[Artificial intelligence in cardiology: the new HAL 9000?]

IF 1.5 Q4 CARDIAC & CARDIOVASCULAR SYSTEMS
Marco Bernardi, Luigi Spadafora, Laura Adelaide Dalla Vecchia, Roberto Franco Enrico Pedretti, Sabrina Cenciarelli, Giuseppe Biondi Zoccai, Francesco Versaci
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引用次数: 0

Abstract

Artificial intelligence (AI) is rapidly transforming the world, and medicine is at the forefront of this revolution. In cardiology, AI is increasingly providing innovative tools for diagnosis, risk stratification, interventional planning, and personalized care. From automated interpretation of ECGs and cardiovascular imaging to integration into interventional workflows and predictive models, AI is emerging as a powerful ally for both clinicians and researchers. However, its implementation also raises critical ethical, legal, and regulatory challenges that require transparency, independent validation, and multidisciplinary governance. This review explores the potential and limitations of AI in cardiovascular medicine, with a focus on emerging technologies, their clinical implications, and the growing role of generative tools such as ChatGPT in scientific research. Much like HAL 9000, AI can enhance human capabilities - but only under vigilant oversight to prevent uncontrolled drifts. The future of cardiology will undoubtedly be more digital, but must remain fundamentally human.

心脏病学中的人工智能:新的HAL 9000?]
人工智能(AI)正在迅速改变世界,而医学处于这场革命的最前沿。在心脏病学领域,人工智能越来越多地为诊断、风险分层、介入计划和个性化护理提供创新工具。从心电图和心血管成像的自动解释到介入工作流程和预测模型的集成,人工智能正在成为临床医生和研究人员的强大盟友。然而,它的实施也提出了关键的道德、法律和监管挑战,这些挑战需要透明度、独立验证和多学科治理。这篇综述探讨了人工智能在心血管医学中的潜力和局限性,重点关注新兴技术、它们的临床意义,以及ChatGPT等生成工具在科学研究中的日益重要的作用。就像HAL 9000一样,人工智能可以增强人类的能力,但只有在警惕的监督下才能防止失控的漂移。心脏病学的未来无疑将更加数字化,但必须从根本上保持人性化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Giornale italiano di cardiologia
Giornale italiano di cardiologia CARDIAC & CARDIOVASCULAR SYSTEMS-
CiteScore
1.10
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