Results 51 to 60 of about 14,145 (193)
Forecasting Pressure Of Ventilator Using A Hybrid Deep Learning Model Built With Bi-LSTM and Bi-GRU To Simulate Ventilation [PDF]
A ventilator simulation system can make mechanical ventilation easier and more effective. As a result, predicting a patient's ventilator pressure is essential when designing a simulation ventilator. We suggested a hybrid deep learning-based approach to forecast required ventilator pressure for patients.
arxiv
Background and Objectives:Weaning a patient from mechanical ventilator is a critical step in the process of treatment at CCU which takes a long time of mechanical ventilation.
Mitra Khoobi+5 more
doaj
Noninvasive ventilation as a weaning-facilitating strategy [PDF]
Extubation of critically ill patients with cardiac dysfunction and/or hypercapnic chronic obstructive pulmonary disease are probably one of the most common causes of weaning failure. Both extubation delay and especially the need for reintubation are associated with poor outcomes and an increase in morbidity.
P Guijo González+7 more
openaire +2 more sources
SEPARATION OF MECHANICAL VENTILATION
The weaning from mechanical ventilation can be defined as the process of letting theventilator either directly or in stages. Indication of weaning from mechanicalventilation, seen from several parameters such as disease processes, PaO2, PEEP,FiO2, pH, Hb,
Ida Bagus Wisnu Parbawa Kusuma+1 more
doaj
Background Ventilator-associated pneumonia (VAP) is one of the most frequent infections with high mortality rates in intensive care units (ICUs) and the prediction of outcome is paramount in the decision-making process. Objective To assess the prognostic
Walid M. Kamel+3 more
doaj +1 more source
A Reinforcement Learning Approach to Weaning of Mechanical Ventilation in Intensive Care Units [PDF]
The management of invasive mechanical ventilation, and the regulation of sedation and analgesia during ventilation, constitutes a major part of the care of patients admitted to intensive care units. Both prolonged dependence on mechanical ventilation and premature extubation are associated with increased risk of complications and higher hospital costs,
arxiv
Ventilator use can reduce respiratory function, heighten infection risk, extend ventilator dependence, and, in severe cases, necessitate prolonged mechanical ventilation. Systematic weaning protocols can alleviate these issues, enhance breathing, and aid
Denissa Faradita Aryani+2 more
doaj +1 more source
Background Maximal inspiratory pressure (MIP) is used to assess respiratory muscle strength of patients with myasthenia gravis (MG) requiring ventilatory support. Electrical activity of the diaphragm (E-di) has been used to guide weaning.
Yukiko Koyama+3 more
doaj +1 more source
Objective We aimed to examine the risk factors and prognosis of nosocomial pneumonia (NP) during extracorporeal membrane oxygenation (ECMO). Methods We retrospectively analyzed data of patients who received ECMO at the Affiliated Hangzhou Hospital of ...
Jianrong Wang+5 more
doaj +1 more source
Motor and Sensory Function as a Predictor of Respiratory Function Associated With Ventilator Weaning After High Cervical Cord Injury [PDF]
Objective To analyze the respiratory function of high cervical cord injury according to ventilator dependence and to examine the correlations between diaphragm movement found on fluoroscopy and sensory and motor functions.
Tae Wan Kim+7 more
doaj +1 more source