AIMC Topic: Embolism, Air
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Deep Learning-Based Venous Gas Emboli Grade Classification in Doppler Ultrasound Audio Recordings.
IEEE transactions on bio-medical engineering
Apr 20, 2023
OBJECTIVE: Doppler ultrasound (DU) is used to detect venous gas emboli (VGE) post dive as a marker of decompression stress for diving physiology research as well as new decompression procedure validation to minimize decompression sickness risk. In th...
Neural network-based modeling of the number of microbubbles generated with four circulation factors in cardiopulmonary bypass.
Scientific reports
Jan 12, 2021
The need for the estimation of the number of microbubbles (MBs) in cardiopulmonary bypass surgery has been recognized among surgeons to avoid postoperative neurological complications. MBs that exceed the diameter of human capillaries may cause endoth...
An In-Vitro Study Comparing the GME Handling of Two Contemporary Oxygenators.
The journal of extra-corporeal technology
Dec 1, 2017
Gaseous microemboli (GME) are a potential complication of cardiopulmonary bypass (CPB). Though it is difficult to prove that GME is the only major cause of neurological deficits, it may increase the chance of post-operative cognitive dysfunction if n...
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