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 : /5 from reviews
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Download or read book entitled Machine Learning in Cardiovascular Medicine by author: Subhi J. Al'Aref which was release on 20 November 2020 and published by Academic Press with total page 454 pages . This book available in PDF, EPUB and Kindle Format. 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 ...

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 ...

The Future of Pharmaceutical Product Development and Research

The Future of Pharmaceutical Product Development and Research
  • Author : Anonim
  • Publisher : Academic Press
  • Release Date : 2020-09-02
  • Total pages : 976
  • ISBN : 0128202742
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Summary : The Future of Pharmaceutical Product Development and Research examines the latest developments in the pharmaceutical sciences, also highlighting key developments, research and future opportunities. Written by experts in the field, this volume in the Advances in Pharmaceutical Product Development and Research series deepens our understanding of the product development phase ...

Signal Processing and Machine Learning for Biomedical Big Data

Signal Processing and Machine Learning for Biomedical Big Data
  • Author : Ervin Sejdic,Tiago H. Falk
  • Publisher : CRC Press
  • Release Date : 2018-07-04
  • Total pages : 606
  • ISBN : 0128202742
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Summary : Within the healthcare domain, big data is defined as any ``high volume, high diversity biological, clinical, environmental, and lifestyle information collected from single individuals to large cohorts, in relation to their health and wellness status, at one or several time points.'' Such data is crucial because within it lies ...

Machine Learning

Machine Learning
  • Author : Claude Sammut,Achim Hoffmann
  • Publisher : Morgan Kaufmann
  • Release Date : 2002
  • Total pages : 706
  • ISBN : 0128202742
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Summary : Proceedings of the annual International Conferences on Machine Learning, 1988-present. Current volume: ICML 2002: 19th International Conference on Machine Learning. Submissions are expected that describe empirical, theoretical, and cognitive-modeling research in all areas of machine learning. Submissions that present algorithms for novel learning tasks, interdisciplinary research involving machine learning, or innovative ...

Biological and Medical Data Analysis

Biological and Medical Data Analysis
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2004
  • Total pages : 212
  • ISBN : 0128202742
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Summary : Read online Biological and Medical Data Analysis written by , published by which was released on 2004. Download full Biological and Medical Data Analysis Books now! Available in PDF, ePub and Kindle....

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, ...

Library Information Science Abstracts

Library   Information Science Abstracts
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2006
  • Total pages : 212
  • ISBN : 0128202742
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Summary : Read online Library Information Science Abstracts written by , published by which was released on 2006. Download full Library Information Science Abstracts Books now! Available in PDF, ePub and Kindle....

KARDIO

KARDIO
  • Author : Ivan Bratko,Igor Mozetič,Nada Lavrač
  • Publisher : Mit Press
  • Release Date : 1989
  • Total pages : 260
  • ISBN : 0128202742
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Summary : This book is the first detailed account of the development of a complex and successful expert system based on deep and qualitative knowledge. It shows how the qualitative modeling approach, using logic based representations and machine learning techniques, can be used to construct knowledge bases whose complexity is far beyond ...

Deep Learning and Convolutional Neural Networks for Medical Image Computing

Deep Learning and Convolutional Neural Networks for Medical Image Computing
  • Author : Le Lu,Yefeng Zheng,Gustavo Carneiro,Lin Yang
  • Publisher : Springer
  • Release Date : 2017-07-12
  • Total pages : 326
  • ISBN : 0128202742
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Summary : This book presents a detailed review of the state of the art in deep learning approaches for semantic object detection and segmentation in medical image computing, and large-scale radiology database mining. A particular focus is placed on the application of convolutional neural networks, with the theory supported by practical examples. ...

Indian Journal of Experimental Biology

Indian Journal of Experimental Biology
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2007
  • Total pages : 212
  • ISBN : 0128202742
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Summary : Read online Indian Journal of Experimental Biology written by , published by which was released on 2007. Download full Indian Journal of Experimental Biology Books now! Available in PDF, ePub and Kindle....

Artificial Intelligence in Medicine

Artificial Intelligence in Medicine
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2001
  • Total pages : 212
  • ISBN : 0128202742
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Summary : Read online Artificial Intelligence in Medicine written by , published by which was released on 2001. Download full Artificial Intelligence in Medicine Books now! Available in PDF, ePub and Kindle....

Artificial Intelligence for Computational Modeling of the Heart

Artificial Intelligence for Computational Modeling of the Heart
  • Author : Tommaso Mansi,Tiziano Passerini,Dorin Comaniciu
  • Publisher : Academic Press
  • Release Date : 2019-12
  • Total pages : 260
  • ISBN : 0128202742
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Summary : Artificial Intelligence for Computational Modeling of the Heart presents recent research developments towards streamlined and automatic estimation of the digital twin of a patient's heart by combining computational modeling of heart physiology and artificial intelligence. The book first introduces the major aspects of multi-scale modeling of the heart, along with ...

Artificial Intelligence in Medicine

Artificial Intelligence in Medicine
  • Author : Riccardo Bellazzi,Ameen Abu-Hanna,Jim Hunter
  • Publisher : Springer Science & Business Media
  • Release Date : 2007-06-29
  • Total pages : 509
  • ISBN : 0128202742
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Summary : This book constitutes the refereed proceedings of the 11th Conference on Artificial Intelligence in Medicine in Europe, AIME 2007, held in Amsterdam, The Netherlands in July 2007. The 28 revised full papers and 38 revised short papers presented were carefully reviewed and selected from 137 submissions. The papers are organized in topical sections on agent-based ...