COVID-19 and Transplant Patients: Challenges, Risks, and Evolving Strategies
Vaccines,
Год журнала:
2025,
Номер
13(3), С. 318 - 318
Опубликована: Март 17, 2025
The
first
cases
of
COVID-19
were
reported
in
December
2019
Wuhan,
China
[...]
Язык: Английский
Generative AI-Driven Decision-Making for Disease Control and Pandemic Preparedness Model 4.0 in Rural Communities of Bangladesh: Management Informatics Approach
European Journal of Medical and Health Research,
Год журнала:
2025,
Номер
3(2), С. 104 - 121
Опубликована: Март 20, 2025
Rural
Bangladesh
is
confronted
with
substantial
healthcare
obstacles,
such
as
inadequate
infrastructure,
information
systems,
and
restricted
access
to
medical
personnel.
These
obstacles
impede
effective
disease
control
pandemic
preparedness.
This
investigation
employs
a
structured
methodology
develop
analyze
numerous
plausible
scenarios
systematically.
A
purposive
sampling
strategy
was
implemented,
which
involved
the
administration
of
questionnaire
survey
264
rural
residents
in
Rangamati
district
completion
distinct
by
103
The
impact
effectiveness
study
are
assessed
through
logistic
regression
analysis
pre-post
comparison
that
Wilcoxon
Signed-Rank
test
Kendall's
coefficient
for
non-parametric
paired
categorical
variables.
evaluates
evolution
preparedness
prior
subsequent
implementation
Generative
AI-Based
Model
4.0.
results
indicate
trust
AI
(β
=
1.20,
p
0.020)
confidence
sharing
health
data
9.049,
most
significant
predictors
adoption.
At
same
time,
infrastructure
limitations
digital
constraints
continue
be
constraints.
concludes
resilience
marginalized
populations
can
improved
AI-driven,
localized
strategies.
integration
into
systems
offers
transformative
opportunity,
but
it
contingent
upon
active
community
engagement,
enhanced
literacy,
strong
government
involvement.
Язык: Английский
Perspective Chapter: Molecular Diagnostics in Viral Outbreak Surveillance
IntechOpen eBooks,
Год журнала:
2025,
Номер
unknown
Опубликована: Апрель 16, 2025
Understanding
and
adopting
various
methods
for
monitoring
viral
outbreaks
is
required
pathogen
surveillance.
Accurate
diagnosis
can
play
a
significant
role
in
the
safe
effective
treatment
prescribed.
Africa
remains
burdened
with
host
of
infectious
diseases,
which
challenges
healthcare
systems
proper
management
diseases.
Surveillance
are
implemented
some
parts
that
have
infrastructure
funding
to
perform
routine
testing
screening.
However,
not
all
this
continent
equipped
necessary
tools
support.
With
travel,
tourism
goods
exchange,
diseases
spread
across
borders
rapidly,
posing
threat
global
health,
emphasising
unified
need
efforts
prevent,
detect,
act
on
disease
through
improved
access
vaccinations
treatments.
Effective
response
depends
several
elements,
including
laboratory
capacity,
skilled
health
staff,
surveillance
detect
limit
illnesses
rapidly.
Traditional
molecular
such
as
genotyping
polymerase
chain
reaction
(PCR)-based
detection
now
being
complemented
like
next-generation
sequencing
clustered
regularly
interspaced
short
palindromic
repeats
(CRISPR).
This
book
chapter
aims
summarise
current
broadly
describes
issue
climate
change
its
impact
outbreaks.
Язык: Английский