Medical Data Sharing Harmonization And Analytics

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Medical Data Sharing, Harmonization and Analytics

Author : Vasileios Pezoulas
Publisher : Academic Press
ISBN 13 : 0128165596
Total Pages : 384 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Medical Data Sharing, Harmonization and Analytics by : Vasileios Pezoulas

Download or read book Medical Data Sharing, Harmonization and Analytics written by Vasileios Pezoulas and published by Academic Press. This book was released on 2020-01-05 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Medical Data Sharing, Harmonization and Analytics serves as the basis for understanding the rapidly evolving field of medical data harmonization combined with the latest cloud infrastructures for storing the harmonized (shared) data. Chapters cover the latest research and applications on data sharing and protection in the medical domain, cohort integration through the recent advancements in data harmonization, cloud computing for storing and securing the patient data, and data analytics for effectively processing the harmonized data. - Examines the unmet needs in chronic diseases as a part of medical data sharing - Discusses ethical, legal and privacy issues as part of data protection - Combines data harmonization and big data analytics strategies in shared medical data, along with relevant case studies in chronic diseases

Multiscale Modelling in Biomedical Engineering

Author : Dimitrios I. Fotiadis
Publisher : John Wiley & Sons
ISBN 13 : 1119517346
Total Pages : 404 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis Multiscale Modelling in Biomedical Engineering by : Dimitrios I. Fotiadis

Download or read book Multiscale Modelling in Biomedical Engineering written by Dimitrios I. Fotiadis and published by John Wiley & Sons. This book was released on 2023-06-07 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multiscale Modelling in Biomedical Engineering Discover how multiscale modeling can enhance patient treatment and outcomes In Multiscale Modelling in Biomedical Engineering, an accomplished team of biomedical professionals delivers a robust treatment of the foundation and background of a general computational methodology for multi-scale modeling. The authors demonstrate how this methodology can be applied to various fields of biomedicine, with a particular focus on orthopedics and cardiovascular medicine. The book begins with a description of the relationship between multiscale modeling and systems biology before moving on to proceed systematically upwards in hierarchical levels from the molecular to the cellular, tissue, and organ level. It then examines multiscale modeling applications in specific functional areas, like mechanotransduction, musculoskeletal, and cardiovascular systems. Multiscale Modelling in Biomedical Engineering offers readers experiments and exercises to illustrate and implement the concepts contained within. Readers will also benefit from the inclusion of: A thorough introduction to systems biology and multi-scale modeling, including a survey of various multi-scale methods and approaches and analyses of their application in systems biology Comprehensive explorations of biomedical imaging and nanoscale modeling at the molecular, cell, tissue, and organ levels Practical discussions of the mechanotransduction perspective, including recent progress and likely future challenges In-depth examinations of risk prediction in patients using big data analytics and data mining Perfect for undergraduate and graduate students of bioengineering, biomechanics, biomedical engineering, and medicine, Multiscale Modelling in Biomedical Engineering will also earn a place in the libraries of industry professional and researchers seeking a one-stop reference to the basic engineering principles of biological systems.

8th European Medical and Biological Engineering Conference

Author : Tomaz Jarm
Publisher : Springer Nature
ISBN 13 : 3030646106
Total Pages : 1198 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis 8th European Medical and Biological Engineering Conference by : Tomaz Jarm

Download or read book 8th European Medical and Biological Engineering Conference written by Tomaz Jarm and published by Springer Nature. This book was released on 2020-11-29 with total page 1198 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book aims at informing on new trends, challenges and solutions, in the multidisciplinary field of biomedical engineering. It covers traditional biomedical engineering topics, as well as innovative applications such as artificial intelligence in health care, tissue engineering , neurotechnology and wearable devices. Further topics include mobile health and electroporation-based technologies, as well as new treatments in medicine. Gathering the proceedings of the 8th European Medical and Biological Engineering Conference (EMBEC 2020), held on November 29 - December 3, 2020, in Portorož, Slovenia, this book bridges fundamental and clinically-oriented research, emphasizing the role of education, translational research and commercialization of new ideas in biomedical engineering. It aims at inspiring and fostering communication and collaboration between engineers, physicists, biologists, physicians and other professionals dealing with cutting-edge themes in and advanced technologies serving the broad field of biomedical engineering.

Data Science for COVID-19

Author : Utku Kose
Publisher : Academic Press
ISBN 13 : 0323907709
Total Pages : 814 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Data Science for COVID-19 by : Utku Kose

Download or read book Data Science for COVID-19 written by Utku Kose and published by Academic Press. This book was released on 2021-10-22 with total page 814 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Science for COVID-19, Volume 2: Societal and Medical Perspectives presents the most current and leading-edge research into the applications of a variety of data science techniques for the detection, mitigation, treatment and elimination of the COVID-19 virus. At this point, Cognitive Data Science is the most powerful tool for researchers to fight COVID-19. Thanks to instant data-analysis and predictive techniques, including Artificial Intelligence, Machine Learning, Deep Learning, Data Mining, and computational modeling for processing large amounts of data, recognizing patterns, modeling new techniques, and improving both research and treatment outcomes is now possible. - Provides a leading-edge survey of Data Science techniques and methods for research, mitigation and the treatment of the COVID-19 virus - Integrates various Data Science techniques to provide a resource for COVID-19 researchers and clinicians around the world, including the wide variety of impacts the virus is having on societies and medical practice - Presents insights into innovative, data-oriented modeling and predictive techniques from COVID-19 researchers around the world, including geoprocessing and tracking, lab data analysis, and theoretical views on a variety of technical applications - Includes real-world feedback and user experiences from physicians and medical staff from around the world for medical treatment perspectives, public safety policies and impacts, sociological and psychological perspectives, the effects of COVID-19 in agriculture, economies, and education, and insights on future pandemics

Impacts of Public-Private Collaborative Research on Alzheimer's Disease: The Case of the Innovative Medicines Initiative

Author : Elisabetta Vaudano
Publisher : Frontiers Media SA
ISBN 13 : 2832538703
Total Pages : 123 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Impacts of Public-Private Collaborative Research on Alzheimer's Disease: The Case of the Innovative Medicines Initiative by : Elisabetta Vaudano

Download or read book Impacts of Public-Private Collaborative Research on Alzheimer's Disease: The Case of the Innovative Medicines Initiative written by Elisabetta Vaudano and published by Frontiers Media SA. This book was released on 2023-11-08 with total page 123 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Human-Machine Interface

Author : Rishabha Malviya
Publisher : John Wiley & Sons
ISBN 13 : 1394200323
Total Pages : 370 pages
Book Rating : 4.3/5 (942 download)

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Book Synopsis Human-Machine Interface by : Rishabha Malviya

Download or read book Human-Machine Interface written by Rishabha Malviya and published by John Wiley & Sons. This book was released on 2023-10-16 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: HUMAN-MACHINE INTERFACE The book contains the latest advances in healthcare and presents them in the frame of the Human-Machine Interface (HMI). The Human-Machine Interface (HMI) industry has witnessed the evolution from a simple push button to a modern touch-screen display. HMI is a user interface that allows humans to operate controllers for machines, systems, or instruments. Most medical procedures are improved by HMI systems, from calling an ambulance to ensuring that a patient receives adequate treatment on time. This book describes the scenario of biomedical technologies in the context of the advanced HMI, with a focus on direct brain-computer connection. The book describes several HMI tools and related techniques for analyzing, creating, controlling, and upgrading healthcare delivery systems, and provides details regarding how advancements in technology, particularly HMI, ensure ethical and fair use in patient care. Audience The target audience for this book is medical personnel and policymakers in healthcare and pharmaceutical professionals, as well as engineers and researchers in computer science and artificial intelligence.

Advances in Assistive Technologies

Author : George A. Tsihrintzis
Publisher : Springer Nature
ISBN 13 : 3030871320
Total Pages : 317 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Advances in Assistive Technologies by : George A. Tsihrintzis

Download or read book Advances in Assistive Technologies written by George A. Tsihrintzis and published by Springer Nature. This book was released on 2021-11-30 with total page 317 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book aims at exposing its readers to some of the most significant advances in assistive technologies. Assistive technologies develop devices to assist vulnerable people, including elderly people, people with cognitive disabilities such as memory problems or dementia, and people with functional disabilities such as those needing support in toileting, moving around, eating, bathing, dressing, grooming, and taking personal care. The ever-increasing life expectancy and world population, along with the emergence of new diseases and the regrettable continuation of armed conflicts, press for development and availability of assistive technologies that offer people in need the opportunity to live secure and controlled lives with more active participation in society and at a reduced assistive cost. This task can be accomplished only with more advanced devices than traditional-powered wheelchairs or eating/drinking devices, including prosthetics, exoskeletons, visual and hearing aids, cognitive aids, and devices enhanced with artificial intelligence. The book consists of an editorial note and an additional twelve (12) chapters, all of which have been written by authors who work on the corresponding chapter theme and are recognized for their significant research contributions. In more detail, the chapters in the book are organized into four parts, namely (i) Advances in Assistive Technologies in Healthcare, (ii) Advances in Assistive Technologies in Medical Diagnosis, (iii) Advances in Assistive Technologies in Mobility and Navigation, and (iv) Advances in Privacy and Explainability in Assistive Technologies. This research book is directed towards professors, researchers, scientists, engineers, and students in assistive technologies. It is also directed towards readers who come from other disciplines and is interested in becoming versed in some of the most recent assistive technologies. An extensive list of bibliographic references at the end of each chapter guides its readers to probe further into the application areas of interest to them.

Computer Science and Education. Educational Digitalization

Author : Wenxing Hong
Publisher : Springer Nature
ISBN 13 : 9819707374
Total Pages : 387 pages
Book Rating : 4.8/5 (197 download)

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Book Synopsis Computer Science and Education. Educational Digitalization by : Wenxing Hong

Download or read book Computer Science and Education. Educational Digitalization written by Wenxing Hong and published by Springer Nature. This book was released on with total page 387 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Handbook of Digital Technologies in Movement Disorders

Author : Roongroj Bhidayasiri
Publisher : Elsevier
ISBN 13 : 0323994954
Total Pages : 366 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Handbook of Digital Technologies in Movement Disorders by : Roongroj Bhidayasiri

Download or read book Handbook of Digital Technologies in Movement Disorders written by Roongroj Bhidayasiri and published by Elsevier. This book was released on 2024-01-20 with total page 366 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the past few years, there have been fundamental changes in the diagnosing and treating patients with chronic diseases, significantly affecting management of neurological movement disorders. In addition, the health and fitness sector developed several devices to better classify, track, and potentially treat chronic diseases. Both handling and interpreting these large datasets has been revolutionized, by machine and deep learning approaches, leading to new and more effective therapies, resulting in longer survival rates. Handbook of Digital Technologies in Movement Disorders aims to unite these factors to provide a comprehensive guide to patient focused treatments for movement disorders. This book is divided into five distinct sections, starting with an introduction to digital technologies, concepts, and terminologies. The following section reviews various perspectives on technology in movement disorders, including patient and medical professionals. The third section presents technologies used in detecting, measuring progression, and determining response to treatments. This is followed by reviewing the technology used in various treatments of movement disorders including assistive and robotic technologies. Finally, the last section examines the challenges with technology including privacy and other ethical issues. - Reviews different stakeholders' perspectives on technology in movement disorders - Presents technological advancements for diagnosing, monitoring, and managing Parkinson's disease - Discusses challenges with implementing technology into treatment

Sharing Clinical Research Data

Author : Institute of Medicine
Publisher : National Academies Press
ISBN 13 : 0309268745
Total Pages : 157 pages
Book Rating : 4.3/5 (92 download)

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Book Synopsis Sharing Clinical Research Data by : Institute of Medicine

Download or read book Sharing Clinical Research Data written by Institute of Medicine and published by National Academies Press. This book was released on 2013-06-07 with total page 157 pages. Available in PDF, EPUB and Kindle. Book excerpt: Pharmaceutical companies, academic researchers, and government agencies such as the Food and Drug Administration and the National Institutes of Health all possess large quantities of clinical research data. If these data were shared more widely within and across sectors, the resulting research advances derived from data pooling and analysis could improve public health, enhance patient safety, and spur drug development. Data sharing can also increase public trust in clinical trials and conclusions derived from them by lending transparency to the clinical research process. Much of this information, however, is never shared. Retention of clinical research data by investigators and within organizations may represent lost opportunities in biomedical research. Despite the potential benefits that could be accrued from pooling and analysis of shared data, barriers to data sharing faced by researchers in industry include concerns about data mining, erroneous secondary analyses of data, and unwarranted litigation, as well as a desire to protect confidential commercial information. Academic partners face significant cultural barriers to sharing data and participating in longer term collaborative efforts that stem from a desire to protect intellectual autonomy and a career advancement system built on priority of publication and citation requirements. Some barriers, like the need to protect patient privacy, pre- sent challenges for both sectors. Looking ahead, there are also a number of technical challenges to be faced in analyzing potentially large and heterogeneous datasets. This public workshop focused on strategies to facilitate sharing of clinical research data in order to advance scientific knowledge and public health. While the workshop focused on sharing of data from preplanned interventional studies of human subjects, models and projects involving sharing of other clinical data types were considered to the extent that they provided lessons learned and best practices. The workshop objectives were to examine the benefits of sharing of clinical research data from all sectors and among these sectors, including, for example: benefits to the research and development enterprise and benefits to the analysis of safety and efficacy. Sharing Clinical Research Data: Workshop Summary identifies barriers and challenges to sharing clinical research data, explores strategies to address these barriers and challenges, including identifying priority actions and "low-hanging fruit" opportunities, and discusses strategies for using these potentially large datasets to facilitate scientific and public health advances.

Registries for Evaluating Patient Outcomes

Author : Agency for Healthcare Research and Quality/AHRQ
Publisher : Government Printing Office
ISBN 13 : 1587634333
Total Pages : 385 pages
Book Rating : 4.5/5 (876 download)

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Book Synopsis Registries for Evaluating Patient Outcomes by : Agency for Healthcare Research and Quality/AHRQ

Download or read book Registries for Evaluating Patient Outcomes written by Agency for Healthcare Research and Quality/AHRQ and published by Government Printing Office. This book was released on 2014-04-01 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: This User’s Guide is intended to support the design, implementation, analysis, interpretation, and quality evaluation of registries created to increase understanding of patient outcomes. For the purposes of this guide, a patient registry is an organized system that uses observational study methods to collect uniform data (clinical and other) to evaluate specified outcomes for a population defined by a particular disease, condition, or exposure, and that serves one or more predetermined scientific, clinical, or policy purposes. A registry database is a file (or files) derived from the registry. Although registries can serve many purposes, this guide focuses on registries created for one or more of the following purposes: to describe the natural history of disease, to determine clinical effectiveness or cost-effectiveness of health care products and services, to measure or monitor safety and harm, and/or to measure quality of care. Registries are classified according to how their populations are defined. For example, product registries include patients who have been exposed to biopharmaceutical products or medical devices. Health services registries consist of patients who have had a common procedure, clinical encounter, or hospitalization. Disease or condition registries are defined by patients having the same diagnosis, such as cystic fibrosis or heart failure. The User’s Guide was created by researchers affiliated with AHRQ’s Effective Health Care Program, particularly those who participated in AHRQ’s DEcIDE (Developing Evidence to Inform Decisions About Effectiveness) program. Chapters were subject to multiple internal and external independent reviews.

Safety and Security of Cyber-Physical Systems

Author : Frank J. Furrer
Publisher : Springer Nature
ISBN 13 : 365837182X
Total Pages : 559 pages
Book Rating : 4.6/5 (583 download)

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Book Synopsis Safety and Security of Cyber-Physical Systems by : Frank J. Furrer

Download or read book Safety and Security of Cyber-Physical Systems written by Frank J. Furrer and published by Springer Nature. This book was released on 2022-07-20 with total page 559 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cyber-physical systems (CPSs) consist of software-controlled computing devices communicating with each other and interacting with the physical world through sensors and actuators. Because most of the functionality of a CPS is implemented in software, the software is of crucial importance for the safety and security of the CPS. This book presents principle-based engineering for the development and operation of dependable software. The knowledge in this book addresses organizations that want to strengthen their methodologies to build safe and secure software for mission-critical cyber-physical systems. The book: • Presents a successful strategy for the management of vulnerabilities, threats, and failures in mission-critical cyber-physical systems; • Offers deep practical insight into principle-based software development (62 principles are introduced and cataloged into five categories: Business & organization, general principles, safety, security, and risk management principles); • Provides direct guidance on architecting and operating dependable cyber-physical systems for software managers and architects.

Fundamentals of Clinical Data Science

Author : Pieter Kubben
Publisher : Springer
ISBN 13 : 3319997130
Total Pages : 219 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Fundamentals of Clinical Data Science by : Pieter Kubben

Download or read book Fundamentals of Clinical Data Science written by Pieter Kubben and published by Springer. This book was released on 2018-12-21 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book comprehensively covers the fundamentals of clinical data science, focusing on data collection, modelling and clinical applications. Topics covered in the first section on data collection include: data sources, data at scale (big data), data stewardship (FAIR data) and related privacy concerns. Aspects of predictive modelling using techniques such as classification, regression or clustering, and prediction model validation will be covered in the second section. The third section covers aspects of (mobile) clinical decision support systems, operational excellence and value-based healthcare. Fundamentals of Clinical Data Science is an essential resource for healthcare professionals and IT consultants intending to develop and refine their skills in personalized medicine, using solutions based on large datasets from electronic health records or telemonitoring programmes. The book’s promise is “no math, no code”and will explain the topics in a style that is optimized for a healthcare audience.

Data Management, Analytics and Innovation

Author : Neha Sharma
Publisher : Springer Nature
ISBN 13 : 9813299495
Total Pages : 727 pages
Book Rating : 4.8/5 (132 download)

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Book Synopsis Data Management, Analytics and Innovation by : Neha Sharma

Download or read book Data Management, Analytics and Innovation written by Neha Sharma and published by Springer Nature. This book was released on 2019-10-24 with total page 727 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest findings in the areas of data management and smart computing, big data management, artificial intelligence and data analytics, along with advances in network technologies. It addresses state-of-the-art topics and discusses challenges and solutions for future development. Gathering original, unpublished contributions by scientists from around the globe, the book is mainly intended for a professional audience of researchers and practitioners in academia and industry.

Harnessing the Power of AI: A Guide to Making Technology Work for You

Author : Roy Hope
Publisher : Richards Education
ISBN 13 :
Total Pages : 173 pages
Book Rating : 4./5 ( download)

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Book Synopsis Harnessing the Power of AI: A Guide to Making Technology Work for You by : Roy Hope

Download or read book Harnessing the Power of AI: A Guide to Making Technology Work for You written by Roy Hope and published by Richards Education. This book was released on with total page 173 pages. Available in PDF, EPUB and Kindle. Book excerpt: In a world increasingly driven by technology, understanding and harnessing the power of Artificial Intelligence (AI) has become paramount. "Harnessing the Power of AI: A Guide to Making Technology Work for You" offers a comprehensive exploration of AI from its fundamental concepts to its real-world applications and societal implications. From businesses seeking growth opportunities to healthcare professionals revolutionizing patient care, educators shaping the future of learning, and policymakers navigating the complexities of governance, AI has the potential to transform every facet of our lives. This book serves as a roadmap for individuals and organizations looking to navigate the AI landscape effectively. Covering topics such as AI basics, implementation strategies, industry-specific applications, ethical considerations, and the future of AI, this guide provides practical insights and actionable advice. Whether you're a seasoned professional or a curious newcomer, "Harnessing the Power of AI" equips you with the knowledge and tools needed to leverage AI effectively while ensuring ethical and responsible use. Discover how AI can enhance productivity, drive innovation, and solve complex challenges while navigating the ethical and societal implications of this transformative technology. With "Harnessing the Power of AI" as your companion, unlock the full potential of AI and make technology work for you.

Caring is Sharing — Exploiting the Value in Data for Health and Innovation

Author : M. Hägglund
Publisher : IOS Press
ISBN 13 : 1643683896
Total Pages : 1142 pages
Book Rating : 4.6/5 (436 download)

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Book Synopsis Caring is Sharing — Exploiting the Value in Data for Health and Innovation by : M. Hägglund

Download or read book Caring is Sharing — Exploiting the Value in Data for Health and Innovation written by M. Hägglund and published by IOS Press. This book was released on 2023-06-22 with total page 1142 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern information and communication technologies make it easier for individuals to be involved in their own health and social care. They also facilitate contact between individuals and service providers and deliver more efficient tools for healthcare staff. Artificial Intelligence (AI) promises to bring even more benefits in the future, with more effectiveness and the provision of decision support. This book presents the proceedings of the 33rd Medical Informatics Europe Conference, MIE2023, held in Gothenburg, Sweden, from 22 to 25 May 2023. The theme of MIE2023 was ‘Caring is Sharing – Exploiting Value in Data for Health and Innovation’, stressing the increasing importance of sharing digital-health data and the related challenges. The sharing of health data is developing rapidly, both in Europe and beyond, so the focus of the conference was on the enabling of trustworthy sharing of data to improve health. Topics covered include healthcare, community care, self-care, public health, and the innovation and development of future-proof digital-health solutions, and the almost 300 papers divided into 10 chapters also cover important advances in the sub domains of biomedical informatics: decision support systems, clinical information systems, clinical research informatics, knowledge management and representation, consumer health informatics, natural language processing, public health informatics, privacy, ethical and societal aspects among them. Describing innovative approaches to the collection, organization, analysis, and data-sharing related to health and wellbeing, the book contributes to the expertise required to take medical informatics to the next level, and will be of interest to all those working in the field.

Machine Learning in Cardiovascular Medicine

Author : Subhi J. Al'Aref
Publisher : Academic Press
ISBN 13 : 0128202742
Total Pages : 456 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Machine Learning in Cardiovascular Medicine by : Subhi J. Al'Aref

Download or read book Machine Learning in Cardiovascular Medicine written by Subhi J. Al'Aref and published by Academic Press. This book was released on 2020-11-20 with total page 456 pages. Available in PDF, EPUB and Kindle. 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