Biomedical Signal And Image Processing In Patient Care

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Biomedical Signal and Image Processing in Patient Care

Kolekar, Maheshkumar H.,Kumar, Vinod
Biomedical Signal and Image Processing in Patient Care Book PDF

Author : Kolekar, Maheshkumar H.,Kumar, Vinod
Publisher : IGI Global
Page : 312 pages
File Size : 44,9 Mb
Release : 2017-08-11
Category : Technology & Engineering
ISBN : 9781522528302

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Biomedical Signal and Image Processing in Patient Care by Kolekar, Maheshkumar H.,Kumar, Vinod Pdf

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.

Biomedical Signal and Image Processing

Kayvan Najarian,Robert Splinter
Biomedical Signal and Image Processing Book PDF

Author : Kayvan Najarian,Robert Splinter
Publisher : CRC Press
Page : 411 pages
File Size : 49,5 Mb
Release : 2016-04-19
Category : Medical
ISBN : 9781439870341

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Biomedical Signal and Image Processing by Kayvan Najarian,Robert Splinter Pdf

Written for senior-level and first year graduate students in biomedical signal and image processing, this book describes fundamental signal and image processing techniques that are used to process biomedical information. The book also discusses application of these techniques in the processing of some of the main biomedical signals and images, such as EEG, ECG, MRI, and CT. New features of this edition include the technical updating of each chapter along with the addition of many more examples, the majority of which are MATLAB based.

Biomedical Signal Processing for Healthcare Applications

Varun Bajaj,G. R. Sinha,Chinmay Chakraborty
Biomedical Signal Processing for Healthcare Applications Book PDF

Author : Varun Bajaj,G. R. Sinha,Chinmay Chakraborty
Publisher : CRC Press
Page : 336 pages
File Size : 49,7 Mb
Release : 2021-07-21
Category : Technology & Engineering
ISBN : 9781000413304

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Biomedical Signal Processing for Healthcare Applications by Varun Bajaj,G. R. Sinha,Chinmay Chakraborty Pdf

This book examines the use of biomedical signal processing—EEG, EMG, and ECG—in analyzing and diagnosing various medical conditions, particularly diseases related to the heart and brain. In combination with machine learning tools and other optimization methods, the analysis of biomedical signals greatly benefits the healthcare sector by improving patient outcomes through early, reliable detection. The discussion of these modalities promotes better understanding, analysis, and application of biomedical signal processing for specific diseases. The major highlights of Biomedical Signal Processing for Healthcare Applications include biomedical signals, acquisition of signals, pre-processing and analysis, post-processing and classification of the signals, and application of analysis and classification for the diagnosis of brain- and heart-related diseases. Emphasis is given to brain and heart signals because incomplete interpretations are made by physicians of these aspects in several situations, and these partial interpretations lead to major complications. FEATURES Examines modeling and acquisition of biomedical signals of different disorders Discusses CAD-based analysis of diagnosis useful for healthcare Includes all important modalities of biomedical signals, such as EEG, EMG, MEG, ECG, and PCG Includes case studies and research directions, including novel approaches used in advanced healthcare systems This book can be used by a wide range of users, including students, research scholars, faculty, and practitioners in the field of biomedical engineering and medical image analysis and diagnosis.

Biomedical Signal and Image Processing

Kayvan Najarian,Robert Splinter
Biomedical Signal and Image Processing Book PDF

Author : Kayvan Najarian,Robert Splinter
Publisher : CRC Press
Page : 458 pages
File Size : 53,5 Mb
Release : 2005-12-21
Category : Medical
ISBN : 9781420058079

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Biomedical Signal and Image Processing by Kayvan Najarian,Robert Splinter Pdf

All of the biomedical measurement technologies, which are now instrumental to the medical field, are essentially useless without proper signal and image processing. Biomedical Signal and Image Processing is unique in providing a comprehensive survey of all the conventional and advanced imaging modalities and the main computational methods used for

Signal and Image Processing in Medical Applications

Amit Kumar,Fahimuddin Shaik,B Abdul Rahim,D.Sravan Kumar
Signal and Image Processing in Medical Applications Book PDF

Author : Amit Kumar,Fahimuddin Shaik,B Abdul Rahim,D.Sravan Kumar
Publisher : Springer
Page : 47 pages
File Size : 43,8 Mb
Release : 2016-04-01
Category : Technology & Engineering
ISBN : 9789811006906

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Signal and Image Processing in Medical Applications by Amit Kumar,Fahimuddin Shaik,B Abdul Rahim,D.Sravan Kumar Pdf

This book highlights recent findings on and analyses conducted on signals and images in the area of medicine. The experimental investigations involve a variety of signals and images and their methodologies range from very basic to sophisticated methods. The book explains how signal and image processing methods can be used to detect and forecast abnormalities in an easy-to-follow manner, offering a valuable resource for researchers, engineers, physicians and bioinformatics researchers alike.

Biosignal and Medical Image Processing

John L. Semmlow
Biosignal and Medical Image Processing Book PDF

Author : John L. Semmlow
Publisher : CRC Press
Page : 470 pages
File Size : 40,6 Mb
Release : 2011-03-23
Category : Medical
ISBN : 9781439878064

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Biosignal and Medical Image Processing by John L. Semmlow Pdf

Relying heavily on MATLAB® problems and examples, as well as simulated data, this text/reference surveys a vast array of signal and image processing tools for biomedical applications, providing a working knowledge of the technologies addressed while showcasing valuable implementation procedures, common pitfalls, and essential application concepts. The first and only textbook to supply a hands-on tutorial in biomedical signal and image processing, it offers a unique and proven approach to signal processing instruction, unlike any other competing source on the topic. The text is accompanied by a CD with support data files and software including all MATLAB examples and figures found in the text.

Signal and Image Processing Techniques for the Development of Intelligent Healthcare Systems

E. Priya,V. Rajinikanth
Signal and Image Processing Techniques for the Development of Intelligent Healthcare Systems Book PDF

Author : E. Priya,V. Rajinikanth
Publisher : Springer Nature
Page : 290 pages
File Size : 40,7 Mb
Release : 2020-09-21
Category : Medical
ISBN : 9789811561412

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Signal and Image Processing Techniques for the Development of Intelligent Healthcare Systems by E. Priya,V. Rajinikanth Pdf

This book comprehensively reviews the various automated and semi-automated signal and image processing techniques, as well as deep-learning-based image analysis techniques, used in healthcare diagnostics. It highlights a range of data pre-processing methods used in signal processing for effective data mining in remote healthcare, and discusses pre-processing using filter techniques, noise removal, and contrast-enhanced methods for improving image quality. The book discusses the status quo of artificial intelligence in medical applications, as well as its future. Further, it offers a glimpse of feature extraction methods for reducing dimensionality and extracting discriminatory information hidden in biomedical signals. Given its scope, the book is intended for academics, researchers and practitioners interested in the latest real-world technological innovations.

Biomedical Signal and Image Processing

Anonim
Biomedical Signal and Image Processing Book PDF

Author : Anonim
Publisher : BoD – Books on Demand
Page : 124 pages
File Size : 42,9 Mb
Release : 2021-04-14
Category : Medical
ISBN : 9781839684449

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Biomedical Signal and Image Processing by Anonim Pdf

This book examines the principles and applications of biomedical imaging and signals processing as well as the advances of multimodal imaging and multi-feature quantification for disease diagnosis and treatments in ophthalmology, stroke, chemotherapy, and neurology. Chapters cover such topics as image segmentation and registration, feature selection for classification, micro-texture characterization, simulation of tissue deformation, and high-level statistical analyses. The chapters also discuss different imaging modalities including MRI and EEG, confocal microscopy, and molecular imaging for improving the accuracy of disease detection via higher spatiotemporal resolution and better illustration. Overall, the book provides a comprehensive review of biomedical imaging and signal processing, informing readers with current and insightful knowledge in these fields.

Biomedical Signal Processing and Artificial Intelligence in Healthcare

Walid A. Zgallai
Biomedical Signal Processing and Artificial Intelligence in Healthcare Book PDF

Author : Walid A. Zgallai
Publisher : Academic Press
Page : 270 pages
File Size : 47,8 Mb
Release : 2020-07-29
Category : Technology & Engineering
ISBN : 9780128189474

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Biomedical Signal Processing and Artificial Intelligence in Healthcare by Walid A. Zgallai Pdf

Biomedical Signal Processing and Artificial Intelligence in Healthcare is 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. Coverage of the subject area and the latest advances and applications in biomedical signal processing and Artificial Intelligence Contributions by recognized researchers and field leaders On-line presentations, tutorials, application and algorithm examples

Classification and Clustering in Biomedical Signal Processing

Dey, Nilanjan
Classification and Clustering in Biomedical Signal Processing Book PDF

Author : Dey, Nilanjan
Publisher : IGI Global
Page : 463 pages
File Size : 45,8 Mb
Release : 2016-04-07
Category : Technology & Engineering
ISBN : 9781522501411

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Classification and Clustering in Biomedical Signal Processing by Dey, Nilanjan Pdf

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.

Biomedical Signal and Image Processing, Second Edition

Kayvan Najarian,Robert Splinter
Biomedical Signal and Image Processing Second Edition Book PDF

Author : Kayvan Najarian,Robert Splinter
Publisher : CRC Press
Page : 415 pages
File Size : 48,5 Mb
Release : 2012-05-04
Category : Medical
ISBN : 9781439870334

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Biomedical Signal and Image Processing, Second Edition by Kayvan Najarian,Robert Splinter Pdf

First published in 2005, Biomedical Signal and Image Processing received wide and welcome reception from universities and industry research institutions alike, offering detailed, yet accessible information at the reference, upper undergraduate, and first year graduate level. Retaining all of the quality and precision of the first edition, Biomedical Signal and Image Processing, Second Edition offers a number of revisions and improvements to provide the most up-to-date reference available on the fundamental signal and image processing techniques that are used to process biomedical information. Addressing the application of standard and novel processing techniques to some of today’s principle biomedical signals and images over three sections, the book begins with an introduction to digital signal and image processing, including Fourier transform, image filtering, edge detection, and wavelet transform. The second section investigates specifically biomedical signals, such as ECG, EEG, and EMG, while the third focuses on imaging using CT, X-Ray, MRI, ultrasound, positron, and other biomedical imaging techniques. Updated and expanded, Biomedical Signal and Image Processing, Second Edition offers numerous additional, predominantly MATLAB, examples to all chapters to illustrate the concepts described in the text and ensure a complete understanding of the material. The author takes great care to clarify ambiguities in some mathematical equations and to further explain and justify the more complex signal and image processing concepts to offer a complete and understandable approach to complicated concepts.

Non-Invasive Health Systems based on Advanced Biomedical Signal and Image Processing

Adel Al-Jumaily,Paolo Crippa,Ali Mansour,Claudio Turchetti
Non Invasive Health Systems based on Advanced Biomedical Signal and Image Processing Book PDF

Author : Adel Al-Jumaily,Paolo Crippa,Ali Mansour,Claudio Turchetti
Publisher : CRC Press
Page : 475 pages
File Size : 53,8 Mb
Release : 2024-02-29
Category : Technology & Engineering
ISBN : 9781003838104

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Non-Invasive Health Systems based on Advanced Biomedical Signal and Image Processing by Adel Al-Jumaily,Paolo Crippa,Ali Mansour,Claudio Turchetti Pdf

This book contains up-to-date noninvasive monitoring and diagnosing systems closely developed by a set of scientists, engineers, and physicians. The chapters are the results of different biomedical projects and theoretical studies that were coupled by simulations and real-world data. Non-Invasive Health Systems based on Advanced Biomedical Signal and Image Processing provides a multifaceted view of various biomedical and clinical approaches to health monitoring systems. The authors introduce advanced signal- and image-processing techniques as well as other noninvasive monitoring and diagnostic systems such as inertial sensors in wearable devices and novel algorithm-based hybrid learning systems for biosignal processing. The book includes a discussion of designing electronic circuits and systems for biomedical applications and analyzes several issues related to real-world data and how they relate to health technology including ECG signal monitoring and processing in the operating room. The authors also include detailed discussions of different systems for monitoring various conditions and diseases including sleep apnea, skin cancer, deep vein thrombosis, and prosthesis controls. This book is intended for a wide range of readers including scientists, researchers, physicians, and electronics and biomedical engineers. It will cover the gap between theory and real life applications.

Biomedical Image Processing

Thomas Martin Deserno
Biomedical Image Processing Book PDF

Author : Thomas Martin Deserno
Publisher : Springer Science & Business Media
Page : 595 pages
File Size : 51,8 Mb
Release : 2011-03-01
Category : Science
ISBN : 9783642158162

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Biomedical Image Processing by Thomas Martin Deserno Pdf

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.

Biomedical Signal Processing

Iyad Obeid,Ivan Selesnick,Joseph Picone
Biomedical Signal Processing Book PDF

Author : Iyad Obeid,Ivan Selesnick,Joseph Picone
Publisher : Springer Nature
Page : 261 pages
File Size : 51,7 Mb
Release : 2021-04-12
Category : Technology & Engineering
ISBN : 9783030674946

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Biomedical Signal Processing by Iyad Obeid,Ivan Selesnick,Joseph Picone Pdf

This book provides an interdisciplinary look at emerging trends in signal processing and biomedicine found at the intersection of healthcare, engineering, and computer science. It examines the vital role signal processing plays in enabling a new generation of technology based on big data, and looks at applications ranging from medical electronics to data mining of electronic medical records. Topics covered include analysis of medical images, machine learning, biomedical nanosensors, wireless technologies, and instrumentation and electrical stimulation. 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.

Biomedical Signal Analysis

Rangaraj M. Rangayyan
Biomedical Signal Analysis Book PDF

Author : Rangaraj M. Rangayyan
Publisher : John Wiley & Sons
Page : 720 pages
File Size : 50,5 Mb
Release : 2015-04-24
Category : Science
ISBN : 9781119067931

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Biomedical Signal Analysis by Rangaraj M. Rangayyan Pdf

The book will help assist a reader in the development of techniques for analysis of biomedical signals and computer aided diagnoses with a pedagogical examination of basic and advanced topics accompanied by over 350 figures and illustrations. Wide range of filtering techniques presented to address various applications 800 mathematical expressions and equations Practical questions, problems and laboratory exercises Includes fractals and chaos theory with biomedical applications