Classification of the Onset of Respiratory Difficulties in Ventilation Assisted Neonates

机译：通风中呼吸困难发作的分类辅助新生儿

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Intensive care units are designed to sustain the lives of the people being treated within them. However, often treatment decisions are made on a second by second basis and warning signs for other developing problems are missed. This paper describes a system which uses a multi-layer perceptron network to detect the deterioration in respiratory function of neonates who require artificial ventilation. It presents some results from the system and discusses the implications of using such a system in its current form.

机译：重症监护单位旨在维持在他们内部对待的人民的生活。然而，经常在第二次基础上进行治疗决策，并错过了其他发展问题的警告标志。本文介绍了一种系统，该系统使用多层的Perceptron网络来检测需要人工通风的新生儿的呼吸功能的恶化。它提出了系统的一些结果，并讨论了在其当前形式中使用这种系统的影响。

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《International work-conference on artificial and natural neural networks》|1997年||共10页
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Enna BRaithwaite; Jimmy Dripps; Andrew Lyon; Alan F.Murray;
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中图分类神经生理学;
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1. Efficacy study of pulmonary surfactant combined with assisted ventilation for acute respiratory distress syndrome management of term neonates [J] . Liu Jinfeng, Liu Gang, Wu Hongwei, Experimental and therapeutic medicine . 2017,第3aPta2期

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2. “Current concepts in assisted mechanical ventilation in the neonate” - Part 2: Understanding various modes of mechanical ventilation and recommendations for individualized disease-based approach in neonates [J] . Aravanan Anbu Chakkarapani, Roshan Adappa, Sanoj Karayil Mohammad Ali, International Journal of Pediatrics and Adolescent Medicine . 2020,第4期

机译：“新生儿辅助机械通风中的当前概念” - 第2部分：了解新生儿中个性化疾病的方法的各种机械通风模式和建议
3. The respiratory system during resuscitation: a review of the history, risk of infection during assisted ventilation, respiratory mechanics, and ventilation strategies for patients with an unprotected airway. [J] . Wenzel V, Idris AH, Dorges V, Resuscitation. . 2001,第2期

机译：复苏过程中的呼吸系统：回顾病史，辅助通气过程中的感染风险，呼吸力学以及无保护气道患者的通气策略。
4. Classification of the Onset of Respiratory Difficulties in Ventilation Assisted Neonates [C] . Enna BRaithwaite, Jimmy Dripps, Andrew Lyon, Biological and artificial computation : From neurosciene to technology . 1997

机译：通气辅助新生儿呼吸困难发作的分类
5. The Safety and Efficacy of Utilization of High-Frequency Ventilation During Transport of Neonates Suffering from Severe Respiratory Disease [D] . Oddi, Michelle. 2018

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6. Efficacy study of pulmonary surfactant combined with assisted ventilation for acute respiratory distress syndrome management of term neonates [O] . Jinfeng Liu, Gang Liu, Hongwei Wu, -1

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7. Neurally adjusted ventilatory assist compared to other forms of triggered ventilation for neonatal respiratory support [O] . Thomas E Rossor, Katie A Hunt, Sandeep Shetty, 2017

机译：与新生儿呼吸载体的其他形式的触发通气相比，神经调整的通气辅助

Classification of the Onset of Respiratory Difficulties in Ventilation Assisted Neonates

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