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Frontiers

Veno-venous ECMO-assisted orthopedic stabilization for polytrauma with severe ARDS and refractory hypoxemia: a case report

This case report describes the successful integration of veno-venous extracorporeal membrane oxygenation (VV-ECMO) with physiologically optimized fracture fixation in a critically ill polytrauma ...
Frontiers

Comparing the performance of radiomics, nomograms, machine learning, and large language models in predicting 28-day mortality in severe community-acquired pneumonia patients

1 Fujian Medical University Xiamen Hong’ai Hospital, Xiamen, China 2 Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China Background: Severe community-acquired pneumonia ...
IEEE

Maintaining Blood Oxygen Saturation Level with a Deep Learning Neural Network Model Using Real-Patient Data

Abstract: In times of pandemics, mechanical ventilators are indispensable for delivering controlled inspired oxygen (FiO2) to maintain appropriate blood oxygen saturation levels (SaO2). Abrupt drops ...
IEEE

A Simple Front-End for Pulse Oximeters With a Direct Light-to-Time-to-Digital Interface Circuit

Abstract: Pulse oximeters are electronic devices that provide the values of two physiological parameters: heart rate (HR) and functional O2 saturation, SpO2. Acquiring this information requires a ...