Machine Learning in Cardiovascular Medicine

Written By Subhi J. Al'Aref
Machine Learning in Cardiovascular Medicine
  • Publsiher : Academic Press
  • Release : 20 November 2020
  • ISBN : 0128202742
  • Pages : 454 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Machine Learning in Cardiovascular Medicine written by Subhi J. Al'Aref which was release on 20 November 2020, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: 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

Machine Learning in Cardiovascular Medicine

Machine Learning in Cardiovascular Medicine
  • Author : Subhi J. Al'Aref,Gurpreet Singh,Lohendran Baskaran,Dimitri Metaxas
  • Publisher : Academic Press
  • Release Date : 2020-11-20
  • Total pages : 454
  • ISBN : 0128202742
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Summary : 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 ...

Machine Learning and Medical Engineering for Cardiovascular Health and Intravascular Imaging and Computer Assisted Stenting

Machine Learning and Medical Engineering for Cardiovascular Health and Intravascular Imaging and Computer Assisted Stenting
  • Author : Hongen Liao,Simone Balocco,Guijin Wang,Feng Zhang,Yongpan Liu,Zijian Ding,Luc Duong,Renzo Phellan,Guillaume Zahnd,Katharina Breininger,Shadi Albarqouni,Stefano Moriconi,Su-Lin Lee,Stefanie Demirci
  • Publisher : Springer
  • Release Date : 2019-10-13
  • Total pages : 212
  • ISBN : 0128202742
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Summary : This book constitutes the refereed proceedings of the First International Workshop on Machine Learning and Medical Engineering for Cardiovasvular Healthcare, MLMECH 2019, and the International Joint Workshops on Computing and Visualization for Intravascular Imaging and Computer Assisted Stenting, CVII-STENT 2019, held in conjunction with MICCAI 2019, in Shenzhen, China, in October 2019. For MLMECH 2019, 16 ...

Artificial Intelligence in Medicine

Artificial Intelligence in Medicine
  • Author : Lei Xing,Maryellen L. Giger,James K Min
  • Publisher : Academic Press
  • Release Date : 2020-09-16
  • Total pages : 568
  • ISBN : 0128202742
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Summary : Artificial Intelligence Medicine: Technical Basis and Clinical Applications presents a comprehensive overview of the field, ranging from its history and technical foundations, to specific clinical applications and finally to prospects. Artificial Intelligence (AI) is expanding across all domains at a breakneck speed. Medicine, with the availability of large multidimensional datasets, ...

Machine Learning Big Data and IoT for Medical Informatics

Machine Learning  Big Data  and IoT for Medical Informatics
  • Author : Pardeep Kumar,Yugal Kumar,Mohamed A. Tawhid
  • Publisher : Academic Press
  • Release Date : 2021-06-13
  • Total pages : 458
  • ISBN : 0128202742
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Summary : Machine Learning, Big Data, and IoT for Medical Informatics focuses on the latest techniques adopted in the field of medical informatics. In medical informatics, machine learning, big data, and IOT-based techniques play a significant role in disease diagnosis and its prediction. In the medical field, the structure of data is ...

Precision Medicine in Cardiovascular Disease Prevention

Precision Medicine in Cardiovascular Disease Prevention
  • Author : Seth S. Martin
  • Publisher : Springer Nature
  • Release Date : 2021-07-27
  • Total pages : 212
  • ISBN : 0128202742
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Summary : Download or read online Precision Medicine in Cardiovascular Disease Prevention written by Seth S. Martin, published by Springer Nature which was released on . Get Precision Medicine in Cardiovascular Disease Prevention Books now! Available in PDF, ePub and Kindle....

Deep Learning for Medical Decision Support Systems

Deep Learning for Medical Decision Support Systems
  • Author : Utku Kose,Omer Deperlioglu,Jafar Alzubi,Bogdan Patrut
  • Publisher : Springer Nature
  • Release Date : 2020-06-17
  • Total pages : 171
  • ISBN : 0128202742
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Summary : This book explores various applications of deep learning-oriented diagnosis leading to decision support, while also outlining the future face of medical decision support systems. Artificial intelligence has now become a ubiquitous aspect of modern life, and especially machine learning enjoysgreat popularity, since it offers techniques that are capable of learning ...

Intelligence Based Medicine

Intelligence Based Medicine
  • Author : Anthony C. Chang
  • Publisher : Academic Press
  • Release Date : 2020-06-27
  • Total pages : 534
  • ISBN : 0128202742
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Summary : Intelligence-Based Medicine: Data Science, Artificial Intelligence, and Human Cognition in Clinical Medicine and Healthcare provides a multidisciplinary and comprehensive survey of artificial intelligence concepts and methodologies with real life applications in healthcare and medicine. Authored by a senior physician-data scientist, the book presents an intellectual and academic interface between the ...

Industrial Applications of Machine Learning

Industrial Applications of Machine Learning
  • Author : Pedro Larrañaga,David Atienza,Javier Diaz-Rozo,Alberto Ogbechie,Carlos Esteban Puerto-Santana,Concha Bielza
  • Publisher : CRC Press
  • Release Date : 2018-12-12
  • Total pages : 336
  • ISBN : 0128202742
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Summary : Industrial Applications of Machine Learning shows how machine learning can be applied to address real-world problems in the fourth industrial revolution, and provides the required knowledge and tools to empower readers to build their own solutions based on theory and practice. The book introduces the fourth industrial revolution and its ...

Proceedings of the 2nd International Conference on Healthcare Science and Engineering

Proceedings of the 2nd International Conference on Healthcare Science and Engineering
  • Author : Chase Q. Wu,Ming-Chien Chyu,Jaime Lloret,Xianxian Li
  • Publisher : Springer
  • Release Date : 2019-05-09
  • Total pages : 306
  • ISBN : 0128202742
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Summary : This book presents a compilation of selected papers from the 2nd International Conference on Healthcare Science and Engineering (Healthcare 2018). The work focuses on novel computing, networking, and data analytics techniques for various issues in healthcare. The book is a valuable resource for academic researchers and practitioners working in the field....

Machine Learning for Medical Image Reconstruction

Machine Learning for Medical Image Reconstruction
  • Author : Florian Knoll,Andreas Maier,Daniel Rueckert
  • Publisher : Springer
  • Release Date : 2018-09-11
  • Total pages : 158
  • ISBN : 0128202742
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Summary : This book constitutes the refereed proceedings of the First International Workshop on Machine Learning for Medical Reconstruction, MLMIR 2018, held in conjunction with MICCAI 2018, in Granada, Spain, in September 2018. The 17 full papers presented were carefully reviewed and selected from 21 submissions. The papers are organized in the following topical sections: deep learning ...

Proceedings of International Conference on Recent Trends in Machine Learning IoT Smart Cities and Applications

Proceedings of International Conference on Recent Trends in Machine Learning  IoT  Smart Cities and Applications
  • Author : Vinit Kumar Gunjan,Jacek M. Zurada
  • Publisher : Springer Nature
  • Release Date : 2020-10-17
  • Total pages : 998
  • ISBN : 0128202742
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Summary : This book gathers selected research papers presented at the International Conference on Recent Trends in Machine Learning, IOT, Smart Cities & Applications (ICMISC 2020), held on 29–30 March 2020 at CMR Institute of Technology, Hyderabad, Telangana, India. Discussing current trends in machine learning, Internet of things, and smart cities applications, with a focus on ...

Process Improvement in Heart Failure An Issue of Heart Failure Clinics EBK

Process Improvement in Heart Failure  An Issue of Heart Failure Clinics EBK
  • Author : Clyde Yancy,Kannan Mutharasan
  • Publisher : Elsevier Health Sciences
  • Release Date : 2020-09-25
  • Total pages : 352
  • ISBN : 0128202742
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Summary : This issue of Heart Failure Clinics, guest edited by Drs. Clyde W. Yancy and R. Kannan Mutharasan, will cover Process Improvement in Heart Failure. This issue is one of four issues selected each year by our series consulting editor, Dr. Eduardo Bossone. Topics discussed in this issue will include: Approaching ...

Big Data and Artificial Intelligence for Healthcare Applications

Big Data and Artificial Intelligence for Healthcare Applications
  • Author : Ankur Saxena,Nicolas Brault,Shazia Rashid
  • Publisher : CRC Press
  • Release Date : 2021-06-15
  • Total pages : 286
  • ISBN : 0128202742
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Summary : This book covers a wide range of topics on the role of Artificial Intelligence, Machine Learning, and Big Data for healthcare applications and deals with the ethical issues and concerns associated with it. This book explores the applications in different areas of healthcare and highlights the current research. "Big Data ...

Advances in Communication and Computational Technology

Advances in Communication and Computational Technology
  • Author : Gurdeep Singh Hura,Ashutosh Kumar Singh,Lau Siong Hoe
  • Publisher : Springer Nature
  • Release Date : 2020-08-13
  • Total pages : 1537
  • ISBN : 0128202742
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Summary : This book presents high-quality peer-reviewed papers from the International Conference on Advanced Communication and Computational Technology (ICACCT) 2019 held at the National Institute of Technology, Kurukshetra, India. The contents are broadly divided into four parts: (i) Advanced Computing, (ii) Communication and Networking, (iii) VLSI and Embedded Systems, and (iv) Optimization Techniques....

Machine Learning in Medicine a Complete Overview

Machine Learning in Medicine   a Complete Overview
  • Author : Ton J. Cleophas,Aeilko H. Zwinderman
  • Publisher : Springer
  • Release Date : 2016-10-09
  • Total pages : 516
  • ISBN : 0128202742
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Summary : The current book is the first publication of a complete overview of machine learning methodologies for the medical and health sector. It was written as a training companion and as a must-read, not only for physicians and students, but also for any one involved in the process and progress of ...