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Artificial intelligence in pediatric intensive care: unlocking integrated monitoring for autonomic nervous system dysregulation.

作者信息

Simms Brian, Kandil Sarah B

机构信息

Yale New Haven Children's Hospital, New Haven, CT, USA.

Yale University, School of Medicine, New Haven, CT, USA.

出版信息

Pediatr Res. 2025 May 28. doi: 10.1038/s41390-025-04158-y.

DOI:10.1038/s41390-025-04158-y
PMID:40437255
Abstract
摘要

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本文引用的文献

1
Artificial Intelligence in Pediatric Emergency Medicine: Applications, Challenges, and Future Perspectives.人工智能在儿科急诊医学中的应用、挑战及未来展望
Biomedicines. 2024 May 30;12(6):1220. doi: 10.3390/biomedicines12061220.
2
Future of neurocritical care: Integrating neurophysics, multimodal monitoring, and machine learning.神经重症监护的未来:整合神经物理学、多模态监测与机器学习。
World J Crit Care Med. 2024 Jun 9;13(2):91397. doi: 10.5492/wjccm.v13.i2.91397.
3
The use of machine learning and artificial intelligence within pediatric critical care.
机器学习和人工智能在儿科重症监护中的应用。
Pediatr Res. 2023 Jan;93(2):405-412. doi: 10.1038/s41390-022-02380-6. Epub 2022 Nov 14.
4
Machine learning model for early prediction of acute kidney injury (AKI) in pediatric critical care.机器学习模型在儿科重症监护中对急性肾损伤(AKI)的早期预测。
Crit Care. 2021 Aug 10;25(1):288. doi: 10.1186/s13054-021-03724-0.
5
The autonomic nervous system in septic shock and its role as a future therapeutic target: a narrative review.脓毒性休克中的自主神经系统及其作为未来治疗靶点的作用:一篇叙述性综述。
Ann Intensive Care. 2021 May 17;11(1):80. doi: 10.1186/s13613-021-00869-7.
6
Development of a Heart Rate Variability Risk Score to Predict Organ Dysfunction and Death in Critically Ill Children.开发心率变异性风险评分以预测危重症儿童的器官功能障碍和死亡。
Pediatr Crit Care Med. 2021 Aug 1;22(8):e437-e447. doi: 10.1097/PCC.0000000000002707.
7
Autonomic Nervous System Dysfunction in Pediatric Sepsis.小儿脓毒症中的自主神经系统功能障碍
Front Pediatr. 2018 Oct 9;6:280. doi: 10.3389/fped.2018.00280. eCollection 2018.
8
Autonomic dysfunction in the neurological intensive care unit.神经重症监护病房的自主神经功能障碍。
Clin Auton Res. 2019 Jun;29(3):301-311. doi: 10.1007/s10286-018-0545-8. Epub 2018 Jul 18.
9
Characterization of Brain-Heart Interactions in a Rodent Model of Sepsis.脓毒症啮齿动物模型中脑-心相互作用的特征描述
Mol Neurobiol. 2017 Jul;54(5):3745-3752. doi: 10.1007/s12035-016-9941-z. Epub 2016 May 26.