AIMC Topic: Blood Gas Analysis

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A New Time-Window Prediction Model For Traumatic Hemorrhagic Shock Based on Interpretable Machine Learning.

Shock (Augusta, Ga.) Jan 1, 2022
Early warning prediction of traumatic hemorrhagic shock (THS) can greatly reduce patient mortality and morbidity. We aimed to develop and validate models with different stepped feature sets to predict THS in advance. From the PLA General Hospital Eme...
Male Middle Aged Aged Adult Vital Signs Shock, Hemorrhagic Logistic Models Blood Gas Analysis Humans Machine Learning Algorithms Female
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[Research on algorithms for identifying the severity of acute respiratory distress syndrome patients based on noninvasive parameters].

Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi Jun 25, 2019
Acute respiratory distress syndrome (ARDS) is a serious threat to human life and health disease, with acute onset and high mortality. The current diagnosis of the disease depends on blood gas analysis results, while calculating the oxygenation index....
Humans Sensitivity and Specificity ROC Curve Machine Learning Algorithms Area Under Curve Blood Gas Analysis Monitoring, Physiologic Respiratory Distress Syndrome
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Quantification of Carbon Dioxide Removal at Low Sweep Gas and Blood Flows.

The journal of extra-corporeal technology Dec 1, 2017
Advancement in oxygenator membrane technology has further expanded the boundaries in the clinical application of extracorporeal carbon dioxide removal (ECCOR). Despite the advent of modern poly-4-methyl-1-pentene (PMP) membranes, limited information ...
Regional Blood Flow Hemodynamics Humans Carbon Dioxide Extracorporeal Membrane Oxygenation Extracorporeal Circulation Blood Gas Analysis
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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.
Central Venous Pressure Oximetry Resuscitation Retrospective Studies Lactic Acid Acute Kidney Injury Blood Gas Analysis Shock, Septic Humans Fluid Therapy Respiratory Distress Syndrome Intensive Care Units Arterial Pressure Prognosis Risk Factors
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Radial artery blood gas sampling: a randomized controlled trial of lidocaine local anesthesia.

Journal of evidence-based medicine Nov 1, 2015
BACKGROUND: Radial artery puncture is a common procedure and yet the role of local anesthesia for reducing the pain of this procedure continues to be debated. Clinical practice is variable and there is potential for substantial financial savings. Thi...
Anesthesia, Local Radial Artery Phlebotomy Anesthetics, Local Pain Punctures Blood Gas Analysis Middle Aged Humans Lidocaine Female Male
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[Effect of prone position ventilation on respiratory mechanics and prognosis in patients with acute respiratory distress syndrome concurrent with interstitial lung disease].

Zhonghua wei zhong bing ji jiu yi xue Oct 1, 2015
OBJECTIVE: To explore the effect of prone position ventilation (PPV) on respiratory mechanics and prognosis in patients with acute respiratory distress syndrome (ARDS) concurrent with interstitial lung disease (ILD).
Humans Blood Gas Analysis Respiratory Mechanics Prone Position Positive-Pressure Respiration Lung Diseases, Interstitial Prognosis Respiratory Distress Syndrome
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