AIMC Topic: Oximetry

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Convolutional Neural Networks to Detect Pediatric Apnea-Hypopnea Events from Oximetry.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2019
Pediatric sleep apnea-hypopnea syndrome (SAHS) is a highly prevalent breathing disorder that is related to many negative consequences for the children's health and quality of life when it remains untreated. The gold standard for pediatric SAHS diagno...
Neural Networks, Computer Quality of Life Humans Polysomnography Oximetry Sleep Apnea Syndromes Child
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Using Supervised Machine Learning to Classify Real Alerts and Artifact in Online Multisignal Vital Sign Monitoring Data.

Critical care medicine Jul 1, 2016
OBJECTIVE: The use of machine-learning algorithms to classify alerts as real or artifacts in online noninvasive vital sign data streams to reduce alarm fatigue and missed true instability.
Blood Pressure Determination Monitoring, Physiologic Cohort Studies Humans Respiratory Rate Vital Signs Oximetry Clinical Alarms Heart Rate Artifacts Supervised Machine Learning
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[The curative effect analysis of continuous positive airway pressure combined with modified oral appliance in the treatment of severe OSAHS].

Lin chuang er bi yan hou tou jing wai ke za zhi = Journal of clinical otorhinolaryngology head and neck surgery Dec 1, 2015
OBJECTIVE: To evaluate the curative effect of continuous positive airway pressure(CPAP) combined with modified oral appliance (MOA) in the treatment of severe OSAHS.
Male Continuous Positive Airway Pressure Sleep Oximetry Humans Sleep Apnea, Obstructive
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[Improvement effect of early goal-directed therapy on the prognosis in patients with septic shock].

Zhonghua wei zhong bing ji jiu yi xue Nov 1, 2015
OBJECTIVE: To evaluate the effect of the early goal-directed therapy (EGDT) on mortality in patients with septic shock, and to analyze the risk factors of mortality.
Respiratory Distress Syndrome Resuscitation Fluid Therapy Oximetry Shock, Septic Lactic Acid Blood Gas Analysis Acute Kidney Injury Prognosis Humans Arterial Pressure Retrospective Studies Central Venous Pressure Risk Factors Intensive Care Units
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[Esmolol improves clinical outcome and tissue oxygen metabolism in patients with septic shock through controlling heart rate].

Zhonghua wei zhong bing ji jiu yi xue Sep 1, 2015
OBJECTIVE: To investigate whether esmolol could improve clinical outcome and tissue oxygen metabolism by controlling heart rate (HR) in patients with septic shock.
Oximetry Propanolamines Central Venous Pressure Norepinephrine Arterial Pressure Heart Rate Shock, Septic Oxygen Length of Stay Intensive Care Units Prospective Studies Hemodynamics Stroke Volume Humans
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