Signal And Image Analysis For Biomedical And Life Sciences

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Signal and Image Analysis for Biomedical and Life Sciences

Changming Sun,Tomasz Bednarz,Tuan D. Pham,Pascal Vallotton,Dadong Wang
Signal and Image Analysis for Biomedical and Life Sciences Book PDF

Author : Changming Sun,Tomasz Bednarz,Tuan D. Pham,Pascal Vallotton,Dadong Wang
Publisher : Springer
Page : 276 pages
File Size : 47,6 Mb
Release : 2014-11-07
Category : Computers
ISBN : 9783319109848

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Signal and Image Analysis for Biomedical and Life Sciences by Changming Sun,Tomasz Bednarz,Tuan D. Pham,Pascal Vallotton,Dadong Wang Pdf

With an emphasis on applications of computational models for solving modern challenging problems in biomedical and life sciences, this book aims to bring collections of articles from biologists, medical/biomedical and health science researchers together with computational scientists to focus on problems at the frontier of biomedical and life sciences. The goals of this book are to build interactions of scientists across several disciplines and to help industrial users apply advanced computational techniques for solving practical biomedical and life science problems. This book is for users in the fields of biomedical and life sciences who wish to keep abreast with the latest techniques in signal and image analysis. The book presents a detailed description to each of the applications. It can be used by those both at graduate and specialist levels.

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 : 53,8 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 : 55,8 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 and Image Processing

Anonim
Biomedical Signal and Image Processing Book PDF

Author : Anonim
Publisher : BoD – Books on Demand
Page : 124 pages
File Size : 44,8 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 Analysis

Fabian J. Theis,Anke Meyer-Bäse
Biomedical Signal Analysis Book PDF

Author : Fabian J. Theis,Anke Meyer-Bäse
Publisher : MIT Press
Page : 438 pages
File Size : 53,5 Mb
Release : 2010
Category : Computers
ISBN : 9780262013284

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Biomedical Signal Analysis by Fabian J. Theis,Anke Meyer-Bäse Pdf

A comprehensive introduction to innovative methods in the field of biomedical signal analysis, covering both theory and practice. Biomedical signal analysis has become one of the most important visualization and interpretation methods in biology and medicine. Many new and powerful instruments for detecting, storing, transmitting, analyzing, and displaying images have been developed in recent years, allowing scientists and physicians to obtain quantitative measurements to support scientific hypotheses and medical diagnoses. This book offers an overview of a range of proven and new methods, discussing both theoretical and practical aspects of biomedical signal analysis and interpretation.After an introduction to the topic and a survey of several processing and imaging techniques, the book describes a broad range of methods, including continuous and discrete Fourier transforms, independent component analysis (ICA), dependent component analysis, neural networks, and fuzzy logic methods. The book then discusses applications of these theoretical tools to practical problems in everyday biosignal processing, considering such subjects as exploratory data analysis and low-frequency connectivity analysis in fMRI, MRI signal processing including lesion detection in breast MRI, dynamic cerebral contrast-enhanced perfusion MRI, skin lesion classification, and microscopic slice image processing and automatic labeling. Biomedical Signal Analysis can be used as a text or professional reference. Part I, on methods, forms a self-contained text, with exercises and other learning aids, for upper-level undergraduate or graduate-level students. Researchers or graduate students in systems biology, genomic signal processing, and computer-assisted radiology will find both parts I and II (on applications) a valuable handbook.

Pattern Recognition and Signal Analysis in Medical Imaging

Anke Meyer-Baese,Volker J. Schmid
Pattern Recognition and Signal Analysis in Medical Imaging Book PDF

Author : Anke Meyer-Baese,Volker J. Schmid
Publisher : Elsevier
Page : 466 pages
File Size : 53,6 Mb
Release : 2014-03-21
Category : Technology & Engineering
ISBN : 9780124166158

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Pattern Recognition and Signal Analysis in Medical Imaging by Anke Meyer-Baese,Volker J. Schmid Pdf

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

Advances in Data and Information Sciences

Mohan L. Kolhe,Munesh C. Trivedi,Shailesh Tiwari,Vikash Kumar Singh
Advances in Data and Information Sciences Book PDF

Author : Mohan L. Kolhe,Munesh C. Trivedi,Shailesh Tiwari,Vikash Kumar Singh
Publisher : Springer
Page : 297 pages
File Size : 43,9 Mb
Release : 2018-04-09
Category : Technology & Engineering
ISBN : 9789811083600

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Advances in Data and Information Sciences by Mohan L. Kolhe,Munesh C. Trivedi,Shailesh Tiwari,Vikash Kumar Singh Pdf

The book gathers a collection of high-quality peer-reviewed research papers presented at the International Conference on Data and Information Systems (ICDIS 2017), held at Indira Gandhi National Tribal University, India from November 3 to 4, 2017. The book covers all aspects of computational sciences and information security. In chapters written by leading researchers, developers and practitioner from academia and industry, it highlights the latest developments and technical solutions, helping readers from the computer industry capitalize on key advances in next-generation computer and communication technology.

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 : 46,5 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.

Biosignal and Medical Image Processing

John L. Semmlow,Benjamin Griffel
Biosignal and Medical Image Processing Book PDF

Author : John L. Semmlow,Benjamin Griffel
Publisher : CRC Press
Page : 630 pages
File Size : 53,6 Mb
Release : 2021-10-01
Category : Medical
ISBN : 9781466567375

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Biosignal and Medical Image Processing by John L. Semmlow,Benjamin Griffel Pdf

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

Computer Vision and Graphics

Leszek J. Chmielewski,Ryszard Kozera,Arkadiusz Orłowski,Konrad Wojciechowski,Alfred M. Bruckstein,Nicolai Petkov
Computer Vision and Graphics Book PDF

Author : Leszek J. Chmielewski,Ryszard Kozera,Arkadiusz Orłowski,Konrad Wojciechowski,Alfred M. Bruckstein,Nicolai Petkov
Publisher : Springer
Page : 536 pages
File Size : 52,5 Mb
Release : 2018-09-13
Category : Computers
ISBN : 9783030006921

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Computer Vision and Graphics by Leszek J. Chmielewski,Ryszard Kozera,Arkadiusz Orłowski,Konrad Wojciechowski,Alfred M. Bruckstein,Nicolai Petkov Pdf

This book constitutes the refereed proceedings of the International Conference on Computer Vision and Graphics, ICCVG 2018, held in Warsaw, Poland, in September 2018. The 45 full papers were selected from 117 submissions. The contributions are thematically arranged as follows: computer graphics, image quality and graphic, user interfaces, object classification and features, 3D and stereo image processing, low-level and middle-level image processing, medical image analysis, motion analysis and tracking, security and protection, pattern recognition and new concepts in classification.

Biomedical Signal and Image Examination with Entropy-Based Techniques

V. Rajinikanth,K. Kamalanand,C. Emmanuel,B. Thayumanavan
Biomedical Signal and Image Examination with Entropy Based Techniques Book PDF

Author : V. Rajinikanth,K. Kamalanand,C. Emmanuel,B. Thayumanavan
Publisher : CRC Press
Page : 135 pages
File Size : 44,7 Mb
Release : 2020-12-21
Category : Science
ISBN : 9781000327250

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Biomedical Signal and Image Examination with Entropy-Based Techniques by V. Rajinikanth,K. Kamalanand,C. Emmanuel,B. Thayumanavan Pdf

The aim of this book is to outline the concept of entropy, various types of entropies and their implementation to evaluate a variety of biomedical signals/images. The book emphasizes various entropy-based image pre-processing methods which are essential for the development of suitable computerized examination systems. The recent research works on biomedical signal evaluation confirms that signal analysis provides vital information regarding the physiological condition of the patient, and the efficient evaluation of these signals can help to diagnose the nature and the severity of the disease. This book emphasizes various entropy-based image pre-processing methods which are essential for the development of suitable computerized examination systems for the analysis of biomedical images recorded with a variety of modalities. The work discusses the image pro-processing methods with the Entropies, such as Kapur, Tsallis, Shannon and Fuzzy on a class of RGB-scaled and gray-scaled medical pictures. The performance of the proposed technique is justified with the help of suitable case studies, which involves x-ray image analysis, MRI analysis and CT analysis. This book is intended for medical signal/image analysts, undergraduate and postgraduate students, researchers, and medical scientists interested in biomedical data evaluation.

Diagnostic Biomedical Signal and Image Processing Applications With Deep Learning Methods

Kemal Polat,Saban Öztürk
Diagnostic Biomedical Signal and Image Processing Applications With Deep Learning Methods Book PDF

Author : Kemal Polat,Saban Öztürk
Publisher : Elsevier
Page : 302 pages
File Size : 55,7 Mb
Release : 2023-05-15
Category : Computers
ISBN : 9780323961295

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Diagnostic Biomedical Signal and Image Processing Applications With Deep Learning Methods by Kemal Polat,Saban Öztürk Pdf

Analysis of medical signals and images plays an important role in the early diagnosis and treatment of diseases. Thanks to the development of technology, widespread use of medical imaging devices has become beneficial to human health. However, despite advances in technology, the number of patients and the workload of healthcare professionals is ever increasing. Deep learning methods and approaches have the potential to help relieve the workload of doctors and facilitate early diagnosis. This can help to improve the healthcare system and people's quality of life. Diagnostic Biomedical Signal and Image Processing Applications presents comprehensive research focusing on both medical imaging and medical signals analysis. It discusses classification, segmentation, detection, tracking, and retrieval applications of non-invasive methods such as EEG, ECG, EMG, MRI, fMRI, CT, and X-RAY, among others. These image and signal modalities include real challenges, which are the main themes that medical imaging and medical signal processing researchers focus on today. The proposed book also emphasizes removing noise and specifying dataset key properties, with each chapter containing details of one of the medical imaging or medical signal modalities. Focusing on solving real medical problems using new deep learning and CNN approaches, this book will appeal to research scholars, graduate students, faculty members, R&D engineers, and biomedical engineers. Investigates novel concepts of deep learning for acquisition of non-invasive biomedical image and signal modalities for different disorders Explores implementation of novel deep learning and CNN methodologies and their impact studies tested on different medical case studies Presents end-to-end CNN architectures for automatic detection of situations where early diagnosis is important Includes novel methodologies, datasets, design and simulation examples

Microscopic Image Analysis for Life Science Applications

Jens Rittscher,Raghu Machiraju,Stephen T. C. Wong
Microscopic Image Analysis for Life Science Applications Book PDF

Author : Jens Rittscher,Raghu Machiraju,Stephen T. C. Wong
Publisher : Artech House
Page : 533 pages
File Size : 44,9 Mb
Release : 2008
Category : Medical
ISBN : 9781596932371

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Microscopic Image Analysis for Life Science Applications by Jens Rittscher,Raghu Machiraju,Stephen T. C. Wong Pdf

Here's a first-of-its-kind book that bridges the gap between biomedical imaging and the bioscience community. This unique resource gives you a detailed understanding of imaging platforms, fluorescence imaging, and fundamental image processing algorithms. Further, it guides you through application of advanced image analysis methods and techniques to specific biological problems. The book presents applications that span a wide range of scales, from the detection of signaling events in sub-cellular structures, to the automated analysis of tissue structures. Other critical areas discussed include the dynamics of cell populations and in vivo microscopy. This cutting-edge volume is supported with over 160 illustrations that support key topics throughout the book. CD-ROM Included! Contains full-color images and videos that further illustrate topics discussed in the book.

Advanced Methods in Biomedical Signal Processing and Analysis

Kunal Pal,Samit Ari,Arindam Bit,Saugat Bhattacharyya
Advanced Methods in Biomedical Signal Processing and Analysis Book PDF

Author : Kunal Pal,Samit Ari,Arindam Bit,Saugat Bhattacharyya
Publisher : Academic Press
Page : 434 pages
File Size : 49,8 Mb
Release : 2022-09-07
Category : Technology & Engineering
ISBN : 9780323859547

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Advanced Methods in Biomedical Signal Processing and Analysis by Kunal Pal,Samit Ari,Arindam Bit,Saugat Bhattacharyya Pdf

Advanced Methods in Biomedical Signal Processing and Analysis presents state-of-the-art methods in biosignal processing, including recurrence quantification analysis, heart rate variability, analysis of the RRI time-series signals, joint time-frequency analyses, wavelet transforms and wavelet packet decomposition, empirical mode decomposition, modeling of biosignals, Gabor Transform, empirical mode decomposition. The book also gives an understanding of feature extraction, feature ranking, and feature selection methods, while also demonstrating how to apply artificial intelligence and machine learning to biosignal techniques. Gives advanced methods in signal processing Includes machine and deep learning methods Presents experimental case studies

Computational Collective Intelligence

Ngoc-Thanh Nguyen,Lazaros Iliadis,Yannis Manolopoulos,Bogdan Trawiński
Computational Collective Intelligence Book PDF

Author : Ngoc-Thanh Nguyen,Lazaros Iliadis,Yannis Manolopoulos,Bogdan Trawiński
Publisher : Springer
Page : 602 pages
File Size : 51,6 Mb
Release : 2016-09-19
Category : Computers
ISBN : 9783319452432

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Computational Collective Intelligence by Ngoc-Thanh Nguyen,Lazaros Iliadis,Yannis Manolopoulos,Bogdan Trawiński Pdf

This two-volume set (LNAI 9875 and LNAI 9876) constitutes the refereed proceedings of the 8th International Conference on Collective Intelligence, ICCCI 2016, held in Halkidiki, Greece, in September 2016. The 108 full papers presented were carefully reviewed and selected from 277 submissions. The aim of this conference is to provide an internationally respected forum for scientific research in the computer-based methods of collective intelligence and their applications in (but not limited to) such fields as group decision making, consensus computing, knowledge integration, semantic web, social networks and multi-agent systems.