum Disorder, cleft palate, intellectual disabilities, and neuro-motor impairments; clinical assessment of speech technology and natural language processing software for handling autism and aphasia; empirical studies of speech technologies for voice reconstruction and enhancement; computational bioacoustics for biodiversity assessment, pest population control, and monitoring the spread of disease transmitting insects.
Описание: This book is devoted to the application of advanced signal processing on event-related potentials (ERPs) in the context of electroencephalography (EEG) for the cognitive neuroscience.
Автор: Donald B. Percival, Andrew T. Walden Название: Spectral Analysis for Univariate Time Series ISBN: 1107028140 ISBN-13(EAN): 9781107028142 Издательство: Cambridge Academ Рейтинг: Цена: 14573.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Spectral analysis is an important technique for interpreting time series data. This book uses the R language and real world examples to show data analysts interested in time series in the environmental, engineering and physical sciences how to bridge the gap between the statistical theory behind spectral analysis and its application to actual data.
Автор: Yang, Hong-chuan (university Of Victoria, British Columbia) Alouini, Mohamed-slim (king Abdullah University Of Science And Technology, Saudi Arabia) Название: Advanced wireless transmission technologies ISBN: 1108420192 ISBN-13(EAN): 9781108420198 Издательство: Cambridge Academ Рейтинг: Цена: 23285.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Understand key transmission technologies for future wireless communications and radar systems, with special emphasis on fundamental design principles, essential design options and trade-off analysis using mathematical tools. Essential reading for graduate students, professionals and researchers in the field of wireless communications.
Автор: Zgallai, Walid A. Название: Biomedical Signal Processing With Artificial Intelligence ISBN: 0128189460 ISBN-13(EAN): 9780128189467 Издательство: Elsevier Science Рейтинг: Цена: 19875.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
Biomedical Signal Processing and Artificial Intelligence in Healthcareis a new volume in the Developments in Biomedical Engineering and Bioelectronics series. This volume covers the basics of biomedical signal processing and artificial intelligence. It explains the role of machine learning in relation to processing biomedical signals and the applications in medicine and healthcare. The book provides background to statistical analysis in biomedical systems. Several types of biomedical signals are introduced and analyzed, including ECG and EEG signals. The role of Deep Learning, Neural Networks, and the implications of the expansion of artificial intelligence is covered. Biomedical Images are also introduced and processed, including segmentation, classification, and detection. This book covers different aspects of signals, from the use of hardware and software, and making use of artificial intelligence in problem solving.
Dr Zgallai's book has up to date coverage where readers can find the latest information, easily explained, with clear examples and illustrations. The book includes examples on the application of signal and image processing employing artificial intelligence to Alzheimer, Parkinson, ADHD, autism, and sleep disorders, as well as ECG and EEG signals. Developments in Biomedical Engineering and Bioelectronics is a 10-volume series which covers recent developments, trends and advances in this field. Edited by leading academics in the field, and taking a multidisciplinary approach, this series is a forum for cutting-edge, contemporary review articles and contributions from key 'up-and-coming' academics across the full subject area. The series serves a wide audience of university faculty, researchers and students, as well as industry practitioners.
Автор: Couillet, Romain Liao, Zhenyu Название: Random matrix methods for machine learning ISBN: 1009123238 ISBN-13(EAN): 9781009123235 Издательство: Cambridge Academ Рейтинг: Цена: 10294.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: For graduate students, practitioners, and sophisticated users, this book offers a tutorial approach to the foundations of random matrix theory for machine learning and systematic analyses of advanced applications ranging from power detection to deep neural networks. MATLAB and Python code is provided for all concepts and applications.
Автор: Paul H.C. Eilers, Brian D. Marx Название: Practical Smoothing: The Joys of P-splines ISBN: 1108482953 ISBN-13(EAN): 9781108482950 Издательство: Cambridge Academ Рейтинг: Цена: 8554.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: P-splines are widely used in statistics and machine learning for smoothing out noise in data and to avoid overtraining. This practical guide covers theory and a range of standard and non-standard applications with code in R for professionals and researchers looking for a simple, flexible and powerful smoothing tool.
Автор: Dey Nilanjan, Ashour Amira Название: Classification and Clustering in Biomedical Signal Processing ISBN: 1522501401 ISBN-13(EAN): 9781522501404 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 32848.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Advanced techniques in image processing have led to many innovations supporting the medical field, especially in the area of disease diagnosis. Biomedical imaging is an essential part of early disease detection and often considered a first step in the proper management of medical pathological conditions.Classification and Clustering in Biomedical Signal Processing focuses on existing and proposed methods for medical imaging, signal processing, and analysis for the purposes of diagnosing and monitoring patient conditions. Featuring the most recent empirical research findings in the areas of signal processing for biomedical applications with an emphasis on classification and clustering techniques, this essential publication is designed for use by medical professionals, IT developers, and advanced-level graduate students.
Автор: do Vale Madeiro, Joao Paulo Название: Developments and Applications for ECG Signal Processing ISBN: 0128140356 ISBN-13(EAN): 9780128140352 Издательство: Elsevier Science Рейтинг: Цена: 17517.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
Developments and Applications for ECG Signal Processing: Modeling, Segmentation, and Pattern Recognition covers reliable techniques for ECG signal processing and their potential to significantly increase the applicability of ECG use in diagnosis. This book details a wide range of challenges in the processes of acquisition, preprocessing, segmentation, mathematical modelling and pattern recognition in ECG signals, presenting practical and robust solutions based on digital signal processing techniques. Users will find this to be a comprehensive resource that contributes to research on the automatic analysis of ECG signals and extends resources relating to rapid and accurate diagnoses, particularly for long-term signals.
Chapters cover classical and modern features surrounding f ECG signals, ECG signal acquisition systems, techniques for noise suppression for ECG signal processing, a delineation of the QRS complex, mathematical modelling of T- and P-waves, and the automatic classification of heartbeats.
Gives comprehensive coverage of ECG signal processing
Presents development and parametrization techniques for ECG signal acquisition systems
Analyzes and compares distortions caused by different digital filtering techniques for noise suppression applied over the ECG signal
Describes how to identify if a digitized ECG signal presents irreversible distortion through analysis of its frequency components prior to, and after, filtering
Considers how to enhance QRS complexes and differentiate these from artefacts, noise, and other characteristic waves under different scenarios
Автор: Kolekar Maheshkumar H., Kumar Vinod Название: Biomedical Signal and Image Processing in Patient Care ISBN: 1522528296 ISBN-13(EAN): 9781522528296 Издательство: Turpin Рейтинг: Цена: 36554.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: In healthcare systems, medical devices help physicians and specialists in diagnosis, prognosis, and therapeutics. As research shows, validation of medical devices is significantly optimized by accurate signal processing. Biomedical Signal and Image Processing in Patient Care is a pivotal reference source for progressive research on the latest development of applications and tools for healthcare systems. Featuring extensive coverage on a broad range of topics and perspectives such as telemedicine, human machine interfaces, and multimodal data fusion, this publication is ideally designed for academicians, researchers, students, and practitioners seeking current scholarly research on real-life technological inventions.
Описание: Presents a wide swath of biomedical image reconstruction algorithms under a single framework. The book offers a brief survey of six decades of research. The underpinning theory of the techniques are described and practical considerations for designing reconstruction algorithms for use in biomedical systems form the central theme of each chapter.
Автор: Obeid Iyad, Selesnick Ivan, Picone Joseph Название: Biomedical Signal Processing: Innovation and Applications ISBN: 3030674967 ISBN-13(EAN): 9783030674960 Издательство: Springer Рейтинг: Цена: 16769.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Biomedical Signal Processing: Innovation and Applications presents tutorials and examples of successful applications, and will appeal to a wide range of professionals, researchers, and students interested in applications of signal processing, medicine, and biology.
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