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Updated: Jan 16, 2026

Cutoff Value of Phase Angle by Bioelectrical Impedance Analysis at Admission as a Prognostic Factor in Patients with Acute Heart Failure
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Cutoff Value of Phase Angle by Bioelectrical Impedance Analysis at Admission as a Prognostic Factor in Patients with Acute Heart Failure

Published on: June 10, 2025

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对于急性住院病人的恶化,只有生命体征的机器学习模型:一项回顾性多中心研究

Santiago Romero-Brufau1,2, Radit Smunyahirun3, Timothée Filhol3

  • 1Department of Otolaryngology, Head and Neck Surgery, SW Rochester, MN.

Mayo Clinic proceedings. Innovations, quality & outcomes
|October 2, 2025
PubMed
概括

一个新的机器学习模型使用生命体征准确预测患者的临床恶化. 这种与监控设备兼容的预测模型旨在通过更早地识别有风险的人来减少虚假警报并改善患者护理.

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Following these guidelines can help nurses accurately measure vital signs, assess changes in patient conditions, and provide timely treatment when necessary. Adhering closely to the guidelines ensures the accuracy and reliability of the results.
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Pulse rhythm refers to the pattern of pulsations within specific intervals, offering valuable insights into the regularity or irregularity of the heart's beats as observed through the pattern of pulsation within specific intervals. A regular pulse exhibits a consistent heart rate with uniform waveforms and pulsation force, variations of which can be classified as normal, weak, or bounding.
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