Accurate
Cardiac
Arrest
Risk
Forecasting
(ACARF),
with
Ensemble
studying,
is
a
predictive
analytics
method
that
may
assist
clinical
experts
in
predicting
the
dangers
of
cardiovascular
illnesses
for
their
patients.
This
approach
combines
multiple
knowledge
algorithms
into
an
ensemble
can,
as
it
should
be,
assess
man
or
woman's
danger
cardiac
arrest,
thereby
supporting
personalized
care.
ACARF
uses
extended
function
set
to
become
aware
information
maximize
its
effectiveness.
It
includes
information,
history,
medications,
and
lifestyle
choices.
The
version
then
educated
evaluated
ensure
excessive
accuracy
predictions.
effects
can
be
used
inform
clinicians
sufferers'
hazard
arrest
broaden
customized
scientific
interventions.
use
learning
has
been
determined
significantly
enhance
predictions
relative
conventional
unmarried-set
rules
technique.
Advances in healthcare information systems and administration book series,
Journal Year:
2024,
Volume and Issue:
unknown, P. 240 - 262
Published: Feb. 14, 2024
The
future
of
healthcare
is
a
dynamic
landscape
characterized
by
rapid
advancements,
evolving
patient
needs,
and
transformative
technologies.
This
chapter
explores
key
trends
predictions
shaping
the
industry.
It
covers
integration
AI,
telemedicine,
genomics,
empowerment.
These
shifts
promise
ecosystem
that
more
efficient,
accessible,
personalized
than
ever
before.
However,
they
also
present
challenges,
including
data
privacy,
ethical
considerations,
equitable
access.
Navigating
this
will
require
thoughtful
balance
innovation
practice,
ensuring
benefits
all
segments
society.
aims
to
equip
stakeholders
with
insights
strategies
navigate
complex
landscape,
advocating
for
prioritizes
patient-centricity
while
embracing
technological
progress
in
way
inclusive
beneficial
all.
Advances in medical education, research, and ethics (AMERE) book series,
Journal Year:
2023,
Volume and Issue:
unknown, P. 310 - 330
Published: March 13, 2023
Artificial
intelligence
(AI)
is
revolutionizing
the
field
of
education
by
providing
new
opportunities
for
online
learning.
However,
as
with
any
technology,
there
are
ethical
considerations
that
must
be
considered
to
ensure
AI-powered
learning
applications
safe
and
improve
student
outcomes.
This
chapter
explored
implications
AI
in
proposed
best
practices
development
applications.
Specifically,
it
looked
at
how
leverage
values
Namibian
training
sector
while
focusing
on
various
instructional
technologies.
Ethical
aspects
related
technologies,
management
systems,
interactive
whiteboards,
digital
games,
augmented
virtual
realities,
gamification,
mobile
environments
were
discussed.
As
technologies
become
more
prevalent
landscape,
students
teachers
understand
responsible
technology
works
decisions
made.
Advances in healthcare information systems and administration book series,
Journal Year:
2024,
Volume and Issue:
unknown, P. 1 - 19
Published: Feb. 14, 2024
The
integration
of
cutting-edge
technologies
into
health
literacy
and
medical
practice
presents
unprecedented
opportunities
ethical
challenges.
This
chapter
delves
the
technoethical
considerations
crucial
for
navigating
this
new
landscape,
guided
by
a
posthumanist
framework.
Embracing
framework
encourages
us
to
reevaluate
traditional
boundaries,
inviting
more
inclusive
understanding
humanity's
relationship
with
technology.
also
explores
intricate
between
technology
ethics,
advocating
that
ensures
technological
advancements
in
healthcare
are
employed
ethically,
responsibly,
deep
their
societal
impact.
By
doing
so,
serves
as
guiding
beacon
professionals,
technologists,
ethicists,
policymakers,
urging
future
where
human
values
coalesce
foster
ecosystem
is
not
only
advanced
but
compassionate,
equitable,
ethically
grounded.
Advances in healthcare information systems and administration book series,
Journal Year:
2024,
Volume and Issue:
unknown, P. 1 - 19
Published: Feb. 9, 2024
With
the
increasing
popularity
of
artificial
intelligence
(AI)
applications
in
medical
practices,
integration
AI
technologies
into
education
has
garnered
significant
attention.
However,
there
exists
a
noticeable
research
gap
when
it
comes
to
providing
comprehensive
guidelines
and
recommendations
for
its
successful
this
domain.
Addressing
is
crucial
as
responsible
effective
incorporation
not
only
ensures
that
current
future
healthcare
professionals
are
well-prepared
demands
modern
medicine
but
also
upholds
ethical
standards,
maximizes
potential
benefits
AI,
minimizes
risks.
The
objective
chapter
fill
by
offering
practical
tips
actionable
insights
incorporating
education,
encompassing
practical,
ethical,
pedagogical,
professional
implications.
Consequently,
equips
educators
learners
alike
with
knowledge
tools
necessary
navigate
evolving
landscape
age
AI.
Advances in healthcare information systems and administration book series,
Journal Year:
2024,
Volume and Issue:
unknown, P. 220 - 238
Published: Feb. 14, 2024
This
chapter
explores
particle
swarm
optimization
(PSO)
in
the
rapidly
evolving
landscape
of
biomedical
technologies.
The
study
begins
by
introducing
fundamental
principles
PSO,
emphasizing
its
advantages
addressing
complex
problems
common
applications.
authors
delve
into
innovative
uses
PSO
various
fields,
including
image
enhancement,
data
clustering,
and
drug
development,
highlighting
how
contributes
to
more
accurate
diagnoses,
efficient
treatment
plans,
streamlined
research
methodologies.
Significantly,
this
identifies
emerging
opportunities
where
can
be
further
leveraged,
particularly
personalized
medicine
predictive
health
analytics,
suggesting
a
roadmap
for
future
development.
By
combining
theoretical
insights
with
practical
examples,
work
aims
provide
comprehensive
overview
PSO's
role
advancing
technologies,
offering
valuable
perspectives
researchers,
practitioners,
policymakers
field.
Advances in healthcare information systems and administration book series,
Journal Year:
2024,
Volume and Issue:
unknown, P. 176 - 197
Published: Feb. 14, 2024
The
evolution
of
technologies
in
the
healthcare
sector
has
revolutionized
health
landscape,
from
expansion
telemedicine
to
vital
role
social
networks.
authors
delve
into
how
technology
redefines
healthcare,
promoting
efficient
communication
and
empowering
both
patients
professionals.
They
offer
a
comprehensive
captivating
insight
interaction
between
digital
era.
analyze
challenges
faced
by
opportunities
presented
age.
Through
systematic
review
literature
recent
years,
obtain
results
that
clarify
current
landscape
professionals
make
use
these
tools
provide.
These
findings
insights
is
reshaping
presenting
can
guide
future
innovations
policymaking
this
rapidly
evolving
sector.
Advances in medical education, research, and ethics (AMERE) book series,
Journal Year:
2023,
Volume and Issue:
unknown, P. 285 - 309
Published: March 13, 2023
The
healthcare
industry
is
facing
numerous
challenges
in
providing
efficient
and
effective
care
to
patients,
including
increased
demand,
limited
resources,
a
growing
shortage
of
providers.
To
address
these
challenges,
many
organizations
are
turning
technology,
specifically
artificial
intelligence
(AI)
machine
learning
(ML),
improve
patient
outcomes.
In
response,
the
development
smart
chatbots
has
emerged
as
promising
solution
field.
This
chapter
focuses
on
design
implementation
chatbot
using
AI
ML
for
applications.
main
goal
provide
more
convenient
accessible
method
delivering
information
services
patients.
will
also
explore
various
components
algorithms
used
chatbot,
well
its
potential
impact
industry.
Overall,
this
demonstrates
value
encourages
further
exploration
Advances in medical education, research, and ethics (AMERE) book series,
Journal Year:
2023,
Volume and Issue:
unknown, P. 1 - 25
Published: March 13, 2023
The
COVID-19
pandemic
has
led
to
significant
disruptions
in
health
education.
At
the
time
of
crisis,
digital
technologies
were
instrumental
delivering
synchronous
and
asynchronous
online
classes.
maximization
during
emergency
remote
education
ensured
training
continuity
future
healthcare
professionals.
Nevertheless,
does
not
reflect
all
potential
that
instructional
can
offer
sector.
There
have
been
emerging
tools
shape
learning
higher
Moreover,
is
increasingly
becoming
an
integral
part
services
as
practitioners
require
new
knowledge
skills
serve
digitally-enabled
patients.
Consequently,
addition
adding
these
topics
curricula,
we
also
benefit
from
use
technology
a
intervention.
In
this
chapter,
authors
discussed
how
curricula
profit
inclusion,
which
limitations
need
be
considered
empower
learners,
educators,
leaders
age.
Advances in medical education, research, and ethics (AMERE) book series,
Journal Year:
2023,
Volume and Issue:
unknown, P. 105 - 129
Published: March 13, 2023
The
healthcare
industry
is
rapidly
evolving
with
new
technologies
and
treatments
being
developed
all
the
time.
This
trend
means
that
professionals
must
continuously
educate
themselves
to
stay
current
in
their
field
provide
best
possible
care
patients.
However,
traditional
models
of
continuing
education
training
are
not
always
well
suited
fast-paced
nature
industry.
Digital
have
potential
revolutionize
way
educated
trained.
Online
courses,
virtual
simulations,
other
interactive
learning
tools
offer
a
flexible
for
field.
Therefore,
considering
digital
instructional
could
valuable
resource
professionals,
this
chapter
intends
explore
using
an
educational
tool
(Moodle),
providing
concrete
experience
our
group
design
implementation
curricular
units
teaching
health
through
e-learning
methods.
