Sensors,
Год журнала:
2018,
Номер
18(11), С. 3939 - 3939
Опубликована: Ноя. 14, 2018
Motor
functions
are
deteriorated
by
aging.
Some
conditions
may
magnify
this
deterioration.
This
study
examined
whether
hemodialysis
(HD)
process
would
negatively
impact
gait
and
balance
beyond
diabetes
condition
among
mid-age
adults
(48–64
years)
older
(65+
years).
One
hundred
ninety-six
subjects
(age
=
66.2
±
9.1
years,
body-mass-index
30.1
6.4
kg/m2,
female
56%)
in
5
groups
were
recruited:
with
undergoing
HD
(Mid-age
HD+,
n
38)
without
HD−,
40);
(Older
36)
37);
non-diabetic
DM−,
45).
Gait
parameters
(stride
velocity,
stride
length,
cycle
time,
double
support)
(ankle,
hip,
center
of
mass
sways)
quantified
using
validated
wearable
platforms.
Groups
had
overall
poorer
compared
to
the
group
(p
<
0.050).
Among
people
diabetes,
HD+
significantly
worsened
when
comparing
HD−
(Cohen’s
effect
size
d
0.63–2.32,
p
Between-group
difference
was
more
pronounced
largest
observed
for
length
(d
2.32,
0.001).
Results
suggested
that
deterioration
normalized
speed
correlated
age
(r
−0.404,
0.001),
while
correlation
diminished
HD−.
Interestingly,
results
also
poor
Older
is
related
ankle
stability,
no
between
stability
HD+.
Using
objective
assessments,
confirmed
presence
can
deteriorate
balance,
be
magnified
process.
described
gait.
However,
HD,
a
dominate
factor
describing
irrespective
static
balance.
feasibility
platforms
quantify
motor
performance
during
routine
dialysis
clinic
visit.
These
assessments
assist
identifying
early
function,
which
turn
promote
timely
intervention.
Occupational and Environmental Medicine,
Год журнала:
2018,
Номер
75(10), С. 689 - 695
Опубликована: Авг. 20, 2018
Objective
Office
environments
have
been
causally
linked
to
workplace-related
illnesses
and
stress,
yet
little
is
known
about
how
office
workstation
type
objective
metrics
of
physical
activity
stress.
We
aimed
explore
these
associations
among
workers
in
US
federal
buildings.
Methods
conducted
a
wearable,
sensor-based,
observational
study
231
four
Outcome
variables
included
workers’
physiological
stress
response,
perceived
Relationships
between
were
assessed
using
structural
equation
modelling.
Results
Workers
open
bench
seating
more
active
at
the
than
those
private
offices
cubicles
(open
vs
office=225.52
mG
(31.83%
higher
on
average)
(95%
CI
136.57
314.46);
cubicle=185.13
(20.16%
66.53
303.72)).
Furthermore,
experienced
lower
(−0.27
(9.10%
−0.54
−0.02)).
Finally,
was
related
(higher
heart
rate
variability
time
domain)
outside
(−26.12
ms/mG
(14.18%
−40.48
−4.16)).
Conclusions
enhanced
reduced
This
research
highlights
design,
driven
by
type,
could
be
health-promoting
factor.
Sensors,
Год журнала:
2021,
Номер
21(9), С. 3090 - 3090
Опубликована: Апрель 29, 2021
Background:
Social
isolation
during
COVID-19
may
negatively
impact
older
adults’
wellbeing.
To
assess
its
impact,
we
measured
changes
in
physical
activity
and
sleep
among
community-dwelling
adults,
from
pre-to
post-pandemic
declaration.
Method:
Physical
adults
(n
=
10,
age
77.3
±
1.9
years,
female
40%)
were
remotely
assessed
within
3-month
6-month
declaration
using
a
pendant-wearable
system.
Depression
was
pre-and
the
Center
for
Epidemiologic
Studies
scale
compared
with
48
h
continuous
monitoring
data
before
pandemic.
Results:
Compared
to
pre-pandemic,
time
spent
standing
declined
by
32.7%
(Cohen’s
d
0.78,
p
<
0.01),
walking
52.2%
(d
1.1,
step-counts
55.1%
1.0,
0.016),
postural
transitions
44.6%
0.82,
0.017)
increase
sitting
duration
20.5%
0.5,
0.049).
symptoms
increased
150%
0.8,
0.046).
Interestingly,
depression
significantly
correlated
unbroken-prolong
bout
(ρ
0.677,
0.032),
cadence
−0.70,
0.024),
−0.72,
0.019).
Conclusion:
This
is
one
of
early
longitudinal
studies
highlighting
adverse
effect
pandemic
on
objectively
adults.
Our
observations
showed
need
timely
intervention
mitigate
hard
reverse
consequences
decreased
such
as
depression.
Journal of NeuroEngineering and Rehabilitation,
Год журнала:
2020,
Номер
17(1)
Опубликована: Ноя. 4, 2020
Abstract
Background
Recent
advances
in
wearable
sensor
technologies
enable
objective
and
long-term
monitoring
of
motor
activities
a
patient’s
habitual
environment.
People
with
mobility
impairments
require
appropriate
data
processing
algorithms
that
deal
their
altered
movement
patterns
determine
clinically
meaningful
outcome
measures.
Over
the
years,
large
variety
have
been
published
this
review
provides
an
overview
measures,
concepts
algorithms,
type
placement
required
sensors
as
well
investigated
patient
populations
measurement
properties.
Methods
A
systematic
search
was
conducted
MEDLINE,
EMBASE,
SCOPUS
October
2019.
The
strategy
designed
to
identify
studies
(1)
involved
people
impairments,
(2)
used
inertial
sensors,
(3)
provided
description
underlying
algorithm,
(4)
quantified
aspect
everyday
life
activity.
two
authors
independently
screened
hits
for
eligibility
extraction
narrative
review.
Results
Ninety-five
were
included
They
covered
measures
which
can
be
grouped
into
four
categories:
maintaining
changing
body
position,
walking
moving,
moving
around
using
wheelchair,
involve
upper
extremity.
validity
or
reproducibility
these
outcomes
fourteen
different
populations.
Most
evaluated
algorithm’s
accuracy
detect
certain
unlabeled
raw
data.
depends
on
activity
measure
are
thoroughly
described
usability
applied
setups
rarely
reported.
Conclusion
This
comprehensive
applications
quantify
impairments.
It
summarizes
state-of-the-art,
it
quick
access
relevant
literature,
enables
identification
gaps
evaluation
existing
development
new
algorithms.
Indoor Air,
Год журнала:
2019,
Номер
30(1), С. 167 - 179
Опубликована: Окт. 30, 2019
This
study
offers
a
new
perspective
on
the
role
of
relative
humidity
in
strategies
to
improve
health
and
wellbeing
office
workers.
A
lack
studies
sufficient
participant
size
diversity
relating
(RH)
measured
outcomes
has
been
driving
factor
relaxing
thermal
comfort
standards
for
RH
removing
lower
limit
dry
air.
We
examined
association
between
objectively
stress
responses,
physical
activity
(PA),
sleep
quality.
diverse
group
workers
(n
=
134)
from
four
well-functioning
federal
buildings
wore
chest-mounted
heart
rate
variability
monitors
three
consecutive
days,
while
at
same
time,
temperature
(T)
were
their
workplaces.
Those
who
spent
majority
time
conditions
30%-60%
experienced
25%
less
than
those
drier
conditions.
Further,
correlational
our
response
suggests
optimal
values
may
exist
within
an
even
narrower
range
around
45%.
Finally,
we
found
indirect
effect
poorer
quality,
mediated
by
outside
this
range.
Journal of NeuroEngineering and Rehabilitation,
Год журнала:
2021,
Номер
18(1)
Опубликована: Июль 8, 2021
Abstract
Background
Globally
the
population
of
older
adults
is
increasing.
It
estimated
that
by
2050
number
over
age
60
will
represent
21%
world’s
population.
Frailty
a
clinical
condition
associated
with
ageing
resulting
in
an
increase
adverse
outcomes.
considered
greatest
challenge
facing
affecting
16%
community-dwelling
populations
worldwide.
Aim
The
aim
this
systematic
review
to
explore
how
wearable
sensors
have
been
used
assess
frailty
adults.
Method
Electronic
databases
Medline,
Science
Direct,
Scopus,
and
CINAHL
were
systematically
searched
March
2020
November
2020.
A
search
constraint
articles
published
English,
between
January
2010
was
applied.
Papers
included
primary
observational
studies
involving;
aged
>
years,
sensor
provide
quantitative
measurements
physical
activity
(PA)
or
mobility
measure
frailty.
Studies
excluded
if
they
non-wearable
for
outcome
measurement
outlined
algorithm
application
development
exclusively.
methodological
quality
selected
assessed
using
Appraisal
Tool
Cross-sectional
(AXIS).
Results
Twenty-nine
examining
use
discriminate
stages
included.
Thirteen
different
body-worn
eight
body-locations.
Participants
performed
home,
laboratory
hospital
settings.
Postural
transitions,
steps,
percentage
time
PA
intensity
together
most
frequently
measured
parameters
followed
closely
gait
speed.
All
but
one
study
demonstrated
association
level
reports
speed
indicate
correlation
Conclusions
Wearable
successfully
evaluate
Further
research
needed
identify
feasible,
user-friendly
device
body-location
can
be
signs
pre-frailty
This
would
facilitate
early
identification
targeted
intervention
reduce
burden
Sensors,
Год журнала:
2021,
Номер
21(20), С. 6918 - 6918
Опубликована: Окт. 19, 2021
In
the
elderly,
geriatric
problems
such
as
risk
of
fall
or
frailty
are
a
challenge
for
society.
Patients
with
present
difficulties
in
walking
and
higher
risk.
The
use
sensors
gait
analysis
allows
detection
objective
parameters
related
to
these
pathologies
make
an
early
diagnosis.
Inertial
Measurement
Units
(IMUs)
wearables
that,
due
their
accuracy,
portability,
low
price,
excellent
option
analyze
human
health-monitoring
applications.
Many
relevant
(e.g.,
step
time,
speed)
used
assess
motor,
even
cognitive,
health
but
we
perceived
that
there
is
not
full
consensus
on
which
most
significant
estimate
state.
this
work,
analyzed
different
IMU-based
proposed
literature
state
(robust,
prefrail,
frail)
aim
was
collect
parameters,
measured
from
inertial
sensors,
able
discriminate
between
patient
groups
highlight
those
controversy
among
examined
works.
For
purpose,
review
studies
published
recent
years
carried
out;
apart
10
previous
reviews
using
other
sensing
technologies,
total
22
specific
giving
statistical
significance
values
were
analyzed.
results
showed
double-support
speed,
stride
number
steps/day
percentage/day,
case
detection,
trunk
stability
movements
relevant.
Although
important,
works
found
limited
them
performed
statistics
subsets
all
possible
parameters;
fact
highlights
need
new
more
complete
set
parameters.
Experimental Gerontology,
Год журнала:
2025,
Номер
200, С. 112668 - 112668
Опубликована: Янв. 7, 2025
Frailty
is
one
of
the
most
concerning
aspects
global
population
aging,
and
early
identification
crucial
to
prevent
or
reverse
its
progression.
Simple,
universal,
efficient
frailty
assessment
technologies
are
essential
for
timely
detection
in
older
patients.
Various
multi-dimensional
instruments
have
been
developed
quantify
phenotypes;
we
review
literature
on
wearable
sensor
leveraged
person
assessment.
This
examines
representative
studies
published
up
2024,
summarizing
pertinent
utilized
Our
findings
suggest
that
objective,
simple,
rapid,
affordable
sensor-based
screening
holds
utility
across
diverse
applications
including
diagnostic
aid,
prognostication,
endpoint
ascertainment
research.
Sensors,
Год журнала:
2019,
Номер
19(3), С. 452 - 452
Опубликована: Янв. 22, 2019
Indoor
localization
systems
have
already
wide
applications
mainly
for
providing
localized
information
and
directions.
The
majority
of
them
focus
on
commercial
such
us
advertisements,
guidance
asset
tracking.
Medical
oriented
are
uncommon.
Given
the
fact
that
an
individual's
indoor
movements
can
be
indicative
his/her
clinical
status,
in
this
paper
we
present
a
low-cost
system
with
room-level
accuracy
used
to
assess
frailty
older
people.
We
focused
designing
easy
installation
low
cost
by
non
technical
staff.
was
installed
people
houses
order
collect
data
about
their
habits.
collected
were
examined
combination
showing
correlation
between
them.
is
based
processing
Received
Signal
Strength
Indicator
(RSSI)
measurements
tracking
device,
from
Bluetooth
Beacons,
using
fingerprint-based
procedure.
has
been
tested
realistic
settings
achieving
above
93%
room
estimation.
proposed
271
collecting
1⁻7-day
sessions.
evaluation
ten-fold
cross-validation
showed
83%
classification
monitored
person
regarding
status
(Frail,
Pre-frail,
Non-frail).