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Updated: May 7, 2026

Assessment and Evaluation of the High Risk Neonate: The NICU Network Neurobehavioral Scale
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Assessment and Evaluation of the High Risk Neonate: The NICU Network Neurobehavioral Scale

Published on: August 25, 2014

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在罗宾序列的婴儿中预测新生儿呼吸暂停和呼吸暂停,使用时间序列的神经添加模型

Julius Vetter1,2, Kathleen Lim3,4, Tjeerd M H Dijkstra5,6

  • 1Machine Learning in Science, University of Tübingen and Tübingen AI Center, Tübingen, Germany.

PLOS digital health
|December 13, 2024
PubMed
概括

这项研究引入了一个可解释的AI模型来预测新生儿呼吸暂停和呼吸暂停,帮助风险婴儿的早期干预. 该模型达到0.80 AuROC,识别呼吸不规则和SpO2下降作为关键预测指标.

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相关概念视频

Neural Control of Respiration01:18

Neural Control of Respiration

The neural regulation of respiration is a meticulously coordinated process primarily controlled by the respiratory centers located within the brainstem. These centers, composed of specialized neurons, transmit nerve impulses that control the contraction and relaxation of our respiratory muscles.
Respiratory Centers in the Brainstem
Two primary areas comprise the respiratory center: the medullary respiratory center in the medulla oblongata and the pontine respiratory group in the pons. The...