Authors :
V.Suganthi; Dr. M. Punithavalli
Volume/Issue :
Volume 7 - 2022, Issue 3 - March
Google Scholar :
https://bit.ly/3IIfn9N
Scribd :
https://bit.ly/3jck9lu
DOI :
https://doi.org/10.5281/zenodo.6421657
Abstract :
The COVID-19 (C-19) pervasive had impacted
negatively on environmental health in a number of nations,
with a substantial number of cases and deaths reported to
far. C-19 produces not only serious bodily issues, but also a
range of psychiatric diseases. In some areas, the spread of
C-19 may have an impact on people's stress levels. As a
result, monitoring and overviewing the Mental Health
(MH) of the populace during emergencies is an important
concern. Many researchers have used Machine Learning
(ML) and Deep Learning (DL) to detect stress. This
survey provides a comparative study on various stress
detection (Str-Dec) techniques to understand the
drawbacks of those detection frameworks and suggest a
new solution to C-19 Str-Dec. A detailed survey on Str-Dec
during C-19 epidemic is essential for preserving the
psychological well-being for improving their healthy
lifestyles. The merits and demerits of these approaches
have been analyzed and studied to form a new solution for
C-19 Str-Dec.
Keywords :
Stress classifcation; deep neural network; Mental Health; feature learning; anxiety, insomnia.
The COVID-19 (C-19) pervasive had impacted
negatively on environmental health in a number of nations,
with a substantial number of cases and deaths reported to
far. C-19 produces not only serious bodily issues, but also a
range of psychiatric diseases. In some areas, the spread of
C-19 may have an impact on people's stress levels. As a
result, monitoring and overviewing the Mental Health
(MH) of the populace during emergencies is an important
concern. Many researchers have used Machine Learning
(ML) and Deep Learning (DL) to detect stress. This
survey provides a comparative study on various stress
detection (Str-Dec) techniques to understand the
drawbacks of those detection frameworks and suggest a
new solution to C-19 Str-Dec. A detailed survey on Str-Dec
during C-19 epidemic is essential for preserving the
psychological well-being for improving their healthy
lifestyles. The merits and demerits of these approaches
have been analyzed and studied to form a new solution for
C-19 Str-Dec.
Keywords :
Stress classifcation; deep neural network; Mental Health; feature learning; anxiety, insomnia.
