Governance and Ethics in the Use of Artificial Intelligence in Health
IGI Global eBooks,
Год журнала:
2025,
Номер
unknown, С. 377 - 392
Опубликована: Март 7, 2025
Governance
and
ethics
in
the
use
of
artificial
intelligence
(AI)
healthcare
pose
fundamental
questions
to
ensure
that
emerging
technologies
are
implemented
a
safe,
fair,
transparent
manner.
The
increasing
AI
sector
offers
great
opportunities
improve
patient
care,
optimize
treatments
health
protocols,
increase
efficiency
products
services,
but
it
also
raises
significant
challenges
regarding
privacy,
equity,
transparency,
accountability.
This
article
aims
answer
research
question:
“How
important
is
adopt
governance
practices
ethical
precepts
systems
healthcare?”
Through
an
integrative
literature
review
Scopus
Web
Science
databases,
11
studies
were
selected
present,
different
ways,
solutions
for
technological
innovations
benefit
patients,
professionals,
society
fair
safe
Язык: Английский
Advancements in Digital Cytopathology Since COVID-19: Insights from a Narrative Review of Review Articles
Healthcare,
Год журнала:
2025,
Номер
13(6), С. 657 - 657
Опубликована: Март 17, 2025
Background/Objectives:
The
integration
of
digitalization
in
cytopathology
is
an
emerging
field
with
transformative
potential,
aiming
to
enhance
diagnostic
precision
and
operational
efficiency.
This
narrative
review
reviews
(NRR)
seeks
identify
prevailing
themes,
opportunities,
challenges,
recommendations
related
the
process
cytopathology.
Methods:
Utilizing
a
standardized
checklist
quality
control
procedures,
this
examines
recent
advancements
future
implications
domain.
Twenty-one
studies
were
selected
through
systematic
process.
Results:
results
highlight
key
trends,
digital
First,
study
identifies
pivotal
themes
that
reflect
ongoing
technological
transformation,
guiding
focus
areas
field.
A
major
trend
artificial
intelligence
(AI),
which
increasingly
critical
improving
accuracy,
streamlining
workflows,
assisting
decision
making.
Notably,
AI
technologies
like
large
language
models
(LLMs)
chatbots
are
expected
provide
real-time
support
automate
tasks,
though
concerns
around
ethics
privacy
must
be
addressed.
also
emphasize
need
for
protocols,
comprehensive
training,
rigorous
validation
ensure
tools
reliable
effective
across
clinical
settings.
Lastly,
holds
significant
potential
improve
healthcare
accessibility,
especially
remote
areas,
by
enabling
faster,
more
efficient
diagnoses
fostering
global
collaboration
telepathology.
Conclusions:
Overall,
highlights
impact
cytopathology,
efficiency,
accessibility
whole-slide
imaging
While
plays
role,
broader
on
integrating
solutions
workflows
collaboration.
Addressing
challenges
such
as
standardization,
ethical
considerations
crucial
fully
realize
these
advancements.
Язык: Английский
Advancing Mental Health Care: A Comprehensive Review of Digital Tools and Technologies for Enhancing Diagnosis, Treatment, and Wellness
Health care science,
Год журнала:
2025,
Номер
unknown
Опубликована: Май 31, 2025
ABSTRACT
An
individual's
mental
health
influences
their
capacity
to
think
effectively,
feel
emotionally
stable,
and
perform
daily
activities.
As
concerns
become
more
prevalent
worldwide,
new
awareness
diagnostic
treatment
tactics
are
needed.
Digital
tools
technology
helping
solve
these
problems
by
providing
scalable,
tailored
solutions
for
large
populations.
This
detailed
review
examines
health‐promoting
internet
tools.
Smartphone
applications,
web‐based
therapy
systems,
wearable
tech,
artificial
intelligence‐powered
resources,
virtual
reality
(VR)
technologies
were
evaluated
efficacy
side
effects.
PubMed,
PsycINFO,
Scopus,
IEEE
Xplore,
Google
Scholar
carefully
searched.
Search
terms
included
“digital
tools,”
“online
therapy,”
“AI
in
health.”
Randomized
controlled
trials,
cohort
studies,
cross‐sectional
systematic
reviews,
meta‐analyses
of
digital
from
among
the
literature
published
after
2010.
Cognitive
behavioral
methods,
mood
monitoring,
mindfulness
exercises
numerous
features
smartphone
applications
that
have
been
demonstrated
mitigate
symptoms
anxiety,
depression,
tension.
Online
platforms
let
marginalized
individuals
obtain
remotely.
Wearable
may
detect
heart
rate,
blood
pressure,
sleep
length,
which
reveal
difficulties.
Chatbots
employ
machine
learning
algorithms
natural
language
processing
deliver
customized
support
show
promise
quick
intervention.
Exposure
anxiety
trauma
is
increasingly
using
environments.
Although
therapies
face
challenges
relation
data
privacy,
limited
long‐term
efficacy,
technological
inequality,
modernizing
healthcare.
By
offering
inexpensive
effective
alternatives
traditional
therapies,
help
healthcare
systems
meet
growing
demand
services
overall
well‐being.
Язык: Английский
AI in Cytopathology: A Narrative Umbrella Review on Innovations, Challenges, and Future Directions
Journal of Clinical Medicine,
Год журнала:
2024,
Номер
13(22), С. 6745 - 6745
Опубликована: Ноя. 9, 2024
The
integration
of
artificial
intelligence
(AI)
in
cytopathology
is
an
emerging
field
with
transformative
potential,
aiming
to
enhance
diagnostic
precision
and
operational
efficiency.
This
umbrella
review
seeks
identify
prevailing
themes,
opportunities,
challenges,
recommendations
related
AI
cytopathology.
Utilizing
a
standardized
checklist
quality
control
procedures,
this
examines
recent
advancements
future
implications
technologies
domain.
Twenty-one
studies
were
selected
through
systematic
process.
has
demonstrated
promise
automating
refining
processes,
potentially
reducing
errors
improving
patient
outcomes.
However,
several
critical
challenges
need
be
addressed
realize
the
benefits
fully.
underscores
necessity
for
rigorous
validation,
ongoing
empirical
data
on
accuracy,
protocols,
effective
existing
clinical
workflows.
Ethical
issues,
including
privacy
algorithmic
bias,
must
managed
ensure
responsible
applications.
Additionally,
high
costs
substantial
training
requirements
present
barriers
widespread
adoption.
Future
directions
highlight
importance
applying
successful
strategies
from
histopathology
radiology
Continuous
research
needed
improve
model
interpretability,
standardization.
Developing
incorporating
into
practice
establishing
comprehensive
ethical
regulatory
frameworks
will
crucial
overcoming
these
challenges.
In
conclusion,
while
holds
significant
advancing
cytopathology,
its
full
potential
can
only
achieved
by
addressing
cost,
ethics.
provides
overview
current
advancements,
identifies
offers
roadmap
informed
insights
fields.
Язык: Английский
Revolutionizing Radiology with Natural Language Processing and Chatbot Technologies: A Narrative Umbrella Review on Current Trends and Future Directions
Journal of Clinical Medicine,
Год журнала:
2024,
Номер
13(23), С. 7337 - 7337
Опубликована: Дек. 2, 2024
The
application
of
chatbots
and
NLP
in
radiology
is
an
emerging
field,
currently
characterized
by
a
growing
body
research.
An
umbrella
review
has
been
proposed
utilizing
standardized
checklist
quality
control
procedure
for
including
scientific
papers.
This
explores
the
early
developments
potential
future
impact
these
technologies
radiology.
current
literature,
comprising
15
systematic
reviews,
highlights
potentialities,
opportunities,
areas
needing
improvements,
recommendations.
offers
comprehensive
overview
landscape
natural
language
processing
(NLP)
models
(NLMs),
chatbots,
healthcare.
These
show
improving
clinical
decision-making,
patient
engagement,
communication
across
various
medical
fields.
However,
significant
challenges
remain,
particularly
lack
protocols,
which
raises
concerns
about
reliability
consistency
tools
different
contexts.
Without
uniform
guidelines,
variability
outcomes
may
hinder
broader
adoption
NLP/NLM
healthcare
providers.
Moreover,
limited
research
on
how
intersect
with
devices
(MDs)
notable
gap
literature.
Future
must
address
to
fully
realize
applications
Key
directions
include
development
protocols
ensure
consistent
safe
deployment
tools,
high-stake
like
Investigating
integration
MD
workflows
will
be
crucial
enhance
decision-making
care.
Ethical
concerns,
such
as
data
privacy,
informed
consent,
algorithmic
bias,
also
explored
responsible
use
settings.
Longitudinal
studies
are
needed
evaluate
long-term
outcomes,
while
interdisciplinary
collaboration
between
professionals,
scientists,
ethicists
essential
driving
innovation
ethically
sound
manner.
Addressing
advance
improve
care
this
field.
Язык: Английский