Signal and Image Processing in Medical Applications
Title | Signal and Image Processing in Medical Applications PDF eBook |
Author | Amit Kumar |
Publisher | Springer |
Pages | 54 |
Release | 2016-04-01 |
Genre | Technology & Engineering |
ISBN | 9811006903 |
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
Title | Biosignal and Medical Image Processing PDF eBook |
Author | John L. Semmlow |
Publisher | CRC Press |
Pages | 630 |
Release | 2021-10-01 |
Genre | Medical |
ISBN | 1466567376 |
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
Biomedical Signal and Image Processing
Title | Biomedical Signal and Image Processing PDF eBook |
Author | Kayvan Najarian |
Publisher | CRC Press |
Pages | 412 |
Release | 2016-04-19 |
Genre | Computers |
ISBN | 1439870349 |
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 and Image Processing in Patient Care
Title | Biomedical Signal and Image Processing in Patient Care PDF eBook |
Author | Kolekar, Maheshkumar H. |
Publisher | IGI Global |
Pages | 333 |
Release | 2017-08-11 |
Genre | Technology & Engineering |
ISBN | 152252830X |
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.
Signal and Image Processing Techniques for the Development of Intelligent Healthcare Systems
Title | Signal and Image Processing Techniques for the Development of Intelligent Healthcare Systems PDF eBook |
Author | E. Priya |
Publisher | Springer Nature |
Pages | 290 |
Release | 2020-09-21 |
Genre | Medical |
ISBN | 9811561419 |
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.
Digital Image Processing for Medical Applications
Title | Digital Image Processing for Medical Applications PDF eBook |
Author | Geoff Dougherty |
Publisher | Cambridge University Press |
Pages | 463 |
Release | 2009 |
Genre | Computers |
ISBN | 0521860857 |
Hands-on text for a first course aimed at end-users, focusing on concepts, practical issues and problem solving.
Biomedical Signal Processing for Healthcare Applications
Title | Biomedical Signal Processing for Healthcare Applications PDF eBook |
Author | Varun Bajaj |
Publisher | CRC Press |
Pages | 336 |
Release | 2021-07-21 |
Genre | Technology & Engineering |
ISBN | 1000413306 |
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.