Signal And Image Processing In Medical Applications PDF Download
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| Author | : Amit Kumar |
| Publisher | : Springer |
| Total Pages | : 54 |
| Release | : 2016-04-01 |
| Genre | : Technology & Engineering |
| ISBN | : 9811006903 |
Download Signal and Image Processing in Medical Applications Book in PDF, ePub and Kindle
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.
| Author | : Kayvan Najarian |
| Publisher | : CRC Press |
| Total Pages | : 411 |
| Release | : 2016-04-19 |
| Genre | : Medical |
| ISBN | : 1439870349 |
Download Biomedical Signal and Image Processing Book in PDF, ePub and Kindle
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.
| Author | : John L. Semmlow |
| Publisher | : CRC Press |
| Total Pages | : 630 |
| Release | : 2021-10-01 |
| Genre | : Medical |
| ISBN | : 1466567376 |
Download Biosignal and Medical Image Processing Book in PDF, ePub and Kindle
Written specifically for biomedical engineers, Biosignal and Medical Image Processing, Third Edition provides a complete set of signal and image processing tools, including diagnostic decision-making tools, and classification methods. Thoroughly revised and updated, it supplies important new material on nonlinear methods for describing and classify
| Author | : E. Priya |
| Publisher | : Springer Nature |
| Total Pages | : 290 |
| Release | : 2020-09-21 |
| Genre | : Medical |
| ISBN | : 9811561419 |
Download Signal and Image Processing Techniques for the Development of Intelligent Healthcare Systems Book in PDF, ePub and Kindle
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.
| Author | : Kolekar, Maheshkumar H. |
| Publisher | : IGI Global |
| Total Pages | : 333 |
| Release | : 2017-08-11 |
| Genre | : Technology & Engineering |
| ISBN | : 152252830X |
Download Biomedical Signal and Image Processing in Patient Care Book in PDF, ePub and Kindle
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.
| Author | : Geoff Dougherty |
| Publisher | : Cambridge University Press |
| Total Pages | : 463 |
| Release | : 2009 |
| Genre | : Computers |
| ISBN | : 0521860857 |
Download Digital Image Processing for Medical Applications Book in PDF, ePub and Kindle
Hands-on text for a first course aimed at end-users, focusing on concepts, practical issues and problem solving.
| Author | : Kayvan Najarian |
| Publisher | : CRC Press |
| Total Pages | : 466 |
| Release | : 2005-12-21 |
| Genre | : Medical |
| ISBN | : 9780849320996 |
Download Biomedical Signal and Image Processing Book in PDF, ePub and Kindle
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 processing the data obtained from each. This book offers self-contained coverage of the mathematics and biology/physiology necessary to build effective algorithms and programs for biomedical signal and image processing applications. The first part of the book details the main signal and image processing, pattern recognition, and feature extraction techniques along with computational methods from other fields such as information theory and stochastic processes. Building on this foundation, the second part explores the major one-dimensional biological signals, the biological origin and importance of each signal, and the commonly used processing techniques with an emphasis on physiology and diagnostic applications, while the third section does the same for imaging modalities. Throughout the book, the authors rely on practical examples using real data from biomedical systems. They supply several programming examples in MATLAB® to provide hands-on experience and insight Integrating all major modalities and computational techniques in a single source, Biomedical Signal and Image Processing is a perfect introduction to the field as well as an ideal reference for the established professional.
| Author | : Anke Meyer-Baese |
| Publisher | : Elsevier |
| Total Pages | : 467 |
| Release | : 2014-03-21 |
| Genre | : Technology & Engineering |
| ISBN | : 0124166156 |
Download Pattern Recognition and Signal Analysis in Medical Imaging Book in PDF, ePub and Kindle
Medical imaging is one of the heaviest funded biomedical engineering research areas. The second edition of Pattern Recognition and Signal Analysis in Medical Imaging brings sharp focus to the development of integrated systems for use in the clinical sector, enabling both imaging and the automatic assessment of the resultant data. Since the first edition, there has been tremendous development of new, powerful technologies for detecting, storing, transmitting, analyzing, and displaying medical images. Computer-aided analytical techniques, coupled with a continuing need to derive more information from medical images, has led to a growing application of digital processing techniques in cancer detection as well as elsewhere in medicine. This book is an essential tool for students and professionals, compiling and explaining proven and cutting-edge methods in pattern recognition for medical imaging. New edition has been expanded to cover signal analysis, which was only superficially covered in the first edition New chapters cover Cluster Validity Techniques, Computer-Aided Diagnosis Systems in Breast MRI, Spatio-Temporal Models in Functional, Contrast-Enhanced and Perfusion Cardiovascular MRI Gives readers an unparalleled insight into the latest pattern recognition and signal analysis technologies, modeling, and applications
| Author | : E.S. Gopi |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 116 |
| Release | : 2012-09-14 |
| Genre | : Technology & Engineering |
| ISBN | : 1461431395 |
Download Digital Signal Processing for Medical Imaging Using Matlab Book in PDF, ePub and Kindle
This book describes medical imaging systems, such as X-ray, Computed tomography, MRI, etc. from the point of view of digital signal processing. Readers will see techniques applied to medical imaging such as Radon transformation, image reconstruction, image rendering, image enhancement and restoration, and more. This book also outlines the physics behind medical imaging required to understand the techniques being described. The presentation is designed to be accessible to beginners who are doing research in DSP for medical imaging. Matlab programs and illustrations are used wherever possible to reinforce the concepts being discussed.
| Author | : Varun Bajaj |
| Publisher | : CRC Press |
| Total Pages | : 336 |
| Release | : 2021-07-21 |
| Genre | : Technology & Engineering |
| ISBN | : 1000413306 |
Download Biomedical Signal Processing for Healthcare Applications Book in PDF, ePub and Kindle
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.
