Introduction Targeted oxygenation protocols in mechanically ventilated patients are critical in avoiding the deleterious effects of hypoxaemia and hyperoxaemia. Peripheral oxygen saturation (SpO2) is ...

This project aims to predict PaO2 values based on SpO2 and other patient data. The dataset used are extracted from MIMIC III database. There are two scripts in this project: Regressor: Predict PaO2 ...

Introduction Hypoxic challenge test consisting of breathing 15% FiO2 for 20 min with blood gas measurements is recommended by BTS guidelines for the assessment of the requirement for in-flight oxygen.

Chronic obstructive pulmonary disease (COPD) is globally the third leading cause of death, causing 3.23 million deaths in 2019. Most feasible way to measure oxygen saturation is by pulse oximetry ...

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The gold standard for determining arterial blood gas levels is actually measuring arterial blood samples with a blood gas machine to get information on the arterial oxygen partial pressure (PaO2), pH ...