Abnormal respiratory patterns classifier may contribute to large-scale screening of people infected with COVID-19 in an accurate and unobtrusive manner
Citations
1,040 citations
Cites background from "Abnormal respiratory patterns class..."
...more infected than women and that there is no death in children between the ages of 0-9 [6]. Respiratory rates of cases with COVID-19 pneumonia have been shown to be faster compared to healthy people [9]. Even in many developed countries, the health system has come to the point of collapse due to the increasing demand for intensive care units simultaneously. Intensive care units are filled with patie...
[...]
769 citations
451 citations
Cites background from "Abnormal respiratory patterns class..."
...In the present typical situation, most of the problems are arising because the non-effective reachability to the patients, which is the second most considerable issue after the concern of vaccine development [3, 4] ....
[...]
317 citations
315 citations
References
72,897 citations
"Abnormal respiratory patterns class..." refers background in this paper
...Long-Short Term Memory (LSTM) is an important variant network of RNN, and can solve the problem of long training time of RNN and long-term memory loss in long sequences [18]....
[...]
20,027 citations
19,998 citations
14,077 citations
10,264 citations
"Abnormal respiratory patterns class..." refers background in this paper
...Recurrent Neural Network (RNN) is a neural network model, and is very suitable for sequential data modeling [17]....
[...]