Journal of Innovations in Medical Research,
Год журнала:
2023,
Номер
2(12), С. 1 - 8
Опубликована: Дек. 1, 2023
This
research
explores
the
impact
of
advanced
diagnostic
technologies
on
healthcare
delivery
in
Sub-Saharan
Africa.
Through
case
studies
and
evaluations,
study
examines
successful
initiatives
promoting
such
as
telemedicine
point-of-care
testing.
The
concludes
that
these
have
improved
accessibility,
enhanced
quality
care,
positively
impacted
patient
outcomes.
Recommendations
for
future
include
strategic
partnerships,
capacity
building,
infrastructure
development,
education,
regulatory
frameworks,
financial
support,
continuous
monitoring
evaluation.
Advances in healthcare information systems and administration book series,
Год журнала:
2024,
Номер
unknown, С. 33 - 79
Опубликована: Март 27, 2024
The
digital
healthcare
industry
offers
personalized
care,
expanded
access,
and
improved
efficiency.
Despite
its
potential,
adoption
rates
vary
across
sectors
due
to
different
motivations
barriers.
This
chapter
explores
these
factors,
providing
insights
from
empirical
research,
surveys,
case
studies.
Key
motivators
include
convenience,
cost-effectiveness,
the
potential
for
care.
Data
privacy,
technological
illiteracy,
regulatory
limitations
are
major
hurdles.
A
nuanced
discussion
how
barriers
interact,
particularly
concerning
broader
sectional
goals.
findings
suggest
that
although
holds
transformative
change
multiple
sectors,
targeted
strategies
essential
overcoming
prevent
full-scale
adoption.
Addressing
issues
is
vital
not
only
growth
of
but
also
enhancing
global
outcomes.
International Journal of Environmental Health Research,
Год журнала:
2024,
Номер
unknown, С. 1 - 22
Опубликована: Авг. 13, 2024
The
study
examines
the
relationship
between
air
quality,
meteorological
factors,
and
COVID-19
cases
in
Cheras,
Kuala
Lumpur,
Kelapa
Gading,
North
Jakarta.
Analyzing
data
from
2020
2021,
research
found
notable
correlations:
Cheras
were
positively
associated
with
relative
humidity
(RH)
carbon
monoxide
(CO)
but
negatively
ozone
(O₃)
RH
different
years.
In
correlated
pollutants
like
sulfur
dioxide
(SO₂)
CO,
while
ambient
temperature
(AT)
showed
a
negative
correlation.
enforcement
of
social
restrictions
notably
reduced
pollution,
affecting
spread.
Predictive
models
for
PM2.5
levels
using
robust
regression
techniques
strong
performance
Lumpur
(R²
>
0.9)
exhibited
overfitting
tendencies
Jakarta,
suggesting
need
longer
period
more
accurate
results.
PeerJ Computer Science,
Год журнала:
2024,
Номер
10, С. e2530 - e2530
Опубликована: Дек. 5, 2024
Artificial
Intelligence
(AI)
is
significantly
transforming
dermatology,
particularly
in
early
skin
cancer
detection
and
diagnosis.
This
technological
advancement
addresses
a
crucial
public
health
issue
by
enhancing
diagnostic
accuracy,
efficiency,
accessibility.
AI
integration
medical
imaging
procedures
offers
promising
solutions
to
the
limitations
of
traditional
methods,
which
often
rely
on
subjective
clinical
evaluations
histopathological
analyses.
study
systematically
reviews
current
applications
classification,
providing
comprehensive
overview
their
advantages,
challenges,
methodologies,
functionalities.
In
this
study,
we
conducted
analysis
artificial
intelligence
classification
cancer.
We
evaluated
publications
from
three
prominent
journal
databases:
Scopus,
IEEE,
MDPI.
thorough
selection
process
using
PRISMA
guidelines,
collecting
1,156
scientific
articles.
Our
methodology
included
evaluating
titles
abstracts
thoroughly
examining
full
text
determine
relevance
quality.
Consequently,
total
95
final
study.
analyzed
categorized
articles
based
four
key
dimensions:
difficulties,
AI-based
models
exhibit
remarkable
performance
leveraging
advanced
deep
learning
algorithms,
image
processing
techniques,
feature
extraction
methods.
The
advantages
include
improved
faster
turnaround
times,
increased
accessibility
dermatological
expertise,
benefiting
underserved
areas.
However,
several
challenges
remain,
such
as
concerns
over
data
privacy,
complexities
integrating
systems
into
existing
workflows,
need
for
large,
high-quality
datasets.
methods
detection,
including
CNNs,
SVMs,
ensemble
aim
improve
lesion
accuracy
increase
detection.
enhance
healthcare
enabling
remote
consultations,
continuous
patient
monitoring,
supporting
decision-making,
leading
more
efficient
care
better
outcomes.
review
highlights
transformative
potential
While
technologies
have
accessibility,
remain.
Future
research
should
focus
ensuring
developing
robust
that
can
generalize
across
diverse
populations,
creating
Integrating
tools
workflows
critical
maximizing
utility
effectiveness.
Continuous
innovation
interdisciplinary
collaboration
will
be
essential
fully
realizing
benefits
Journal of Innovations in Medical Research,
Год журнала:
2023,
Номер
2(12), С. 1 - 8
Опубликована: Дек. 1, 2023
This
research
explores
the
impact
of
advanced
diagnostic
technologies
on
healthcare
delivery
in
Sub-Saharan
Africa.
Through
case
studies
and
evaluations,
study
examines
successful
initiatives
promoting
such
as
telemedicine
point-of-care
testing.
The
concludes
that
these
have
improved
accessibility,
enhanced
quality
care,
positively
impacted
patient
outcomes.
Recommendations
for
future
include
strategic
partnerships,
capacity
building,
infrastructure
development,
education,
regulatory
frameworks,
financial
support,
continuous
monitoring
evaluation.
