Software Practice and Experience,
Год журнала:
2021,
Номер
52(4), С. 824 - 840
Опубликована: Апрель 1, 2021
Abstract
The
Covid‐19
pandemic
has
emerged
as
one
of
the
most
disquieting
worldwide
public
health
emergencies
21st
century
and
thrown
into
sharp
relief,
among
other
factors,
dire
need
for
robust
forecasting
techniques
disease
detection,
alleviation
well
prevention.
Forecasting
been
powerful
statistical
methods
employed
world
over
in
various
disciplines
detecting
analyzing
trends
predicting
future
outcomes
based
on
which
timely
mitigating
actions
can
be
undertaken.
To
that
end,
several
machine
learning
have
harnessed
depending
upon
analysis
desired
availability
data.
Historically
speaking,
predictions
thus
arrived
at
short
term
country‐specific
nature.
In
this
work,
multimodel
technique
is
called
EAMA
related
parameters
long‐term
both
within
India
a
global
scale
proposed.
This
proposed
hybrid
model
well‐suited
to
past
present
For
study,
two
datasets
from
Ministry
Health
&
Family
Welfare
Worldometers,
respectively,
exploited.
Using
these
datasets,
data
outlined,
observed
predicted
being
very
similar
real‐time
values.
experiment
also
conducted
statewise
countrywise
across
it
included
Appendix.
Journal of Industrial Integration and Management,
Год журнала:
2020,
Номер
05(04), С. 507 - 530
Опубликована: Окт. 1, 2020
Industry
5.0,
the
fifth
industrial
revolution,
consists
of
smart
digital
information
and
manufacturing
technologies.
This
revolution
generates
effective
processes
makes
rapid
improvement
in
industries
healthcare.
Solutions
to
challenges
posed
by
COVID-19
pandemic
can
be
identified
with
deployment
5.0-based
It
helps
provide
personalized
therapy
treatment
patients
if
a
detailed
patient’s
is
available.
The
aim
5.0
technologies
create
healthcare
environment
real-time
capabilities.
During
pandemic,
these
remote
monitoring
system
paper
identifies
studies
major
helpful
for
pandemic.
supportive
features
are
discussed
diagrammatically.
Finally,
we
studied
significant
faced
context
literature
revealed
that
this
technological
innovation
allows
high
personalization
level
fulfill
personal
specific
demands
patient
doctors.
These
play
role
making
life
doctors
better.
Further,
use
technology
focus
on
critically
infected
proper
appropriate
regarding
their
better
treatment.
Moreover,
help
medical
students
required
training
during
outbreak.
International Journal of Mathematical Education in Science and Technology,
Год журнала:
2021,
Номер
53(7), С. 1934 - 1954
Опубликована: Фев. 3, 2021
This
study
investigates
the
distance
learning
process
of
teachers
during
school
closure
due
to
COVID-19's
impact.
research
focuses
on
introduction
learning,
obstacles
faced
by
and
approaches
addressing
different
hurdles
in
implementation
learning.
collected
data
from
mathematics
science
spread
junior
senior
high
schools
Aceh
Province,
Indonesia.
Data
were
through
a
questionnaire
353
interview
6
get
in-depth
information
related
focus
this
study.
The
results
revealed
that
could
not
directly
utilize
various
Information
Communication
Technology
(ICT)
devices
online
platforms
are
widely
available
supporting
implementation,
either
ability
teachers,
parents'
economic
factors,
limited
internet
access,
absence
guidance.
However,
over
time,
teacher
can
independently
adapt
environmental
conditions
characteristics
students
carrying
out
International Journal of Environmental Research and Public Health,
Год журнала:
2021,
Номер
18(11), С. 6053 - 6053
Опубликована: Июнь 4, 2021
Integration
of
digital
technologies
and
public
health
(or
healthcare)
helps
us
to
fight
the
Coronavirus
Disease
2019
(COVID-19)
pandemic,
which
is
biggest
crisis
humanity
has
faced
since
1918
Influenza
Pandemic.
In
order
better
understand
healthcare,
this
work
conducted
a
systematic
comprehensive
review
with
purpose
helping
combat
COVID-19
pandemic.
This
paper
covers
background
information
research
overview
summarizes
its
applications
challenges
in
finally
puts
forward
prospects
healthcare.
First,
main
concepts,
key
development
processes,
common
application
scenarios
integrating
healthcare
were
offered
part
information.
Second,
bibliometric
techniques
used
analyze
output,
geographic
distribution,
discipline
collaboration
network,
hot
topics
before
after
We
found
that
pandemic
greatly
accelerated
on
integration
Third,
cases
China,
EU
U.S
using
collected
analyzed.
Among
these
technologies,
big
data,
artificial
intelligence,
cloud
computing,
5G
are
most
effective
weapons
Applications
show
play
an
irreplaceable
role
controlling
spread
COVID-19.
By
comparing
three
regions,
we
contend
China's
success
avoiding
second
wave
integrate
large
scale
without
hesitation.
Fourth,
field
summarized.
These
mainly
come
from
four
aspects:
data
delays,
fragmentation,
privacy
security,
security
vulnerabilities.
Finally,
study
provides
future
addition,
also
provide
policy
recommendations
for
other
countries
use
technology
