Psychology Health & Medicine,
Journal Year:
2024,
Volume and Issue:
unknown, P. 1 - 23
Published: Nov. 23, 2024
Integrative
models
of
mental
illness
and
health
in
psycho-oncology
are
aimed
at
all
types
cancer,
although
the
patients'
experiences
issues
may
vary.
This
review
summarizes
different
theories
pertaining
to
breast
cancer
experience
proposes
an
integrative
phasic
model
applicable
trajectory.
Five
databases
were
searched
for
studies
related
models.
The
PRISMA
checklist
form
was
used
extract
essential
information
from
included
studies.
Eleven
on
found.
based
these
illustrates
that
is
conceptualized
as
a
trajectory
with
seven
landmark
'
Machine Learning with Applications,
Journal Year:
2023,
Volume and Issue:
14, P. 100494 - 100494
Published: Aug. 25, 2023
Resilience
in
the
context
of
ongoing
COVID-19
pandemic
has
emerged
as
a
critical
public
health
concern
for
elderly
population.
However,
extent
to
which
structured
model
can
effectively
determine
resilience
among
older
adults
remains
uncertain.
In
this
study,
we
sought
uncover
most
influential
factors
using
Promotive
and
Protective
Factors
Processes
(PPFP)
model.
Our
sample
comprised
936
community-dwelling
aged
50
years
above.
Through
implementation
random
forest
analysis
traditional
logistic
regression,
investigated
potential
determinants
resilience.
results
demonstrated
efficacy
(RF)
analysis,
with
area
under
receiver
operating
characteristic
curve
(AUC)
ranging
from
0.806
0.890
different
score
thresholds.
Notably,
psychological
that
significant
included
stress,
depression,
self-rated
socioeconomic
status,
exercise
habits,
cognition.
The
application
PPFP
framework
our
study
offered
substantial
benefits
healthcare
practitioners,
enabling
them
identify
both
internal
external
variables
warrant
intervention
bolstering
Furthermore,
utilization
algorithm
proved
invaluable
machine
learning,
particularly
ranking
importance
resilience-related
factors.
2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC),
Journal Year:
2021,
Volume and Issue:
unknown, P. 1753 - 1756
Published: Nov. 1, 2021
Breast
cancer
diagnosis
has
been
associated
with
poor
mental
health,
significant
impairment
of
quality
life.
In
order
to
ensure
support
for
successful
adaptation
this
illness,
it
is
paramount
importance
identify
the
most
prominent
factors
affecting
well-being
that
allow
accurate
prediction
health
status
across
time.
Here
we
exploit
a
rich
set
clinical,
psychological,
socio-demographic
and
lifestyle
data
from
large
multicentre
study
patients
recently
diagnosed
breast
cancer,
in
classify
based
on
their
further
potential
predictors
such
status.
For
purpose,
supervised
learning
pipeline
using
cross-sectional
was
implemented
formulation
classification
scheme
6
months
after
diagnosis.
Model
performance
terms
AUC
ranged
0.81±
0.04
0.90±
0.03.
Several
psychological
variables,
including
initial
levels
anxiety
depression,
emerged
as
highly
predictive
short-term
women
cancer.
The Breast Journal,
Journal Year:
2024,
Volume and Issue:
2024(1)
Published: Jan. 1, 2024
Despite
excellent
prognosis
of
early
breast
cancer,
the
patients
face
problems
related
to
decreased
quality
life
and
mental
health.
There
is
a
need
for
easily
available
interventions
targeting
modifiable
factors
these
problems.
The
aim
this
study
was
test
use
new
digital
supportive
intervention
platform
cancer
patients.
Psychology Health & Medicine,
Journal Year:
2024,
Volume and Issue:
unknown, P. 1 - 23
Published: Nov. 23, 2024
Integrative
models
of
mental
illness
and
health
in
psycho-oncology
are
aimed
at
all
types
cancer,
although
the
patients'
experiences
issues
may
vary.
This
review
summarizes
different
theories
pertaining
to
breast
cancer
experience
proposes
an
integrative
phasic
model
applicable
trajectory.
Five
databases
were
searched
for
studies
related
models.
The
PRISMA
checklist
form
was
used
extract
essential
information
from
included
studies.
Eleven
on
found.
based
these
illustrates
that
is
conceptualized
as
a
trajectory
with
seven
landmark
'
