Intelligence Based Cardiology And Cardiac Surgery

Author : Alfonso Limon,Louise Y Sun,Robert Brisk,Francisco Lopez- Jimenez
Publisher : Elsevier
Page : 542 pages
File Size : 50,7 Mb
Release : 2023-09-19
Category : Science
ISBN : 9780323906296

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Intelligence-Based Cardiology and Cardiac Surgery by Alfonso Limon,Louise Y Sun,Robert Brisk,Francisco Lopez- Jimenez Pdf

Intelligence-Based Cardiology and Cardiac Surgery: Artificial Intelligence and Human Cognition in Cardiovascular Medicine provides a comprehensive survey of artificial intelligence concepts and methodologies with real-life applications in cardiovascular medicine. Authored by a senior physician-data scientist, the book presents an intellectual and academic interface between the medical and data science domains. The book's content consists of basic concepts of artificial intelligence and human cognition applications in cardiology and cardiac surgery. This portfolio ranges from big data, machine and deep learning, cognitive computing and natural language processing in cardiac disease states such as heart failure, hypertension and pediatric heart care. The book narrows the knowledge and expertise chasm between the data scientists, cardiologists and cardiac surgeons, inspiring clinicians to embrace artificial intelligence methodologies, educate data scientists about the medical ecosystem, and create a transformational paradigm for healthcare and medicine. Covers a wide range of relevant topics from real-world data, large language models, and supervised machine learning to deep reinforcement and federated learning Presents artificial intelligence concepts and their applications in many areas in an easy-to-understand format accessible to clinicians and data scientists Discusses using artificial intelligence and related technologies with cardiology and cardiac surgery in a myriad of venues and situations Delineates the necessary elements for successfully implementing artificial intelligence in cardiovascular medicine for improved patient outcomes Presents the regulatory, ethical, legal, and financial issues embedded in artificial intelligence applications in cardiology

Author : David Taggart,Yasir Abu-Omar
Publisher : Oxford University Press, USA
Page : 289 pages
File Size : 52,8 Mb
Release : 2018-11-08
Category : Medical
ISBN : 9780198735465

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Core Concepts in Cardiac Surgery by David Taggart,Yasir Abu-Omar Pdf

The development of new techniques and the refinement of established procedures make cardiac surgery a fast-moving field. Core concepts in cardiac surgery has been developed to make it an invaluable textbook for the professional cardiac and cardiothoracic surgeon, covering both topical issuesand updates in cardiac surgery. This provides the practising cardiac surgeon with current updates in the field, and controversial issues that affect everyday practice.Written by an international team of renowned cardiac surgeons, each topic is split into a review of the current literature and then important technical details. Their wealth of professional experience has been distilled into tips and common pitfalls in practice throughout the book.Extensively illustrated with full-colour photographs and artwork to facilitate understanding of complex procedures, Core concepts in cardiac surgery is also available on a companion website, to allow the authors to update the text regularly to reflect developments in the discipline.

Author : Subhi J. Al'Aref,Gurpreet Singh,Lohendran Baskaran,Dimitri Metaxas
Publisher : Academic Press
Page : 456 pages
File Size : 47,5 Mb
Release : 2020-11-20
Category : Science
ISBN : 9780128202746

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Machine Learning in Cardiovascular Medicine by Subhi J. Al'Aref,Gurpreet Singh,Lohendran Baskaran,Dimitri Metaxas Pdf

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

Author : Anthony C. Chang
Publisher : Academic Press
Page : 549 pages
File Size : 54,9 Mb
Release : 2020-06-27
Category : Science
ISBN : 9780128233382

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Intelligence-Based Medicine by Anthony C. Chang Pdf

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 medical and the data science domains that is symmetric and balanced. The content consists of basic concepts of artificial intelligence and its real-life applications in a myriad of medical areas as well as medical and surgical subspecialties. It brings section summaries to emphasize key concepts delineated in each section; mini-topics authored by world-renowned experts in the respective key areas for their personal perspective; and a compendium of practical resources, such as glossary, references, best articles, and top companies. The goal of the book is to inspire clinicians to embrace the artificial intelligence methodologies as well as to educate data scientists about the medical ecosystem, in order to create a transformational paradigm for healthcare and medicine by using this emerging new technology. Covers a wide range of relevant topics from cloud computing, intelligent agents, to deep reinforcement learning and internet of everything Presents the concepts of artificial intelligence and its applications in an easy-to-understand format accessible to clinicians and data scientists Discusses how artificial intelligence can be utilized in a myriad of subspecialties and imagined of the future Delineates the necessary elements for successful implementation of artificial intelligence in medicine and healthcare

Author : David Riaño,Szymon Wilk,Annette ten Teije
Publisher : Springer
Page : 431 pages
File Size : 45,9 Mb
Release : 2019-06-19
Category : Computers
ISBN : 9783030216429

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Artificial Intelligence in Medicine by David Riaño,Szymon Wilk,Annette ten Teije Pdf

This book constitutes the refereed proceedings of the 17th Conference on Artificial Intelligence in Medicine, AIME 2019, held in Poznan, Poland, in June 2019. The 22 revised full and 31 short papers presented were carefully reviewed and selected from 134 submissions. The papers are organized in the following topical sections: deep learning; simulation; knowledge representation; probabilistic models; behavior monitoring; clustering, natural language processing, and decision support; feature selection; image processing; general machine learning; and unsupervised learning.

Author : Shah, Imdad Ali,Sial, Quratulain
Publisher : IGI Global
Page : 389 pages
File Size : 53,6 Mb
Release : 2024-04-26
Category : Medical
ISBN : 9798369323342

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Advances in Computational Intelligence for the Healthcare Industry 4.0 by Shah, Imdad Ali,Sial, Quratulain Pdf

In the dynamic environment of healthcare, the fusion of Computational Intelligence and Healthcare Industry 4.0 has enabled remarkable advancements in disease detection and analysis. However, a critical challenge persists – the limitations of current computational intelligence approaches in dealing with small sample sizes. This setback hampers the performance of these innovative models, hindering their potential impact on medical applications. As we stand at the crossroads of technological innovation and healthcare evolution, the need for a solution becomes paramount. Advances in Computational Intelligence for the Healthcare Industry 4.0 is a comprehensive guide addressing the very heart of this challenge. Designed for academics, researchers, healthcare professionals, and stakeholders in Healthcare Industry 4.0, this book serves as a source of innovation. It not only illuminates the complexities of computational intelligence in healthcare but also provides a roadmap for overcoming the limitations posed by small sample sizes. From fundamental principles to innovative concepts, this book offers a holistic perspective, shaping the future of healthcare through the lens of computational intelligence and Healthcare Industry 4.0.

Author : Steffen Erhard Petersen,Karim Lekadir,Alistair A. Young,Tim Leiner
Publisher : Frontiers Media SA
Page : 138 pages
File Size : 55,9 Mb
Release : 2020-10-09
Category : Medical
ISBN : 9782889660582

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Current and Future Role of Artificial Intelligence in Cardiac Imaging by Steffen Erhard Petersen,Karim Lekadir,Alistair A. Young,Tim Leiner Pdf

This eBook is a collection of articles from a Frontiers Research Topic. Frontiers Research Topics are very popular trademarks of the Frontiers Journals Series: they are collections of at least ten articles, all centered on a particular subject. With their unique mix of varied contributions from Original Research to Review Articles, Frontiers Research Topics unify the most influential researchers, the latest key findings and historical advances in a hot research area! Find out more on how to host your own Frontiers Research Topic or contribute to one as an author by contacting the Frontiers Editorial Office: frontiersin.org/about/contact.

Author : Chatterjee, Lagnajita,Gani, Nidhi
Publisher : IGI Global
Page : 315 pages
File Size : 51,7 Mb
Release : 2024-03-27
Category : Medical
ISBN : 9798369309292

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Multi-Sector Analysis of the Digital Healthcare Industry by Chatterjee, Lagnajita,Gani, Nidhi Pdf

In the wake of the digital healthcare revolution, a critical challenge has emerged: the lack of a comprehensive understanding stemming from fragmented research. Despite the industry's meteoric rise, existing literature often compartmentalizes insights, neglecting the intricate multi-sector collaborations that fuel its progress. This gap hinders scholars and industry professionals, leaving them with a myopic view of the digital healthcare landscape. The urgent need for a holistic exploration has never been more apparent. Multi-Sector Analysis of the Digital Healthcare Industry is a groundbreaking book that will uncover the complexities of digital healthcare with a panoramic lens. This carefully curated collection of cross-functional chapters is a beacon guiding academics and industry specialists through the difficulties of the industry's past, present, and future. With experts from fields spanning medicine, technology, business, and regulatory sectors, this book addresses the limitations of current research but serves as a compass for those seeking a more profound comprehension of digital healthcare's collaborative dynamics.

Author : Edward Shorter,Hugh E. Scully,Bernard S. Goldman
Publisher : University of Toronto Press
Page : 554 pages
File Size : 51,5 Mb
Release : 2022-03-01
Category : Medical
ISBN : 9781487526832

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The Heartbeat of Innovation by Edward Shorter,Hugh E. Scully,Bernard S. Goldman Pdf

Great innovations take place within great institutions. Founded in 1819, Toronto General Hospital (TGH) is one of Canada’s oldest hospitals and has created a nurturing environment for early Canadian innovations in heart surgery. The Heartbeat of Innovation tells the story of the brilliant surgeons who worked there and the hospital environment that provided an incubator to the many people – skilled perfusionists, dedicated nurses, and pioneering cardiologists – who participated in the revolution in heart surgery that took place along University Avenue in Toronto. Supported by historical records, hospital archives, personal memoirs, and interviews, this book is an extensive and descriptive account of the seemingly inexorable development of cardiac surgery at this leading academic health science centre. It pursues several themes: the complexity of this surgical specialty, its generally male-dominated nature, the trend toward teamwork in practice, and the evolution and incorporation of original research into this branch of healthcare. These strands are woven together to demonstrate how the TGH has evolved into such a dominant leader in the competitive and demanding field of cardiac surgery. Canadian hearts may beat with pride at the knowledge that one of the major stories in modern medicine took place here – and continues here.

Author : Chayakrit Krittanawong
Publisher : Elsevier
Page : 550 pages
File Size : 43,7 Mb
Release : 2023-09-29
Category : Computers
ISBN : 9780443156892

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Artificial Intelligence in Clinical Practice by Chayakrit Krittanawong Pdf

Artificial Intelligence in Clinical Practice: How AI Technologies Impact Medical Research and Clinics compiles current research on Artificial Intelligence within medical subspecialties, helping practitioners with diagnosis, clinical decision-making, disease prediction, prevention, and the facilitation of precision medicine. The book defines the basic concepts of big data and AI in medicine and highlights current applications, challenges, ethical issues, and biases. Each chapter discusses AI applied to a specific medical subspecialty, including primary care, preventive medicine, general internal medicine, radiology, pathology, infectious disease, gastroenterology, cardiology, hematology, oncology, dermatology, ophthalmology, mental health, neurology, pulmonary, critical care, rheumatology, surgery, and OB-GYN. This is a valuable resource for clinicians, students, researchers and members of medical and biomedical fields who are interested in learning more about artificial intelligence technologies and their applications in medicine. Provides the history and overview of the various modalities of AI and their applications within each field of medicine Discusses current AI-based medical research, including landmark trials within each field of medicine Addresses the current knowledge gaps that clinicians commonly face that prevent the application of AI-based research to clinical practice Encompasses examples of specific cases and discusses challenges and biases associated with AI

Author : Paul Leeson,Shane Nanayakkara,Pablo Lamata
Publisher : Frontiers Media SA
Page : 216 pages
File Size : 47,6 Mb
Release : 2022-08-08
Category : Medical
ISBN : 9782889767359

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Translating Artificial Intelligence Into Clinical Use Within Cardiology by Paul Leeson,Shane Nanayakkara,Pablo Lamata Pdf

Author : Kishor Kumar Sadasivuni,Hassen M. Ouakad,Somaya Al-Maadeed,Huseyin C. Yalcin,Issam Bait Bahadur
Publisher : John Wiley & Sons
Page : 356 pages
File Size : 43,7 Mb
Release : 2022-04-04
Category : Medical
ISBN : 9781119813019

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Predicting Heart Failure by Kishor Kumar Sadasivuni,Hassen M. Ouakad,Somaya Al-Maadeed,Huseyin C. Yalcin,Issam Bait Bahadur Pdf

PREDICTING HEART FAILURE Predicting Heart Failure: Invasive, Non-Invasive, Machine Learning and Artificial Intelligence Based Methods focuses on the mechanics and symptoms of heart failure and various approaches, including conventional and modern techniques to diagnose it. This book also provides a comprehensive but concise guide to all modern cardiological practice, emphasizing practical clinical management in many different contexts. Predicting Heart Failure supplies readers with trustworthy insights into all aspects of heart failure, including essential background information on clinical practice guidelines, in-depth, peer-reviewed articles, and broad coverage of this fast-moving field. Readers will also find: Discussion of the main characteristics of cardiovascular biosensors, along with their open issues for development and application Summary of the difficulties of wireless sensor communication and power transfer, and the utility of artificial intelligence in cardiology Coverage of data mining classification techniques, applied machine learning and advanced methods for estimating HF severity and diagnosing and predicting heart failure Discussion of the risks and issues associated with the remote monitoring system Assessment of the potential applications and future of implantable and wearable devices in heart failure prediction and detection Artificial intelligence in mobile monitoring technologies to provide clinicians with improved treatment options, ultimately easing access to healthcare by all patient populations. Providing the latest research data for the diagnosis and treatment of heart failure, Predicting Heart Failure: Invasive, Non-Invasive, Machine Learning and Artificial Intelligence Based Methods is an excellent resource for nurses, nurse practitioners, physician assistants, medical students, and general practitioners to gain a better understanding of bedside cardiology.

Author : Sebastian Kelle,Rene M. Botnar,Marcus R. Makowski,Daniel Rueckert,Alexander Meyer
Publisher : Frontiers Media SA
Page : 221 pages
File Size : 54,9 Mb
Release : 2023-05-17
Category : Medical
ISBN : 9782832523704

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Quantitative imaging (QI) and artificial intelligence (AI) in cardiovascular diseases by Sebastian Kelle,Rene M. Botnar,Marcus R. Makowski,Daniel Rueckert,Alexander Meyer Pdf

Author : Theo Kofidis
Publisher : CRC Press
Page : 877 pages
File Size : 40,8 Mb
Release : 2021-02-09
Category : Medical
ISBN : 9781498736497

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Minimally Invasive Cardiac Surgery by Theo Kofidis Pdf

Minimally invasive cardiac surgery(MICS) is an integral component of every future cardiac surgeon’s training. There continues to be a growing global demand towards less invasive surgical techniques. Both cardiologist and cardiac surgeon form "heart teams" to provide patients with novel, minimally invasive procedures, with all their benefits. Less invasive techniques are often complex and require special knowhow and skills. This book offers an innovative approach to learning, utilizing QR code technology, which refers the reader to essential audio-visual material, which, along with the didactic text, focuses on practical aspects of minimally invasive cardiac surgery. In modern Heart Teams, and with the advent of the hybrid era, surgeons will only be able to survive if they have state-of-the-art skills in less invasive technologies, which can be incorporated in the hybrid theatre and/or trans-catheter arena. This text accompanies the surgeon along this path, and provides clinical advice and practical solutions, beyond the necessary basic knowledge. Which courses to visit, which videos to watch, which centres to join for serious training? How best to exploit public and multimedia? How to consent a patient into a MICS procedure? How to set up a MICS program or practice? In the era of value driven outcomes, and a shift towards shorter and better patient journeys, MICS is a skill that no heart surgeon can be without. Minimally Invasive Cardiac Surgery: A Practical Guide is a teaching resource, reference book and manual written by surgeons who both operate and teach the procedures described within. Provides access to online resources via QR codes Includes links to videos and the e-version of the text Acts as a gateway to a huge choice of minimally invasive cardiac surgery materials

Author : Sunil K. Ohri,Augustine T.M. Tang,Larry W. Stephenson
Publisher : CRC Press
Page : 375 pages
File Size : 46,7 Mb
Release : 2004-11-29
Category : Medical
ISBN : 9780203505502

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Key Topics in Cardiac Surgery by Sunil K. Ohri,Augustine T.M. Tang,Larry W. Stephenson Pdf

Key Topics in Cardiac Surgery includes every current topic central to the modern practice of cardiac surgery. The systematic and structured format of the book make it an ideal revision aid for postgraduate trainees in cardiac surgery preparing for certification and fellowship examination. To ensure the content is suitable for this purpose, each top