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Image Processing For Automated Diagnosis Of Cardiac Diseases

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Image Processing for Automated Diagnosis of Cardiac Diseases

Image Processing for Automated Diagnosis of Cardiac Diseases Book
Author : Kalpana Chauhan,Rajeev Kumar Chauhan
Publisher : Academic Press
Release : 2021-07-13
ISBN : 0323850650
Language : En, Es, Fr & De

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Book Description :

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

Research Awards Index

Research Awards Index Book
Author : Anonim
Publisher : Unknown
Release : 1977
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Research Awards Index book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Research Grants Index

Research Grants Index Book
Author : National Institutes of Health (U.S.). Division of Research Grants
Publisher : Unknown
Release : 1975
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Research Grants Index book written by National Institutes of Health (U.S.). Division of Research Grants, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Current and Future Role of Artificial Intelligence in Cardiac Imaging

Current and Future Role of Artificial Intelligence in Cardiac Imaging Book
Author : Steffen Erhard Petersen,Karim Lekadir,Alistair A. Young,Tim Leiner
Publisher : Frontiers Media SA
Release : 2020-10-09
ISBN : 2889660583
Language : En, Es, Fr & De

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Book Description :

Download Current and Future Role of Artificial Intelligence in Cardiac Imaging book written by Steffen Erhard Petersen,Karim Lekadir,Alistair A. Young,Tim Leiner, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Cardiovascular Imaging and Image Analysis

Cardiovascular Imaging and Image Analysis Book
Author : Ayman El-Baz,Jasjit S. Suri
Publisher : CRC Press
Release : 2018-10-03
ISBN : 0429806221
Language : En, Es, Fr & De

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Book Description :

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

Recent Trends in Image Processing and Pattern Recognition

Recent Trends in Image Processing and Pattern Recognition Book
Author : K. C. Santosh,Bharti Gawali
Publisher : Springer Nature
Release : 2021-03-22
ISBN : 9811604932
Language : En, Es, Fr & De

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Book Description :

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.

Advances in Decision Sciences Image Processing Security and Computer Vision

Advances in Decision Sciences  Image Processing  Security and Computer Vision Book
Author : Suresh Chandra Satapathy,K. Srujan Raju,K. Shyamala,D. Rama Krishna,Margarita N. Favorskaya
Publisher : Springer
Release : 2019-07-12
ISBN : 3030243222
Language : En, Es, Fr & De

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Book Description :

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.

Classification Techniques for Medical Image Analysis and Computer Aided Diagnosis

Classification Techniques for Medical Image Analysis and Computer Aided Diagnosis Book
Author : Nilanjan Dey
Publisher : Academic Press
Release : 2019-07-31
ISBN : 0128180056
Language : En, Es, Fr & De

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Book Description :

Classification Techniques for Medical Image Analysis and Computer Aided Diagnosis covers the most current advances on how to apply classification techniques to a wide variety of clinical applications that are appropriate for researchers and biomedical engineers in the areas of machine learning, deep learning, data analysis, data management and computer-aided diagnosis (CAD) systems design. The book covers several complex image classification problems using pattern recognition methods, including Artificial Neural Networks (ANN), Support Vector Machines (SVM), Bayesian Networks (BN) and deep learning. Further, numerous data mining techniques are discussed, as they have proven to be good classifiers for medical images. Examines the methodology of classification of medical images that covers the taxonomy of both supervised and unsupervised models, algorithms, applications and challenges Discusses recent advances in Artificial Neural Networks, machine learning, and deep learning in clinical applications Introduces several techniques for medical image processing and analysis for CAD systems design

Machine Learning Image Processing Network Security and Data Sciences

Machine Learning  Image Processing  Network Security and Data Sciences Book
Author : Arup Bhattacharjee,Badal Soni,Gyanendra Verma,Samir Kr Borgohain,Xiao-Zhi Gao
Publisher : Springer Nature
Release : 2020
ISBN : 9811563187
Language : En, Es, Fr & De

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Book Description :

This two-volume set (CCIS 1240-1241) constitutes the refereed proceedings of the Second International Conference on Machine Learning, Image Processing, Network Security and Data Sciences, MIND 2020, held in Silchar, India. Due to the COVID-19 pandemic the conference has been postponed to July 2020. The 79 full papers and 4 short papers were thoroughly reviewed and selected from 219 submissions. The papers are organized according to the following topical sections: data science and big data; image processing and computer vision; machine learning and computational intelligence; network and cyber security.

The Perception of Visual Information

The Perception of Visual Information Book
Author : William Thomson,Peter N.T. Wells
Publisher : Springer Science & Business Media
Release : 2013-03-09
ISBN : 1475767692
Language : En, Es, Fr & De

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Book Description :

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.

Medical Image Analysis and Informatics

Medical Image Analysis and Informatics Book
Author : Paulo Mazzoncini de Azevedo-Marques,Arianna Mencattini,Marcello Salmeri,Rangaraj M. Rangayyan
Publisher : CRC Press
Release : 2018-03-05
ISBN : 1351230824
Language : En, Es, Fr & De

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Book Description :

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.

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 Book
Author : National Heart, Lung, and Blood Institute
Publisher : Unknown
Release : 1979
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Subject Index of Current Research Grants and Contracts Administered by the National Heart Lung and Blood Institute book written by National Heart, Lung, and Blood Institute, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Image Analysis and Recognition

Image Analysis and Recognition Book
Author : Aurélio Campilho,Mohamed Kamel
Publisher : Springer
Release : 2014-10-09
ISBN : 3319117556
Language : En, Es, Fr & De

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Book Description :

The two volumes LNCS 8814 and 8815 constitute the thoroughly refereed proceedings of the 11th International Conference on Image Analysis and Recognition, ICIAR 2014, held in Vilamoura, Portugal, in October 2014. The 107 revised full papers presented were carefully reviewed and selected from 177 submissions. The papers are organized in the following topical sections: image representation and models; sparse representation; image restoration and enhancement; feature detection and image segmentation; classification and learning methods; document image analysis; image and video retrieval; remote sensing; applications; action, gestures and audio-visual recognition; biometrics; medical image processing and analysis; medical image segmentation; computer-aided diagnosis; retinal image analysis; 3D imaging; motion analysis and tracking; and robot vision.

Practical Signal and Image Processing in Clinical Cardiology

Practical Signal and Image Processing in Clinical Cardiology Book
Author : Jeffrey J Goldberger,Jason Ng
Publisher : Springer Science & Business Media
Release : 2010-07-28
ISBN : 1848825153
Language : En, Es, Fr & De

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Book Description :

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.

Nuclear Cardiac Imaging

Nuclear Cardiac Imaging Book
Author : Ami E. Iskandrian,Ernest V. Garcia
Publisher : Oxford University Press
Release : 2008-09-25
ISBN : 0199718628
Language : En, Es, Fr & De

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Book Description :

Nuclear cardiac imaging refers to cardiac radiological diagnostic techniques performed with the aid of radiopharmaceuticals, which are perfused into the myocardium as markers. These imaging studies provide a wide range of information about the heart, including the contractility of the heart, the amount of blood supply to the heart and whether parts of the heart muscle are alive or dead. This is essential information for cardiologists, and nuclear imaging has become an increasingly important part of the cardiologist's armamentarium. Iskandrian's text has become a leading book in the field and the fourth edition will continue the tradition. The text is completely updated to reflect the many advances in the field, and, as a new feature, each chapter concludes with a Q&A session on important and difficult clinical issues.

Emerging Research in Computing Information Communication and Applications

Emerging Research in Computing  Information  Communication and Applications Book
Author : N. R. Shetty,N.H. Prasad,N. Nalini
Publisher : Springer
Release : 2015-07-17
ISBN : 8132225503
Language : En, Es, Fr & De

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Book Description :

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.

Advanced Methods for Complex Network Analysis

Advanced Methods for Complex Network Analysis Book
Author : Meghanathan, Natarajan
Publisher : IGI Global
Release : 2016-04-07
ISBN : 1466699655
Language : En, Es, Fr & De

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Book Description :

As network science and technology continues to gain popularity, it becomes imperative to develop procedures to examine emergent network domains, as well as classical networks, to help ensure their overall optimization. Advanced Methods for Complex Network Analysis features the latest research on the algorithms and analysis measures being employed in the field of network science. Highlighting the application of graph models, advanced computation, and analytical procedures, this publication is a pivotal resource for students, faculty, industry practitioners, and business professionals interested in theoretical concepts and current developments in network domains.

Diabetes and Cardiovascular Disease

Diabetes and Cardiovascular Disease Book
Author : Ayman S. El-Baz,Jasjit S. Suri
Publisher : Elsevier
Release : 2021-03-23
ISBN : 0128174293
Language : En, Es, Fr & De

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Book Description :

Computer-Assisted Diagnosis: Diabetes and Cardiovascular Disease brings together multifaceted information on research and clinical applications from an academic, clinical, bioengineering and bioinformatics perspective. The editors provide a stellar, diverse list of authors to explore this interesting field. Academic researchers, bioengineers, new investigators and students interested in diabetes and heart disease need an authoritative reference to reduce the amount of time spent on source-searching so they can spend more time on actual research and clinical application. This reference accomplishes this with contributions by authors from around the world. Provides valuable information for academic clinicians, researchers, bioengineers and industry on diabetes and cardiovascular disease Discusses the impact of diabetes on cardiovascular disease Covers statistical classification techniques and risk stratification

Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support

Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support Book
Author : M. Jorge Cardoso,Tal Arbel,Gustavo Carneiro,Tanveer Syeda-Mahmood,João Manuel R.S. Tavares,Mehdi Moradi,Andrew Bradley,Hayit Greenspan,João Paulo Papa,Anant Madabhushi,Jacinto C. Nascimento,Jaime S. Cardoso,Vasileios Belagiannis,Zhi Lu
Publisher : Springer
Release : 2017-09-07
ISBN : 3319675583
Language : En, Es, Fr & De

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Book Description :

This book constitutes the refereed joint proceedings of the Third International Workshop on Deep Learning in Medical Image Analysis, DLMIA 2017, and the 6th International Workshop on Multimodal Learning for Clinical Decision Support, ML-CDS 2017, held in conjunction with the 20th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2017, in Québec City, QC, Canada, in September 2017. The 38 full papers presented at DLMIA 2017 and the 5 full papers presented at ML-CDS 2017 were carefully reviewed and selected. The DLMIA papers focus on the design and use of deep learning methods in medical imaging. The ML-CDS papers discuss new techniques of multimodal mining/retrieval and their use in clinical decision support.

Computational Vision and Medical Image Processing

Computational Vision and Medical Image Processing Book
Author : Joao Tavares,R. M. Natal Jorge
Publisher : Springer Science & Business Media
Release : 2010-11-22
ISBN : 9400700113
Language : En, Es, Fr & De

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Book Description :

This book contains extended versions of papers presented at the international Conference VIPIMAGE 2009 – ECCOMAS Thematic Conference on Computational Vision and Medical Image, that was held at Faculdade de Engenharia da Universidade do Porto, Portugal, from 14th to 16th of October 2009. This conference was the second ECCOMAS thematic conference on computational vision and medical image processing. It covered topics related to image processing and analysis, medical imaging and computational modelling and simulation, considering their multidisciplinary nature. The book collects the state-of-the-art research, methods and new trends on the subject of computational vision and medical image processing contributing to the development of these knowledge areas.