[Healthcare 4.0-Medicine in transition].

IF 1.1 4区 医学 Q4 CARDIAC & CARDIOVASCULAR SYSTEMS Herz Pub Date : 2024-10-01 Epub Date: 2024-08-08 DOI:10.1007/s00059-024-05267-w
Steffen Roßkopf, Benjamin Meder
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Abstract

Healthcare 4.0 describes the future transformation of the healthcare sector driven by the combination of digital technologies, such as artificial intelligence (AI), big data and the Internet of Medical Things, enabling the advancement of precision medicine. This overview article addresses various areas such as large language models (LLM), diagnostics and robotics, shedding light on the positive aspects of Healthcare 4.0 and showcasing exciting methods and application examples in cardiology. It delves into the broad knowledge base and enormous potential of LLMs, highlighting their immediate benefits as digital assistants or for administrative tasks. In diagnostics, the increasing usefulness of wearables is emphasized and an AI for predicting heart filling pressures based on cardiac magnetic resonance imaging (MRI) is introduced. Additionally, it discusses the revolutionary methodology of a digital simulation of the physical heart (digital twin). Finally, it addresses both regulatory frameworks and a brief vision of data-driven healthcare delivery, explaining the need for investments in technical personnel and infrastructure to achieve a more effective medicine.

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[医疗保健 4.0--转型中的医疗]。
医疗保健 4.0 描述了在人工智能 (AI)、大数据和医疗物联网等数字技术的共同推动下,医疗保健领域的未来变革,从而促进精准医疗的发展。这篇综述文章探讨了大语言模型(LLM)、诊断和机器人技术等多个领域,揭示了医疗保健 4.0 的积极方面,并展示了心脏病学中令人兴奋的方法和应用实例。报告深入探讨了大型语言模型的广泛知识基础和巨大潜力,强调了其作为数字助理或行政任务的直接优势。在诊断方面,报告强调了可穿戴设备日益增长的实用性,并介绍了基于心脏磁共振成像(MRI)预测心脏充盈压的人工智能。此外,报告还讨论了对物理心脏进行数字模拟(数字孪生)的革命性方法。最后,报告还讨论了监管框架和数据驱动型医疗服务的简要愿景,解释了对技术人员和基础设施进行投资以实现更有效医疗的必要性。
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来源期刊
Herz
Herz 医学-心血管系统
CiteScore
3.00
自引率
5.90%
发文量
61
审稿时长
4-8 weeks
期刊介绍: Herz is the high-level journal for further education for all physicians interested in cardiology. The individual issues of the journal each deal with specific topics and comprise review articles in English and German written by competent and esteemed authors. They provide up-to-date and comprehensive information concerning the speciality dealt with in the issue. Due to the fact that all relevant aspects of the pertinent topic of an issue are considered, an overview of the current status and progress in cardiology is presented. Reviews and original articles round off the spectrum of information provided.
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