Image Processing for Automated Diagnosis of Cardiac Diseases

Image Processing for Automated Diagnosis of Cardiac Diseases
Author: Kalpana Chauhan,Rajeev Kumar Chauhan
Publsiher: Academic Press
Total Pages: 240
Release: 2021-07-13
ISBN 10: 0323850650
ISBN 13: 9780323850650
Language: EN, FR, DE, ES & NL

Image Processing for Automated Diagnosis of Cardiac Diseases Book Review:

Image Processing for Automated Diagnosis of Cardiac Diseases highlights current and emerging technologies for the automated diagnosis of cardiac diseases. It presents concepts and practical algorithms, including techniques for the automated diagnosis of organs in motion using image processing. This book is suitable for biomedical engineering researchers, engineers and scientists in research and development, and clinicians who want to learn more about and develop advanced concepts in image processing to overcome the challenges of automated diagnosis of heart disease. Includes advanced techniques to improve diagnostic methods for various cardiac diseases Uses methods to improve the existing diagnostic features of echocardiographic machines Develops new diagnostic features for echocardiographic machines

Current and Future Role of Artificial Intelligence in Cardiac Imaging

Current and Future Role of Artificial Intelligence in Cardiac Imaging
Author: Steffen Erhard Petersen,Karim Lekadir,Alistair A. Young,Tim Leiner
Publsiher: Frontiers Media SA
Total Pages: 135
Release: 2020-10-09
ISBN 10: 2889660583
ISBN 13: 9782889660582
Language: EN, FR, DE, ES & NL

Current and Future Role of Artificial Intelligence in Cardiac Imaging Book Review:

Cardiovascular Imaging and Image Analysis

Cardiovascular Imaging and Image Analysis
Author: Ayman El-Baz,Jasjit S. Suri
Publsiher: CRC Press
Total Pages: 436
Release: 2018-10-03
ISBN 10: 0429806221
ISBN 13: 9780429806223
Language: EN, FR, DE, ES & NL

Cardiovascular Imaging and Image Analysis Book Review:

This book covers the state-of-the-art approaches for automated non-invasive systems for early cardiovascular disease diagnosis. It includes several prominent imaging modalities such as MRI, CT, and PET technologies. There is a special emphasis placed on automated imaging analysis techniques, which are important to biomedical imaging analysis of the cardiovascular system. Novel 4D based approach is a unique characteristic of this product. This is a comprehensive multi-contributed reference work that will detail the latest developments in spatial, temporal, and functional cardiac imaging. The main aim of this book is to help advance scientific research within the broad field of early detection of cardiovascular disease. This book focuses on major trends and challenges in this area, and it presents work aimed to identify new techniques and their use in biomedical image analysis. Key Features: Includes state-of-the art 4D cardiac image analysis Explores the aspect of automated segmentation of cardiac CT and MR images utilizing both 3D and 4D techniques Provides a novel procedure for improving full-cardiac strain estimation in 3D image appearance characteristics Includes extensive references at the end of each chapter to enhance further study

Research Awards Index

Research Awards Index
Author: Anonim
Publsiher: Unknown
Total Pages: 135
Release: 1986
ISBN 10: 1928374650XXX
ISBN 13: MINN:319510001936231
Language: EN, FR, DE, ES & NL

Research Awards Index Book Review:

Recent Trends in Image Processing and Pattern Recognition

Recent Trends in Image Processing and Pattern Recognition
Author: K. C. Santosh,Bharti Gawali
Publsiher: Springer Nature
Total Pages: 375
Release: 2021-03-22
ISBN 10: 9811604932
ISBN 13: 9789811604935
Language: EN, FR, DE, ES & NL

Recent Trends in Image Processing and Pattern Recognition Book Review:

This two-volume set constitutes the refereed proceedings of the Third International Conference on Recent Trends in Image Processing and Pattern Recognition (RTIP2R) 2020, held in Aurangabad, India, in January 2020. The 78 revised full papers presented were carefully reviewed and selected from 329 submissions. The papers are organized in topical sections in the two volumes. Part I: Computer vision and applications; Data science and machine learning; Document understanding and Recognition. Part II: Healthcare informatics and medical imaging; Image analysis and recognition; Signal processing and pattern recognition; Image and signal processing in Agriculture.

Research Grants Index

Research Grants Index
Author: National Institutes of Health (U.S.). Division of Research Grants
Publsiher: Unknown
Total Pages: 135
Release: 1975
ISBN 10: 1928374650XXX
ISBN 13: UOM:39015072175246
Language: EN, FR, DE, ES & NL

Research Grants Index Book Review:

Advances in Decision Sciences Image Processing Security and Computer Vision

Advances in Decision Sciences  Image Processing  Security and Computer Vision
Author: Suresh Chandra Satapathy,K. Srujan Raju,K. Shyamala,D. Rama Krishna,Margarita N. Favorskaya
Publsiher: Springer
Total Pages: 806
Release: 2019-07-12
ISBN 10: 3030243222
ISBN 13: 9783030243227
Language: EN, FR, DE, ES & NL

Advances in Decision Sciences Image Processing Security and Computer Vision Book Review:

This book constitutes the proceedings of the First International Conference on Emerging Trends in Engineering (ICETE), held at University College of Engineering and organised by the Alumni Association, University College of Engineering, Osmania University, in Hyderabad, India on 22–23 March 2019. The proceedings of the ICETE are published in three volumes, covering seven areas: Biomedical, Civil, Computer Science, Electrical & Electronics, Electronics & Communication, Mechanical, and Mining Engineering. The 215 peer-reviewed papers from around the globe present the latest state-of-the-art research, and are useful to postgraduate students, researchers, academics and industry engineers working in the respective fields. Volume 1 presents papers on the theme “Advances in Decision Sciences, Image Processing, Security and Computer Vision – International Conference on Emerging Trends in Engineering (ICETE)”. It includes state-of-the-art technical contributions in the area of biomedical and computer science engineering, discussing sustainable developments in the field, such as instrumentation and innovation, signal and image processing, Internet of Things, cryptography and network security, data mining and machine learning.

Biomedical Signal and Image Processing

Biomedical Signal and Image Processing
Author: Kayvan Najarian,Robert Splinter
Publsiher: CRC Press
Total Pages: 411
Release: 2016-04-19
ISBN 10: 1000218813
ISBN 13: 9781000218817
Language: EN, FR, DE, ES & NL

Biomedical Signal and Image Processing Book Review:

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.

Image Analysis and Modeling in Ophthalmology

Image Analysis and Modeling in Ophthalmology
Author: Eddie Y. K. Ng,U. Rajendra Acharya,Jasjit S. Suri,Aurelio Campilho
Publsiher: CRC Press
Total Pages: 409
Release: 2014-02-11
ISBN 10: 1466559306
ISBN 13: 9781466559301
Language: EN, FR, DE, ES & NL

Image Analysis and Modeling in Ophthalmology Book Review:

Digital fundus images can effectively diagnose glaucoma and diabetes retinopathy, while infrared imaging can show changes in the vascular tissues. Likening the eye to the conventional camera, Image Analysis and Modeling in Ophthalmology explores the application of advanced image processing in ocular imaging. This book considers how images can be used to effectively diagnose ophthalmologic problems. It introduces multi-modality image processing algorithms as a means for analyzing subtle changes in the eye. It details eye imaging, textural imaging, and modeling, and highlights specific imaging and modeling techniques. The book covers the detection of diabetes retinopathy, glaucoma, anterior segment eye abnormalities, instruments on detection of glaucoma, and development of human eye models using computational fluid dynamics and heat transfer principles to predict inner temperatures of the eye from its surface temperature. It presents an ultrasound biomicroscopy (UBM) system for anterior chamber angle imaging and proposes an automated anterior segment eye disease classification system that can be used for early disease diagnosis and treatment management. It focuses on the segmentation of the blood vessels in high-resolution retinal images and describes the integration of the image processing methodologies in a web-based framework aimed at retinal analysis. The authors introduce the A-Levelset algorithm, explore the ARGALI system to calculate the cup-to-disc ratio (CDR), and describe the Singapore Eye Vessel Assessment (SIVA) system, a holistic tool which brings together various technologies from image processing and artificial intelligence to construct vascular models from retinal images. The text furnishes the working principles of mechanical and optical instruments for the diagnosis and healthcare administration of glaucoma, reviews state-of-the-art CDR calculation detail, and discusses the existing methods and databases. Image Analysis and Modeling in Ophthalmology includes the latest research development in the field of eye modeling and the multi-modality image processing techniques in ocular imaging. It addresses the differences, performance measures, advantages and disadvantages of various approaches, and provides extensive reviews on related fields.

Big Data in Multimodal Medical Imaging

Big Data in Multimodal Medical Imaging
Author: Ayman El-Baz,Jasjit S. Suri
Publsiher: CRC Press
Total Pages: 330
Release: 2019-11-05
ISBN 10: 1351380737
ISBN 13: 9781351380737
Language: EN, FR, DE, ES & NL

Big Data in Multimodal Medical Imaging Book Review:

There is an urgent need to develop and integrate new statistical, mathematical, visualization, and computational models with the ability to analyze Big Data in order to retrieve useful information to aid clinicians in accurately diagnosing and treating patients. The main focus of this book is to review and summarize state-of-the-art big data and deep learning approaches to analyze and integrate multiple data types for the creation of a decision matrix to aid clinicians in the early diagnosis and identification of high risk patients for human diseases and disorders. Leading researchers will contribute original research book chapters analyzing efforts to solve these important problems.

Advances in Artificial Intelligence and Its Applications

Advances in Artificial Intelligence and Its Applications
Author: Félix Castro,Alexander Gelbukh,Miguel González Mendoza
Publsiher: Springer
Total Pages: 585
Release: 2013-11-22
ISBN 10: 3642451144
ISBN 13: 9783642451140
Language: EN, FR, DE, ES & NL

Advances in Artificial Intelligence and Its Applications Book Review:

The two-volume set LNAI 8265 and LNAI 8266 constitutes the proceedings of the 12th Mexican International Conference on Artificial Intelligence, MICAI 2013, held in Mexico City, Mexico, in November 2013. The total of 85 papers presented in these proceedings were carefully reviewed and selected from 284 submissions. The first volume deals with advances in artificial intelligence and its applications and is structured in the following five sections: logic and reasoning; knowledge-based systems and multi-agent systems; natural language processing; machine translation; and bioinformatics and medical applications. The second volume deals with advances in soft computing and its applications and is structured in the following eight sections: evolutionary and nature-inspired metaheuristic algorithms; neural networks and hybrid intelligent systems; fuzzy systems; machine learning and pattern recognition; data mining; computer vision and image processing; robotics, planning and scheduling and emotion detection, sentiment analysis and opinion mining.

Subject Index of Current Research Grants and Contracts Administered by the National Heart Lung and Blood Institute

Subject Index of Current Research Grants and Contracts Administered by the National Heart  Lung and Blood Institute
Author: National Heart, Lung, and Blood Institute
Publsiher: Unknown
Total Pages: 135
Release: 1979
ISBN 10: 1928374650XXX
ISBN 13: COLUMBIA:CU16717120
Language: EN, FR, DE, ES & NL

Subject Index of Current Research Grants and Contracts Administered by the National Heart Lung and Blood Institute Book Review:

Emerging Research in Computing Information Communication and Applications

Emerging Research in Computing  Information  Communication and Applications
Author: N. R. Shetty,N.H. Prasad,N. Nalini
Publsiher: Springer
Total Pages: 580
Release: 2015-07-17
ISBN 10: 8132225503
ISBN 13: 9788132225508
Language: EN, FR, DE, ES & NL

Emerging Research in Computing Information Communication and Applications Book Review:

This proceedings volume covers the proceedings of ERCICA 2015. ERCICA provides an interdisciplinary forum for researchers, professional engineers and scientists, educators, and technologists to discuss, debate and promote research and technology in the upcoming areas of Computing, Information, Communication and their Applications. The contents of this book cover emerging research areas in fields of Computing, Information, Communication and Applications. This will prove useful to both researchers and practicing engineers.

Practical Signal and Image Processing in Clinical Cardiology

Practical Signal and Image Processing in Clinical Cardiology
Author: Jeffrey J Goldberger,Jason Ng
Publsiher: Springer Science & Business Media
Total Pages: 400
Release: 2010-07-28
ISBN 10: 9781848825154
ISBN 13: 1848825153
Language: EN, FR, DE, ES & NL

Practical Signal and Image Processing in Clinical Cardiology Book Review:

Modern signal and image acquisition systems used in the field of cardiology acquire, analyze, and store data digitally. Surface electrocardiography, intra-cardiac electrogram recording, echocardiograms, x-ray, magnetic resonance imaging, and computed tomography are among the modalities in the cardiology field where signal processing is applied. Digital signal processing techniques allow us to automate many of the analyses that had previously been done manually with greater precision, accuracy and speed, as well as detect features and patterns in data that may be too subtle to observe by eye. As more cardiologists are becoming more reliant on such technology, a basic understanding of digital signals and the techniques used to extract information from these signals are required.

Medical Image Analysis and Informatics

Medical Image Analysis and Informatics
Author: Paulo Mazzoncini de Azevedo-Marques,Arianna Mencattini,Marcello Salmeri,Rangaraj M. Rangayyan
Publsiher: CRC Press
Total Pages: 518
Release: 2017-11-23
ISBN 10: 1498753205
ISBN 13: 9781498753203
Language: EN, FR, DE, ES & NL

Medical Image Analysis and Informatics Book Review:

With the development of rapidly increasing medical imaging modalities and their applications, the need for computers and computing in image generation, processing, visualization, archival, transmission, modeling, and analysis has grown substantially. Computers are being integrated into almost every medical imaging system. Medical Image Analysis and Informatics demonstrates how quantitative analysis becomes possible by the application of computational procedures to medical images. Furthermore, it shows how quantitative and objective analysis facilitated by medical image informatics, CBIR, and CAD could lead to improved diagnosis by physicians. Whereas CAD has become a part of the clinical workflow in the detection of breast cancer with mammograms, it is not yet established in other applications. CBIR is an alternative and complementary approach for image retrieval based on measures derived from images, which could also facilitate CAD. This book shows how digital image processing techniques can assist in quantitative analysis of medical images, how pattern recognition and classification techniques can facilitate CAD, and how CAD systems can assist in achieving efficient diagnosis, in designing optimal treatment protocols, in analyzing the effects of or response to treatment, and in clinical management of various conditions. The book affirms that medical imaging, medical image analysis, medical image informatics, CBIR, and CAD are proven as well as essential techniques for health care.

Computational Vision and Medical Image Processing VipIMAGE 2011

Computational Vision and Medical Image Processing  VipIMAGE 2011
Author: João Manuel R.S. Tavares,R.M. Natal Jorge
Publsiher: CRC Press
Total Pages: 460
Release: 2011-09-28
ISBN 10: 0203128184
ISBN 13: 9780203128183
Language: EN, FR, DE, ES & NL

Computational Vision and Medical Image Processing VipIMAGE 2011 Book Review:

This book contains invited lecturers and full papers presented at VIPIMAGE 2011 - III ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing (Olh Algarve, Portugal, 12-14 October 2011). International contributions from 16 countries provide a comprehensive coverage of the current state-of-the-art in: Image Processing

Big Data in Medical Image Processing

Big Data in Medical Image Processing
Author: R. Suganya,S. Rajaram,A. Sheik Abdullah
Publsiher: CRC Press
Total Pages: 202
Release: 2018-01-29
ISBN 10: 1351366610
ISBN 13: 9781351366618
Language: EN, FR, DE, ES & NL

Big Data in Medical Image Processing Book Review:

The field of medical imaging seen rapid development over the last two decades and has consequently revolutionized the way in which modern medicine is practiced. Diseases and their symptoms are constantly changing therefore continuous updating is necessary for the data to be relevant. Diseases fall into different categories, even a small difference in symptoms may result in categorising it in a different group altogether. Thus analysing data accurately is of critical importance. This book concentrates on diagnosing diseases like cancer or tumor from different modalities of images. This book is divided into the following domains: Importance of big data in medical imaging, pre-processing, image registration, feature extraction, classification and retrieval. It is further supplemented by the medical analyst for a continuous treatment process. The book provides an automated system that could retrieve images based on user’s interest to a point of providing decision support. It will help medical analysts to take informed decisions before planning treatment and surgery. It will also be useful to researchers who are working in problems involved in medical imaging.

Machine Learning in Cardiovascular Medicine

Machine Learning in Cardiovascular Medicine
Author: Subhi J. Al'Aref,Gurpreet Singh,Lohendran Baskaran,Dimitri Metaxas
Publsiher: Academic Press
Total Pages: 454
Release: 2020-11-20
ISBN 10: 0128202742
ISBN 13: 9780128202746
Language: EN, FR, DE, ES & NL

Machine Learning in Cardiovascular Medicine Book Review:

Machine Learning in Cardiovascular Medicine addresses the ever-expanding applications of artificial intelligence (AI), specifically machine learning (ML), in healthcare and within cardiovascular medicine. The book focuses on emphasizing ML for biomedical applications and provides a comprehensive summary of the past and present of AI, basics of ML, and clinical applications of ML within cardiovascular medicine for predictive analytics and precision medicine. It helps readers understand how ML works along with its limitations and strengths, such that they can could harness its computational power to streamline workflow and improve patient care. It is suitable for both clinicians and engineers; providing a template for clinicians to understand areas of application of machine learning within cardiovascular research; and assist computer scientists and engineers in evaluating current and future impact of machine learning on cardiovascular medicine. Provides an overview of machine learning, both for a clinical and engineering audience Summarize recent advances in both cardiovascular medicine and artificial intelligence Discusses the advantages of using machine learning for outcomes research and image processing Addresses the ever-expanding application of this novel technology and discusses some of the unique challenges associated with such an approach

The Perception of Visual Information

The Perception of Visual Information
Author: William Thomson,Peter N.T. Wells
Publsiher: Springer Science & Business Media
Total Pages: 343
Release: 2013-03-09
ISBN 10: 1475767692
ISBN 13: 9781475767698
Language: EN, FR, DE, ES & NL

The Perception of Visual Information Book Review:

Human knowledge is primarily the product of experiences acquired through interactions of our senses with our surroundings. Of all the senses, vision is the one relied on most heavily by most people for sensory input about the environment. Visual interactions can be divided into three processes: (1) de tection of visual information; (2) recognition of the "external source" of the information; and (3) interpretation of the significance of the information. These processes usually occur sequentially, although there is considerable interdependence among them. With our strong dependence on the processes of visual interactions, we might assume that they are well characterized and understood. Nothing could be further from the truth. Human vision remains an engima, in spite of specu lations by philosophers for centuries, and, more recently, of attention from physicists and cognitive and experimental psychologists. How we see, and how we know what we see, remains an unsolved mystery that challenges some of the most creative scientists and cognitive specialists.

Ophthalmological Imaging and Applications

Ophthalmological Imaging and Applications
Author: E. Y. K. Ng,U. Rajendra Acharya,Rangaraj M. Rangayyan,Jasjit S. Suri
Publsiher: CRC Press
Total Pages: 529
Release: 2014-05-05
ISBN 10: 1466559152
ISBN 13: 9781466559158
Language: EN, FR, DE, ES & NL

Ophthalmological Imaging and Applications Book Review:

Edited by and featuring contributions from world-class researchers, Ophthalmological Imaging and Applications offers a unified work of the latest human eye imaging and modeling techniques that have been proposed and applied to the diagnosis of ophthalmologic problems, including inflammation, cataracts, diabetic retinopathy, and glaucoma. With a foc