Bridging the Digital Divide: A Practical Roadmap for Deploying Medical Artificial Intelligence Technologies in Low-Resource Settings
Population Health Management,
Год журнала:
2025,
Номер
unknown
Опубликована: Фев. 3, 2025
In
recent
decades,
the
integration
of
artificial
intelligence
(AI)
into
health
care
has
revolutionized
diagnostics,
treatment
customization,
and
delivery.
low-resource
settings,
AI
offers
significant
potential
to
address
disparities
exacerbated
by
shortages
medical
professionals
other
resources.
However,
implementing
effectively
responsibly
in
these
settings
requires
careful
consideration
context-specific
needs
barriers
equitable
care.
This
article
explores
practical
deployment
environments
through
a
review
existing
literature
interviews
with
experts,
ranging
from
providers
administrators
tool
developers
government
consultants.
The
authors
highlight
4
critical
areas
for
effective
deployment:
infrastructure
requirements,
data
management,
education
training,
responsible
practices.
By
addressing
aspects,
proposed
framework
aims
guide
sustainable
integration,
minimizing
risk,
enhancing
access
underserved
regions.
Язык: Английский
Biobank Digitalization: From Data Acquisition to Efficient Use
Biology,
Год журнала:
2024,
Номер
13(12), С. 957 - 957
Опубликована: Ноя. 22, 2024
Biobanks
are
involved
in
a
broad
range
of
studies,
including
both
basic
and
clinical
research,
so
their
functions
roles
evolving.
Digital
biobanks
have
emerged
due
to
digitalization
this
field;
however,
it
also
entails
an
increasing
number
ethical
legal
issues,
particular
those
related
the
protection
donor
data
potential
commercial
applications.
The
development
size
stored
datasets
lay
groundwork
for
proceeding
digital
that
intensely
employ
artificial
intelligence
tools.
can
simplify
search
access
biological
specimens,
thus
contributing
conduction
research
creating
new
collaborations.
They
becoming
increasingly
important
tool
personalized
medicine
individualized
approach
disease
treatment,
elaboration
more
accurate
diagnostic
methods
innovative
therapeutic
strategies.
Язык: Английский