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The Heart and Artificial Intelligence—How Can We Improve Medicine Without Causing Harm

PURPOSE OF REVIEW: The introduction of Artificial Intelligence into the healthcare system offers enormous opportunities for biomedical research, the improvement of patient care, and cost reduction in high-end medicine. Digital concepts and workflows are already playing an increasingly important role...

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Detalles Bibliográficos
Autores principales: Reich, Christoph, Meder, Benjamin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10250175/
https://www.ncbi.nlm.nih.gov/pubmed/37291432
http://dx.doi.org/10.1007/s11897-023-00606-0
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author Reich, Christoph
Meder, Benjamin
author_facet Reich, Christoph
Meder, Benjamin
author_sort Reich, Christoph
collection PubMed
description PURPOSE OF REVIEW: The introduction of Artificial Intelligence into the healthcare system offers enormous opportunities for biomedical research, the improvement of patient care, and cost reduction in high-end medicine. Digital concepts and workflows are already playing an increasingly important role in cardiology. The fusion of computer science and medicine offers great transformative potential and enables enormous acceleration processes in cardiovascular medicine. RECENT FINDINGS: As medical data becomes smart, it is also becoming more valuable and vulnerable to malicious actors. In addition, the gap between what is technically possible and what is allowed by privacy legislation is growing. Principles of the General Data Protection Regulation that have been in force since May 2018, such as transparency, purpose limitation, and data minimization, seem to hinder the development and use of Artificial Intelligence. SUMMARY: Concepts to secure data integrity and incorporate legal and ethical principles can help to avoid the potential risks of digitization and may result in an European leadership in regard to privacy protection and AI. The following review provides an overview of relevant aspects of Artificial Intelligence and Machine Learning, highlights selected applications in cardiology, and discusses central ethical and legal considerations.
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spelling pubmed-102501752023-06-12 The Heart and Artificial Intelligence—How Can We Improve Medicine Without Causing Harm Reich, Christoph Meder, Benjamin Curr Heart Fail Rep Article PURPOSE OF REVIEW: The introduction of Artificial Intelligence into the healthcare system offers enormous opportunities for biomedical research, the improvement of patient care, and cost reduction in high-end medicine. Digital concepts and workflows are already playing an increasingly important role in cardiology. The fusion of computer science and medicine offers great transformative potential and enables enormous acceleration processes in cardiovascular medicine. RECENT FINDINGS: As medical data becomes smart, it is also becoming more valuable and vulnerable to malicious actors. In addition, the gap between what is technically possible and what is allowed by privacy legislation is growing. Principles of the General Data Protection Regulation that have been in force since May 2018, such as transparency, purpose limitation, and data minimization, seem to hinder the development and use of Artificial Intelligence. SUMMARY: Concepts to secure data integrity and incorporate legal and ethical principles can help to avoid the potential risks of digitization and may result in an European leadership in regard to privacy protection and AI. The following review provides an overview of relevant aspects of Artificial Intelligence and Machine Learning, highlights selected applications in cardiology, and discusses central ethical and legal considerations. Springer US 2023-06-09 2023 /pmc/articles/PMC10250175/ /pubmed/37291432 http://dx.doi.org/10.1007/s11897-023-00606-0 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
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Reich, Christoph
Meder, Benjamin
The Heart and Artificial Intelligence—How Can We Improve Medicine Without Causing Harm
title The Heart and Artificial Intelligence—How Can We Improve Medicine Without Causing Harm
title_full The Heart and Artificial Intelligence—How Can We Improve Medicine Without Causing Harm
title_fullStr The Heart and Artificial Intelligence—How Can We Improve Medicine Without Causing Harm
title_full_unstemmed The Heart and Artificial Intelligence—How Can We Improve Medicine Without Causing Harm
title_short The Heart and Artificial Intelligence—How Can We Improve Medicine Without Causing Harm
title_sort heart and artificial intelligence—how can we improve medicine without causing harm
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10250175/
https://www.ncbi.nlm.nih.gov/pubmed/37291432
http://dx.doi.org/10.1007/s11897-023-00606-0
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