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人工智能在新生儿重症监护病房的应用:现在正是时候。

Artificial intelligence in the neonatal intensive care unit: the time is now.

机构信息

Department of Neonatology, Beth Israel Deaconess Medical Center, Boston, MA, USA.

Division of Newborn Medicine, Department of Pediatrics Boston Children's Hospital, Boston, MA, USA.

出版信息

J Perinatol. 2024 Jan;44(1):131-135. doi: 10.1038/s41372-023-01719-z. Epub 2023 Jul 13.

Abstract

Artificial intelligence (AI) has the potential to revolutionize the neonatal intensive care unit (NICU) care by leveraging the large-scale, high-dimensional data that are generated by NICU patients. There is an emerging recognition that the confluence of technological progress, commercialization pathways, and rich data sets provides a unique opportunity for AI to make a lasting impact on the NICU. In this perspective article, we discuss four broad categories of AI applications in the NICU: imaging interpretation, prediction modeling of electronic health record data, integration of real-time monitoring data, and documentation and billing. By enhancing decision-making, streamlining processes, and improving patient outcomes, AI holds the potential to transform the quality of care for vulnerable newborns, making the excitement surrounding AI advancements well-founded and the potential for significant positive change stronger than ever before.

摘要

人工智能(AI)有可能通过利用新生儿重症监护病房(NICU)患者生成的大规模、高维数据来彻底改变 NICU 的护理方式。人们越来越认识到,技术进步、商业化途径和丰富数据集的融合为 AI 对 NICU 产生持久影响提供了独特的机会。在这篇观点文章中,我们讨论了 NICU 中人工智能的四个广泛应用领域:影像解读、电子病历数据的预测建模、实时监测数据的整合以及文档和计费。通过增强决策、简化流程和改善患者预后,人工智能有可能改变脆弱新生儿的护理质量,使其成为有充分依据的兴奋点,并且比以往任何时候都更有潜力带来重大积极变革。

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