Novel imaging revealing inner dynamics for cardiovascular waveform analysis via unsupervised manifold learning [PDF]
arXiv, 2019 Cardiovascular waveforms contain information for clinical diagnosis. By "learning" and organizing the subtle change of waveform morphology from large amounts of raw waveform data, unsupervised manifold learning helps delineate a high-dimensional structure and display it as a novel three-dimensional (3D) image.
arxiv
Automatic classification of multiple catheters in neonatal radiographs with deep learning [PDF]
arXiv, 2020 We develop and evaluate a deep learning algorithm to classify multiple catheters on neonatal chest and abdominal radiographs. A convolutional neural network (CNN) was trained using a dataset of 777 neonatal chest and abdominal radiographs, with a split of 81%-9%-10% for training-validation-testing, respectively.
arxiv
Turkish Journal of Anaesthesiology and ReanimationObjective: Air-Q intubating laryngeal airway (ILA) is associated with a 58-77% success rate in blind intubation. The newer laryngeal mask airway (LMA) blockbuster is specially designed to facilitate easier endotracheal intubation and may have a higher ...
Kavitha Girish +7 more
doaj +1 more source
Domain Adaptive Sim-to-Real Segmentation of Oropharyngeal Organs [PDF]
arXiv, 2023 Video-assisted transoral tracheal intubation (TI) necessitates using an endoscope that helps the physician insert a tracheal tube into the glottis instead of the esophagus. The growing trend of robotic-assisted TI would require a medical robot to distinguish anatomical features like an experienced physician which can be imitated by utilizing supervised
arxiv
Long-Term Complications of Tracheal Intubation [PDF]
, 2018 Endotracheal intubation is an intervention frequently performed in the hospital setting in order to protect the central airway and provide mechanical support of ventilation.
Stratakos, Grigoris K. +1 more
core +1 more source
Undersampling and Bagging of Decision Trees in the Analysis of Cardiorespiratory Behavior for the Prediction of Extubation Readiness in Extremely Preterm Infants [PDF]
arXiv, 2018 Extremely preterm infants often require endotracheal intubation and mechanical ventilation during the first days of life. Due to the detrimental effects of prolonged invasive mechanical ventilation (IMV), clinicians aim to extubate infants as soon as they deem them ready.
arxiv
A Distributed Augmented Reality System for Medical Training and Simulation [PDF]
Energy, Simulation-Training, Ocean Engineering and
Instrumentation: Research Papers of the Link Foundation Fellows (2004), Vol.
4, pp. 213-235, 2018 Augmented Reality (AR) systems describe the class of systems that use computers to overlay virtual information on the real world. AR environments allow the development of promising tools in several application domains. In medical training and simulation the learning potential of AR is significantly amplified by the capability of the system to present ...
arxiv
Tracheal suctioning improves gas exchange but not hemodynamics in asphyxiated lambs with meconium aspiration. [PDF]
, 2015 BackgroundCurrent neonatal resuscitation guidelines recommend tracheal suctioning of nonvigorous neonates born through meconium-stained amniotic fluid.MethodsWe evaluated the effect of tracheal suctioning at birth in 29 lambs with asphyxia induced by ...
Gugino, Sylvia F +7 more
core
Comparing the effect of using normal saline, N-acetyl cysteine and not using them in endotracheal tube suction on physiologic parameters and the amount of secretions in intubated patients under mechanical ventilation [PDF]
, 2014 Aims: Today a large number of patients hospitalized in Intensive Care Unit need mechanical ventilation via an artificial air way. Since these patients have endotracheal tube, endotracheal suctioning is necessary for increasing oxygenation, cleaning the ...
Akbaryan Deheki, N. +6 more
core
The Effect of Stress Inoculation Training on Endotracheal Intubation [PDF]
, 2020 Introduction Stressful situations pervade emergency medicine. Many studies demonstrate the deleterious impacts of stress on a physician’s immediate actions and lasting mental health.
Lambert, Alexandra P
core +1 more source