Markerless Motion Capture to Quantify Functional Performance in Neurodegeneration: Systematic Review
JMIR Aging,
Год журнала:
2024,
Номер
7, С. e52582 - e52582
Опубликована: Июль 16, 2024
Background
Markerless
motion
capture
(MMC)
uses
video
cameras
or
depth
sensors
for
full
body
tracking
and
presents
a
promising
approach
objectively
unobtrusively
monitoring
functional
performance
within
community
settings,
to
aid
clinical
decision-making
in
neurodegenerative
diseases
such
as
dementia.
Objective
The
primary
objective
of
this
systematic
review
was
investigate
the
application
MMC
using
full-body
tracking,
quantify
people
with
dementia,
mild
cognitive
impairment,
Parkinson
disease.
Methods
A
search
Embase,
MEDLINE,
CINAHL,
Scopus
databases
conducted
between
November
2022
February
2023,
which
yielded
total
1595
results.
inclusion
criteria
were
tracking.
157
studies
included
full-text
screening,
out
26
eligible
that
met
selection
review.
Results
Primarily,
selected
focused
on
gait
analysis
(n=24),
while
other
tasks,
sit
stand
(n=5)
stepping
place
(n=1),
also
explored.
However,
activities
daily
living
not
evaluated
any
studies.
models
varied
across
studies,
encompassing
(n=18)
versus
standard
mobile
phone
(n=2)
postprocessing
deep
learning
models.
only
6
rigorous
comparisons
established
gold-standard
Conclusions
Despite
its
potential
an
effective
tool
analyzing
movement
posture
individuals
disease,
further
research
is
required
establish
usefulness
quantifying
mobility
real
world.
Язык: Английский
Risk optimization during ongoing movement: Insights from movement and gaze behavior in throwing
Опубликована: Дек. 16, 2024
ABSTRACT
Handling
motor
noise
is
fundamental
to
successful
sensorimotor
behavior,
especially
in
high-risk
situations.
Research
using
finger-pointing
tasks
shows
that
humans
account
for
and
costs
of
potential
outcomes
movement
planning.
However,
does
this
mechanism
generalize
more
complex
tasks?
Here,
we
investigate
behavior
under
risk
throwing
across
three
experiments
with
20
participants
each.
Their
task
was
throw
balls
at
a
target
circle,
partially
overlapped
by
penalty
circle.
This
challenged
find
strategies
trade
off
penalties
rewards.
In
the
experiments,
magnitude
distance
between
circles
were
manipulated.
We
measured
location
their
final
gaze
fixation
before
movement—as
an
indicator
planned
aiming
point—and
ball’s
impact
location.
Without
penalty,
both
centered
on
target.
condition,
participants’
fixations
shifted
away
from
larger
shifts
higher
smaller
distances.
Interestingly,
locations
not
only
(“more
conservative”)
but
also
closer
statistically
optimal
(expected
gain-maximizing)
compared
fixated
aim
points.
Movement
trajectory
analyses
show
that,
conditions,
zone
increased
until
phases
movement.
These
results
suggest
evaluation
completed
pre-movement
planning
phase
further
optimized
during
execution.
NEW
&
NOTEWORTHY
extend
study
simple
movements
(Trommershäuser
et
al.,
2008)
virtual
reality.
Our
confined
cognitive
action,
system
continuously
biasing
competing
action
options
toward
regions
expected
Язык: Английский