Effective Autism Classification Through Grasping Kinematics
Autism Research,
Journal Year:
2025,
Volume and Issue:
unknown
Published: May 5, 2025
ABSTRACT
Autism
is
a
complex
neurodevelopmental
condition,
where
motor
abnormalities
play
central
role
alongside
social
and
communication
difficulties.
These
symptoms
often
manifest
in
early
childhood,
making
them
critical
targets
for
diagnosis
intervention.
This
study
aimed
to
assess
whether
kinematic
features
from
naturalistic
grasping
task
could
accurately
distinguish
autistic
participants
non‐autistic
ones.
We
analyzed
movements
of
young
adults,
tracking
two
markers
placed
on
the
thumb
index
finger.
Using
subject‐wise
cross‐validated
classifiers,
we
achieved
accuracy
scores
above
84%.
Receiver
operating
characteristic
analysis
revealed
strong
classification
performance
with
area
under
curve
values
0.95
at
0.85
trial‐wise
analysis.
findings
indicate
reliability
distinguishing
suggest
that
subtle
control
differences
can
be
effectively
captured,
offering
promising
approach
developing
accessible
reliable
diagnostic
tools
autism.
Language: Английский
Decreased central corpus callosum volume in autistic children is associated with repetitive behaviours and motor skills
Gaia Scaccabarozzi,
No information about this author
Denis Peruzzo,
No information about this author
Filippo Arrigoni
No information about this author
et al.
Published: May 16, 2025
Language: Английский
The role of dorsal premotor cortex in joint action inhibition
Scientific Reports,
Journal Year:
2024,
Volume and Issue:
14(1)
Published: Feb. 26, 2024
Behavioral
interpersonal
coordination
requires
smooth
negotiation
of
actions
in
time
and
space
(joint
action-JA).
Inhibitory
control
may
play
a
role
fine-tuning
appropriate
coordinative
responses.
To
date,
little
research
has
been
conducted
on
motor
inhibition
during
JA
the
modulatory
influence
that
premotor
areas
might
exert
inhibitory
control.
Here,
we
used
an
interactive
task
which
subjects
were
required
to
reach
open
bottle
using
one
hand.
The
was
held
stabilized
by
co-actor
(JA)
or
mechanical
holder
(vice
clamp,
no-JA).
We
recorded
two
TMS-based
indices
(short-interval
intracortical
inhibition-sICI;
cortical
silent
period-cSP)
reaching
phase
task.
These
reflect
fast
(GABAa-mediated)
slow
corticospinal
(GABAb-mediated)
inhibition.
Offline
continuous
theta
burst
stimulation
(cTBS)
interfere
with
dorsal
cortex
(PMd),
ventral
(PMv),
site
(vertex)
before
execution
Our
results
confirm
dissociation
between
provide
evidence
drive
only
mechanisms,
turn
behavioral
co-adaptation
trials.
Exploratory
analyses
further
suggest
PMd,
more
than
PMv,
is
key
source
sculpting
movements,
according
socio-interactive
context.
Language: Английский