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Futuristic biosensors for cardiac health care: an artificial intelligence approach

机译:用于心脏保健的未来生物传感器:一种人工智能方法

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摘要

Biosensor-based devices are pioneering in the modern biomedical applications and will be the future of cardiac health care. The coupling of artificial intelligence (AI) for cardiac monitoring-based biosensors for the point of care (POC) diagnostics is prominently reviewed here. This review deciphers the most significant machine-learning algorithms for the futuristic biosensors along with the internet of things, computational techniques and microchip-based essential cardiac biomarkers for real-time health monitoring and improving patient compliance. The present review also discusses the recently developed cardiac biosensors along with technical strategies involved in their mechanism of working and their applications in healthcare. Additionally, it provides a key for the ontogeny of an effective and supportive hierarchical protocol for clinical decision-making about personalized medicine through combinatory information analysis, and integrated multidisciplinary AI approaches.
机译:基于生物传感器的设备是现代生物医学应用的先锋,并将成为心脏保健的未来。此处重点回顾了基于心脏监测的生物传感器(POC)诊断的人工智能(AI)的耦合。这篇评论解释了未来生物传感器的最重要的机器学习算法,以及物联网,计算技术和基于微芯片的基本心脏生物标志物,用于实时健康监测和改善患者依从性。本综述还讨论了最近开发的心脏生物传感器,以及涉及其工作机制及其在医疗保健中的应用的技术策略。此外,它通过组合信息分析和集成的多学科AI方法,为有关个性化药物的临床决策制定有效且支持性的分层协议的本体提供了关键。

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