International Journal of Statistics in Medical Research,
Journal Year:
2025,
Volume and Issue:
14, P. 136 - 144
Published: March 25, 2025
Background:
Telemedicine
has
emerged
as
a
transformative
solution
in
healthcare,
offering
improved
accessibility
and
efficiency.
However,
its
widespread
adoption
remains
influenced
by
policy
frameworks,
digital
infrastructure,
financial
sustainability.
This
study
examines
the
role
of
innovation
telemedicine
implementation,
assessing
regulatory
impact,
technological
readiness,
reimbursement
structures.
Methods:
A
cross-sectional
survey
design
with
mixed-methods
approach
was
employed,
integrating
quantitative
surveys
qualitative
interviews.
Data
were
collected
from
healthcare
policymakers,
administrators,
physicians,
technology
developers
across
hospitals,
clinics,
service
providers.
Logistic
regression
chi-square
tests
conducted
to
analyze
key
predictors
adoption,
including
support,
policies.
total
400
participants
surveyed,
25
stakeholders
interviewed
adoption.
Results:
The
findings
indicate
that
institutions
clear
licensing
regulations
support
exhibited
significantly
higher
rates
(OR
=
2.15,
p
0.004).
Standardized
policies
positively
(χ²
14.91,
0.008).
Digital
infrastructure
broadband
connectivity
EHR
interoperability,
strongly
associated
increased
utilization
2.31,
0.005).
Major
barriers
included
fragmentation,
constraints,
literacy
gaps.
Conclusion:
Policy
innovation,
investments,
structured
models
are
critical
for
expansion.
Addressing
inconsistencies
limitations
will
enhance
Future
research
should
explore
long-term
impacts
AI
integration
telemedicine.
Health care science,
Journal Year:
2024,
Volume and Issue:
3(5), P. 329 - 349
Published: Oct. 1, 2024
Abstract
The
increasing
integration
of
new
technologies
is
driving
a
fundamental
revolution
in
the
healthcare
sector.
Developments
artificial
intelligence
(AI),
machine
learning,
and
big
data
analytics
have
completely
transformed
diagnosis,
treatment,
care
patients.
AI‐powered
solutions
are
enhancing
efficiency
accuracy
delivery
by
demonstrating
exceptional
skills
personalized
medicine,
early
disease
detection,
predictive
analytics.
Furthermore,
telemedicine
remote
patient
monitoring
systems
overcome
geographical
constraints,
offering
easy
accessible
services,
particularly
underserved
areas.
Wearable
technology,
Internet
Medical
Things,
sensor
empowered
individuals
to
take
an
active
role
tracking
managing
their
health.
These
devices
facilitate
real‐time
collection,
enabling
preventive
care.
Additionally,
development
3D
printing
technology
has
revolutionized
medical
field
production
customized
prosthetics,
implants,
anatomical
models,
significantly
impacting
surgical
planning
treatment
strategies.
Accepting
these
advancements
holds
potential
create
more
patient‐centered,
efficient
system
that
emphasizes
individualized
care,
better
overall
health
outcomes.
This
review's
novelty
lies
exploring
how
radically
transforming
industry,
paving
way
for
effective
all.
It
highlights
capacity
modern
revolutionize
addressing
long‐standing
challenges
improving
Although
approval
use
digital
advanced
analysis
face
scientific
regulatory
obstacles,
they
translational
research.
as
continue
evolve,
poised
alter
environment,
sustainable,
efficient,
ecosystem
future
generations.
Innovation
across
multiple
fronts
will
shape
revolutionizing
provision
healthcare,
outcomes,
equipping
both
patients
professionals
with
tools
make
decisions
receive
treatment.
As
develop
become
integrated
into
standard
practices,
probably
be
accessible,
effective,
than
ever
before.
BMC Public Health,
Journal Year:
2025,
Volume and Issue:
25(1)
Published: Jan. 23, 2025
eHealth
Literacy
(eHL)
is
a
set
of
competencies
and
skills
encompassing
the
knowledge,
comfort
perceived
ability
to
identify,
evaluate
apply
electronic
health
information
problems.
Given
its
role
in
appropriate
use
technologies,
ensuring
equitable
access
improving
patient
outcomes,
this
study
aims
systematically
retrieve,
qualitatively
quantitative
pool
critically
appraise
available
experimental
evidence
on
effectiveness
eHL
interventions
across
different
population
groups.
Following
PRISMA
guidelines,
we
conducted
systematic
review
PubMed/Medline,
Scopus,
Web
Science,
Embase,
Cochrane
Library
ClinicalTrials.gov,
including
original
studies
quantifying
aimed
at
increasing
eHL,
as
assessed
by
Scale
(eHEALS)
or
other
validated
scales.
We
performed
random-effects
model
meta-analysis
comparing
changes
levels
before
after
interventions,
between
intervention
control
Heterogeneity
was
using
I2
statistics.
Out
504
retrieved,
15
2011
2023
met
inclusion
criteria.
Target
populations
included
adults
7
studies,
older
people
5
young
4.
The
10
that
used
eHEALS.
Participants
showed
mean
increase
eHEALS
scores
5.81
points
(95%
CI
=
3.36–8.26,
N
1025)
following
compared
pre-intervention
period.
In
analysis
groups,
found
statistically
significant
difference
improvement
favour
group,
with
3.62
1.63–5.60,
1258)
higher
group
than
Subgroup
analyses
type,
stratified
Collaborative
Learning
(CL)
Individualistic
(IL)
increases
pre-post
(CL:
UMD
5.19,
0.01–10.38,
402;
IL:
6.05;
3.14–8.97,
623)
vs.
IL
(DMD
4.98;
1.77–8.12,
540).
Our
findings
support
tailored
significantly
enhancing
providing
key
insights
for
evidence-based
design
targeted
Pharmacy,
Journal Year:
2025,
Volume and Issue:
13(1), P. 19 - 19
Published: Feb. 5, 2025
Prescription
digital
therapeutics
(PDTs)
are
emerging
as
a
pivotal
component
of
healthcare,
providing
software-based
therapies
for
various
diseases.
This
review
aims
to
analyze
the
regulatory
landscape
in
U.S.,
safety,
efficacy,
and
current
challenges
PDTs,
focusing
on
mental
health
conditions.
Relevant
articles
were
searched
PubMed,
Google
Scholar,
ClinicalTrials.gov,
FDA
Guidance
Documents
databases,
supplemented
by
manual
searches
reference
lists
from
included
studies.
Inclusion
criteria
covered
English-language
studies
development
application,
therapeutic
guidelines
PDTs
health.
Data
extraction
synthesis
conducted
summarize
key
findings
trends
literature.
frameworks
evolving
through
pathways
de
novo
510(k)
applications,
with
patient-centric
guidance.
Clinical
trials
real-world
data
support
PDTs’
safety
while
highlighting
needs.
Challenges
include
payer
coverage,
patient
accessibility,
privacy
concerns.
Mixed
feedback
reveals
areas
improvement.
Limited
healthcare
provider
engagement
coverage
contributed
financial
PDT
manufacturers.
Future
suggest
that
will
expand
beyond
The
underscores
need
continued
research,
refinement,
collaborative
efforts
across
stakeholders
ensure
successful
integration
into
healthcare.
Advanced Materials,
Journal Year:
2024,
Volume and Issue:
unknown
Published: Aug. 6, 2024
Cancer
treatment
is
a
continuous
process,
that
the
current
therapy
cannot
meet
requirement
well,
including
radiotherapy
and
chemotherapy.
Wearable
ultrasound
device
has
potential
for
sonodynamic
due
to
its
portability.
However,
miniaturization
of
ultrasonic
probe,
system
integration
device,
strategy
are
still
urgent
issues
be
addressed.
Herein,
portable
wearable
antitumor
introduced,
which
utilizes
custom-developed
multiplexed
patch
array
(CWUS
Patch)
accurately
focus
on
lesion
site
controllably
stimulate
sonosensitizer
produce
large
amount
toxic
reactive
oxygen
species
(ROS).
The
enables
dynamic
control
patches
allows
real-time
adjustments
optimize
their
performance
in
various
applications,
providing
greater
flexibility
precision
healthcare
technology.
Furthermore,
excellent
penetration
property
into
tumor
tissues
induce
synchronous
apoptosis
cells
from
inside
out
verified
through
mouse
model
breast
cancer.
This
fully
integrated
conformal
provides
promising
approach
noninvasively,
continuously,
efficiently
treat
deep
tumors.
Healthcare,
Journal Year:
2024,
Volume and Issue:
12(6), P. 670 - 670
Published: March 16, 2024
Digital
technologies
have
greatly
developed
and
impacted
several
aspects
of
life,
including
health
lifestyle.
Activity
tracking,
mobile
applications,
devices
may
also
provide
messages
goals
to
motivate
adopting
healthy
behaviors,
namely
physical
activity
dietary
changes.
This
review
aimed
assess
the
effectiveness
digital
resources
in
supporting
behavior
changes,
thus
influencing
weight
loss,
people
with
overweight
or
obesity.
A
systematic
was
conducted
according
PRISMA
guidelines.
The
protocol
registered
PROSPERO
(CRD42023403364).
Randomized
Controlled
Trials
published
from
database’s
inception
8
November
2023
focused
on
digital-based
at
increasing
for
purpose
without
changes
diet,
were
considered
eligible.
In
total,
1762
studies
retrieved
31
met
inclusion
criteria.
Although
they
differed
type
technology
used
their
design,
two-thirds
reported
significantly
greater
loss
among
electronic
device
users
than
controls.
Many
these
tailored
specialist-guided
interventions.
use
be
useful
support
weight-loss
interventions
Personalized
feedback
can
increase
new
motivating
Pharmaceuticals,
Journal Year:
2024,
Volume and Issue:
17(3), P. 395 - 395
Published: March 19, 2024
Adverse
drug
reactions
continue
to
be
not
only
one
of
the
most
urgent
problems
in
clinical
medicine,
but
also
a
social
problem.
The
aim
this
study
was
bibliometric
analysis
use
digital
technologies
prevent
adverse
and
an
overview
their
main
applications
improve
safety
pharmacotherapy.
search
conducted
using
Web
Science
database
for
period
1991–2023.
A
positive
trend
publications
field
management
revealed.
total
72%
all
relevant
come
from
following
countries:
USA,
China,
England,
India,
Germany.
Among
organizations
active
side
effect
technologies,
American
Chinese
universities
dominate.
Visualization
publication
keywords
VOSviewer
software
1.6.18
revealed
four
clusters:
“preclinical
studies”,
“clinical
trials”,
“pharmacovigilance”,
“reduction
order
patient’s
quality
life”.
Molecular
design
virtual
models
toxicity
modeling,
data
integration,
repurposing
are
among
key
tools
used
preclinical
research
phase.
Integrating
application
machine
learning
algorithms
analysis,
monitoring
electronic
databases
spontaneous
messages,
medical
records,
scientific
databases,
networks,
device
into
trials
pharmacovigilance
systems,
can
significantly
efficiency
development,
implementation,
processes.
result
combining
these
is
huge
synergistic
provision
up-to-date
valuable
information
healthcare
professionals,
patients,
health
authorities.
Cancers,
Journal Year:
2024,
Volume and Issue:
16(13), P. 2293 - 2293
Published: June 21, 2024
Digital
health
technologies
have
the
potential
to
alleviate
increasing
cancer
burden.
Incorporating
patients'
perspectives
on
digital
tools
has
been
identified
as
a
critical
determinant
for
their
successful
uptake
in
care.
The
main
objective
of
this
scoping
review
was
provide
an
overview
existing
evidence
and
requirements
patient-facing
technologies.
Three
databases
(CINAHL,
MEDLINE,
Science
Direct)
were
searched
128
studies
eligible
inclusion.
Web-based
software/platforms,
mobile
or
smartphone
devices/applications,
remote
sensing/wearable
employed
delivery
interventions
patient
monitoring
most
frequently
abilities
enable
care
management,
user-friendliness,
facilitate
patient-clinician
interactions
technological
predominantly
considered
important
by
patients.
findings
from
that
could
inform
future
research
technology-associated
parameters
influencing
decisions
regarding
adoption
Global Health Action,
Journal Year:
2024,
Volume and Issue:
17(1)
Published: Oct. 22, 2024
Background
Digital
health
technologies,
such
as
mobile
applications,
wearable
devices,
and
electronic
record
systems,
have
significantly
enhanced
global
security
by
enabling
timely
data
collection
analysis,
identifying
infectious
disease
trends,
reducing
infection
risk
through
remote
services.
JMIR Public Health and Surveillance,
Journal Year:
2024,
Volume and Issue:
10, P. e51279 - e51279
Published: March 5, 2024
Background
The
COVID-19
pandemic
rapidly
changed
the
landscape
of
clinical
practice
in
United
States;
telehealth
became
an
essential
mode
health
care
delivery,
yet
many
components
use
remain
unknown
years
after
disease’s
emergence.
Objective
We
aim
to
comprehensively
assess
and
its
associated
factors
States.
Methods
This
cross-sectional
study
used
a
nationally
representative
survey
(Health
Information
National
Trends
Survey)
administered
US
adults
(≥18
years)
from
March
2022
through
November
2022.
To
adoption,
perceptions
telehealth,
satisfaction
with
purpose,
we
conducted
weighted
descriptive
analyses.
identify
subpopulations
low
adoption
developed
multivariable
logistic
regression
model.
Results
Among
total
6252
participants,
39.3%
(2517/6252)
reported
past
12
months
(video:
1110/6252,
17.8%;
audio:
876/6252,
11.6%).
most
prominent
reason
for
not
using
was
due
providers
failing
offer
this
option
(2200/3529,
63%).
common
respondents
offered
services
preference
in-person
(527/578,
84.4%).
Primary
motivations
were
providers’
recommendations
(1716/2517,
72.7%)
convenience
(1516/2517,
65.6%),
mainly
acute
minor
illness
(600/2397,
29.7%)
chronic
condition
management
(583/2397,
21.4%),
purposes
differed
by
age,
race/ethnicity,
income.
rate
predominately
high,
no
technical
problems
(1829/2517,
80.5%),
comparable
quality
that
(1779/2517,
75%),
privacy
concerns
(1958/2517,
83.7%).
Younger
individuals
(odd
ratios
[ORs]
1.48-2.23;
18-64
vs
≥75
years),
women
(OR
1.33,
95%
CI
1.09-1.61),
Hispanic
1.37,
1.05-1.80;
non-Hispanic
White),
those
more
education
1.72,
1.03-2.87;
at
least
college
graduate
less
than
high
school),
unemployed
1.25,
1.02-1.54),
insured
1.83,
1.25-2.69),
or
poor
general
status
1.66,
1.30-2.13)
had
higher
odds
telehealth.
Conclusions
our
best
knowledge,
is
among
first
studies
examine
patient
around
use,
including
of,
with,
purpose
as
well
sociodemographic
survey.
wide
array
findings
identified
associations
will
help
systems
understand
drive
patients
toward
away
visits
technology
becomes
routinely
available
across
States,
providing
future
directions
research.