International Journal of Intelligent Systems,
Journal Year:
2025,
Volume and Issue:
2025(1)
Published: Jan. 1, 2025
We
investigated
the
fusion
of
Intelligent
Internet
Medical
Things
(IIoMT)
with
depression
management,
aiming
to
autonomously
identify,
monitor,
and
offer
accurate
advice
without
direct
professional
intervention.
Addressing
pivotal
questions
regarding
IIoMT’s
role
in
identification,
its
correlation
stress
anxiety,
impact
machine
learning
(ML)
deep
(DL)
on
depressive
disorders,
challenges
potential
prospects
integrating
management
IIoMT,
this
research
offers
significant
contributions.
It
integrates
artificial
intelligence
(AI)
(IoT)
paradigms
expand
studies,
highlighting
data
science
modeling’s
practical
application
for
intelligent
service
delivery
real‐world
settings,
emphasizing
benefits
within
IoT.
Furthermore,
it
outlines
an
IIoMT
architecture
gathering,
analyzing,
preempting
employing
advanced
analytics
enhance
intelligence.
The
study
also
identifies
current
challenges,
future
trajectories,
solutions
domain,
contributing
scientific
understanding
management.
evaluates
168
closely
related
articles
from
various
databases,
including
Web
Science
(WoS)
Google
Scholar,
after
rejection
repeated
books.
shows
that
there
is
48%
growth
articles,
mainly
focusing
symptoms,
detection,
classification.
Similarly,
most
being
conducted
United
States
America,
trend
increasing
other
countries
around
globe.
These
results
suggest
essence
automated
monitoring,
suggestions
handling
depression.
Oxford University Press eBooks,
Journal Year:
2023,
Volume and Issue:
unknown
Published: Nov. 23, 2023
Abstract
The
2001
(first)
edition
of
this
Handbook
was
a
comprehensive
review
history,
research,
and
discussions
on
religion
health
through
the
year
2000.
Appendix
listed
1,200
separate
quantitative
studies
each
rated
in
quality
0–10
scale,
followed
by
about
2,000
references
an
extensive
index
for
rapid
topic
identification.
2012
(second)
systematically
updated
research
from
2000
to
2010,
with
number
then
reaching
thousands.
This
2023
(third)
is
most
scientifically
rigorous
date,
covering
best
published
2021
emphasis
prospective
randomized
controlled
trials.
Beginning
Foreword
Dr.
Howard
K.
Koh,
former
US
Assistant
Secretary
Health
Department
Human
Services,
nearly
600,000-word
volume
examines
almost
every
aspect
health,
reviewing
past
more
recent
relationship
between
outcomes.
Furthermore,
all
its
34
chapters
conclude
clinical
community
applications,
making
text
relevant
both
healthcare
professionals
(physicians,
nurses,
social
workers,
rehabilitation
therapists,
counselors,
psychologists,
sociologists,
etc.)
clergy
(community
clergy,
chaplains,
pastoral
etc.).
book’s
focuses
studies,
describing
study
single
line,
allowing
researchers
quickly
locate
existing
research.
It
should
not
be
surprising
that
two
decades
has
been
cited
health.
Diabetes/Metabolism Research and Reviews,
Journal Year:
2021,
Volume and Issue:
38(3)
Published: Oct. 8, 2021
Metabolic
syndrome
(MS)
is
a
chronic
non-infective
characterised
clinically
by
set
of
vascular
risk
factors
that
include
insulin
resistance,
hypertension,
abdominal
obesity,
impaired
glucose
metabolism,
and
dyslipidaemia.
These
are
due
to
pro-inflammatory
state,
oxidative
stress,
haemodynamic
dysfunction,
ischaemia,
which
overlap
in
'dysmetabolic'
patients.
This
review
aimed
evaluate
the
relationship
between
traditional
components
MS
with
cardiovascular
disease
(CVD),
inflammation,
stress.
MEDLINE-PubMed,
EMBASE,
Cochrane
databases
were
searched.
Chronic
low-grade
inflammatory
states
metaflammation
often
accompanied
metabolic
changes
directly
related
CVD
incidence,
such
as
diabetes
mellitus,
obesity.
Moreover,
an
increase
serum
concentration
cytokines,
mainly
interleukin-1
β
(IL-1β),
IL-6,
tumour
necrosis
factor-α
(TNF-α),
originating
from
chronically
inflamed
adipose
tissue
associated
The
reactive
oxygen
species
overloads
antioxidant
systems
causing
post-translational
alterations
proteins,
lipids,
DNA
leading
Hyperglycaemia
contributes
stress
production
advanced
glycosylation
end
products
(AGEs)
cellular
molecular
dysfunction.
Oxidative
inflammation
senescence
CVD.
should
not
be
seen
only
being
triggered
classical
factors.
Atherosclerosis
multifactorial
pathological
process
several
triggering
aetiopathogenic
mechanisms.
Its
medium
long-term
repercussions,
however,
invariably
constitute
significant
cause
morbidity
mortality.
Implementing
preventive
therapeutic
measures
against
oxy-reductive
imbalances
has
unquestionable
potential
for
favourable
clinical
outcomes
medicine.
International Journal of Molecular Sciences,
Journal Year:
2022,
Volume and Issue:
23(21), P. 12906 - 12906
Published: Oct. 26, 2022
Atherosclerosis
is
a
chronic
inflammatory
disease,
in
which
the
immune
system
has
prominent
role
its
development
and
progression.
Inflammation-induced
endothelial
dysfunction
results
an
increased
permeability
to
lipoproteins
their
subendothelial
accumulation,
leukocyte
recruitment,
platelets
activation.
Recruited
monocytes
differentiate
into
macrophages
develop
pro-
or
anti-inflammatory
properties
according
microenvironment.
Atheroma
progression
healing
determined
by
balance
between
these
functional
phenotypes.
Macrophages
smooth
muscle
cells
secrete
cytokines
including
interleukins
IL-1β,
IL-12,
IL-6.
Within
arterial
wall,
low-density
lipoprotein
cholesterol
undergoes
oxidation.
Additionally,
triglyceride-rich
remnant
exert
pro-inflammatory
effects.
catabolize
oxidized
coalesce
lipid-rich
necrotic
core,
encapsulated
collagen
fibrous
cap,
leading
formation
of
fibro-atheroma.
In
conditions
inflammation,
catabolic
effect
on
resulting
thin-cap
fibro-atheroma
makes
plaque
vulnerable.
However,
morphology
may
change
over
time,
shifting
from
high-risk
lesions
more
stable
calcified
plaques.
addition
conventional
cardiovascular
risk
factors,
exposure
acute
psychological
stress
increase
disease
through
inflammation
mediated
sympathetic
output
release
cytokines.
Inflammation
also
link
ageing
clones
leukocytes
peripheral
blood.
Anti-inflammatory
interventions
specifically
blocking
cytokine
pathways
reduce
myocardial
infarction
stroke,
although
they
infections.
Proceedings of the National Academy of Sciences,
Journal Year:
2019,
Volume and Issue:
116(23), P. 11370 - 11379
Published: May 21, 2019
Aging
and
psychosocial
stress
are
associated
with
increased
inflammation
disease
risk,
but
the
underlying
molecular
mechanisms
unclear.
Because
both
aging
also
lasting
epigenetic
changes,
a
plausible
hypothesis
is
that
along
lifespan
could
confer
risk
through
effects
on
molecules
involved
in
inflammatory
processes.
Here,
by
combining
large-scale
analyses
human
cohorts
experiments
cells,
we
report
FKBP5,
protein
implicated
physiology,
contributes
to
these
relations.
Across
independent
(total
n
>
3,000),
synergized
stress-related
phenotypes,
measured
childhood
trauma
major
depression
questionnaires,
epigenetically
up-regulate
FKBP5
expression.
These
age/stress-related
were
recapitulated
cellular
model
of
replicative
senescence,
whereby
exposed
replicating
fibroblasts
(glucocorticoid)
hormones.
Unbiased
genome-wide
blood
linked
higher
mRNA
proinflammatory
profile
altered
NF-κB–related
gene
networks.
Accordingly,
immune
cells
showed
promotes
strengthening
interactions
NF-κB
regulatory
kinases,
whereas
opposing
either
genetic
deletion
(CRISPR/Cas9-mediated)
or
selective
pharmacological
inhibition
prevented
NF-κB.
Further,
signature
enhanced
response
positive
feedback
loop
was
present
individuals
history
acute
myocardial
infarction,
state
peripheral
inflammation.
findings
suggest
aging/stress-driven
FKBP5–NF-κB
signaling
mediates
inflammation,
potentially
contributing
cardiovascular
may
thus
point
novel
biomarker
treatment
possibilities.
Molecules,
Journal Year:
2023,
Volume and Issue:
28(17), P. 6403 - 6403
Published: Sept. 1, 2023
Fruits,
vegetables,
and
other
food
items
contain
phytochemicals
or
secondary
metabolites
which
may
be
considered
non-essential
nutrients
but
have
medicinal
importance.
These
dietary
exhibit
chemopreventive
therapeutic
effects
against
numerous
diseases.
Polyphenols
are
found
in
fruits,
grains.
compounds
several
health
benefits
such
as
immune
modulators,
vasodilators,
antioxidants.
This
review
focuses
on
recent
studies
using
polyphenols
to
treat
cardiovascular
disorders,
atherosclerosis,
vascular
endothelium
deficits.
We
focus
exploring
the
safety
of
highly
effective
ensure
their
maximum
impact
cardiac
abnormalities
discuss
epidemiological
evidence
intervention
trials
related
these
properties.
Kaempferol,
quercetin,
resveratrol
prevent
oxidative
stress
by
regulating
proteins
that
induce
oxidation
heart
tissues.
In
addition,
modulate
tone
vessels
releasing
nitric
oxide
(NO)
reducing
low-density
lipoprotein
(LDL)
atherosclerosis.
cardiomyocytes,
suppress
expression
inflammatory
markers
inhibit
production
inflammation
exert
an
anti-inflammatory
response.
Consequently,
diseases
strokes,
hypertension,
failure,
ischemic
disease
could
prevented
polyphenols.
Complex & Intelligent Systems,
Journal Year:
2024,
Volume and Issue:
10(4), P. 5883 - 5915
Published: April 4, 2024
Abstract
Depression
is
a
multifactorial
disease
with
unknown
etiology
affecting
globally.
It’s
the
second
most
significant
reason
for
infirmity
in
2020,
about
50
million
people
worldwide,
80%
living
developing
nations.
Recently,
surge
depression
research
has
been
witnessed,
resulting
multitude
of
emerging
techniques
developed
prediction,
evaluation,
detection,
classification,
localization,
and
treatment.
The
main
purpose
this
study
to
determine
volume
conducted
on
different
aspects
such
as
genetics,
proteins,
hormones,
oxidative
stress,
inflammation,
mitochondrial
dysfunction,
associations
other
mental
disorders
like
anxiety
stress
using
traditional
medical
intelligence
(medical
AI).
In
addition,
it
also
designs
comprehensive
survey
treatment
planning,
genetic
predisposition,
along
future
recommendations.
This
work
designed
through
methods,
including
systematic
mapping
process,
literature
review,
network
visualization.
we
used
VOSviewer
software
some
authentic
databases
Google
Scholar,
Scopus,
PubMed,
Web
Science
data
collection,
analysis,
designing
picture
study.
We
analyzed
60
articles
related
intelligence,
47
from
machine
learning
513,767
subjects
(mean
±
SD
=
10,931.212
35,624.372)
13
deep
37,917
3159.75
6285.57).
Additionally,
found
that
stressors
impact
brain's
cognitive
autonomic
functioning,
increased
production
catecholamine,
decreased
cholinergic
glucocorticoid
activity,
cortisol.
These
factors
lead
chronic
inflammation
hinder
normal
leading
depression,
anxiety,
cardiovascular
disorders.
brain,
reactive
oxygen
species
(ROS)
by
IL-6
stimulation
cytochrome
c
oxidase
inhibited
nitric
oxide,
potent
inhibitor.
Proteins,
lipids,
phosphorylation
enzymes,
mtDNA
are
further
disposed
impairment
mitochondria.
Consequently,
dysfunction
exacerbates
impairs
DNA
(mtDNA)
or
deletions
mtDNA,
increases
intracellular
Ca
2+
levels,
changes
fission/fusion
morphology,
lastly
leads
neuronal
death.
highlights
multidisciplinary
approaches
intelligence.
It
will
open
new
way
technologies.
Biomedical Optics Express,
Journal Year:
2019,
Volume and Issue:
10(4), P. 1532 - 1532
Published: March 4, 2019
To
reveal
the
association
between
retinal
microvasculature
changes
and
coronary
heart
disease
(CHD),
we
assessed
full
thicknesses
of
eight
areas,
vessel
density
four
layers
(consisting
nine
areas)
flow
area
in
two
with
optical
coherence
tomography
angiography
(OCTA)
CHD
patients
healthy
controls.
The
mean
several
was
significantly
lower
patients.
difference
choroid
capillary
(negative
correlation)
groups
significant.
Decreased
blood
were
associated
artery
branch
stenosis.
decreases
density,
choroidal
are
closely
related
to