Multitask multilayer-prediction model for predicting mechanical ventilation and the associated mortality rate
Mechanical ventilation (MV) is a crucial intervention in the intensive care unit (ICU) for
severely ill patients. However, it can potentially contribute to lung damage due to the …
severely ill patients. However, it can potentially contribute to lung damage due to the …
DBNet: a novel deep learning framework for mechanical ventilation prediction using electronic health records
The outbreak of the Coronavirus disease (COVID-19) pandemic has caused millions of
deaths and put immense pressure on the health care system, especially the supply of …
deaths and put immense pressure on the health care system, especially the supply of …
Development of a hybrid LSTM with chimp optimization algorithm for the pressure ventilator prediction
The utilization of mechanical ventilation is of utmost importance in the management of
individuals afflicted with severe pulmonary conditions. During periods of a pandemic, it …
individuals afflicted with severe pulmonary conditions. During periods of a pandemic, it …
Predicting multiple sclerosis disease severity with multimodal deep neural networks
Multiple Sclerosis (MS) is a chronic disease developed in human brain and spinal cord,
which can cause permanent damage or deterioration of the nerves. The severity of MS …
which can cause permanent damage or deterioration of the nerves. The severity of MS …
Optimizing control of IOT device using traditional machine learning models and deep neural networks
P Meena, P Sharma, K Sharma - 2022 6th International …, 2022 - ieeexplore.ieee.org
With the increasing threat of Covid-19 and now omicron infection across the world among
people, there has been a significant surge in the demand for a fully-automated, self …
people, there has been a significant surge in the demand for a fully-automated, self …
A novel approach to optimize LSTM Hyperparameter using the Chimp Optimization Algorithm for the Pressure Ventilator Prediction
Mechanical ventilation plays a vital role in the treatment of patients suffering from severe
lung disease. In times of a pandemic, it becomes crucial to develop ventilators that can …
lung disease. In times of a pandemic, it becomes crucial to develop ventilators that can …