medRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2023,
Volume and Issue:
unknown
Published: Nov. 30, 2023
Abstract
This
study
explores
the
potential
of
3D
Slice-to-Volume
Registration
(SVR)
motion-corrected
fetal
MRI
for
craniofacial
assessment,
traditionally
used
only
brain
analysis.
In
addition,
we
present
first
description
an
automated
pipeline
based
on
Attention
UNet
trained
segmentation,
followed
by
surface
refinement.
Results
printing
selected
models
are
also
presented.
Qualitative
analysis
multiplanar
volumes
SVR
output
and
segmentations
outputs,
assessed
with
computer
printed
models,
were
standardised
protocols
that
developed
evaluating
image
quality
visibility
diagnostic
features.
A
test
set
25,
postnatally
confirmed,
Trisomy
21
cases
(24-36
weeks
gestational
age),
revealed
reconstructed
T2
images
provided
66-100%
relevant
head
structures
in
output,
20-100%
60-90%
anatomical
was
seen
baseline
refined
model
outputs
respectively.
Furthermore,
12
25
cases,
48%,
demonstrated
good
or
excellent
overall
a
further
9
36%
demonstrating
moderate
to
include
facial,
scalp
external
ears.
Additional
physical
real-size
(20-36
age)
good/excellent
all
distinguishable
features
between
healthy
control
confirmed
anomalies,
minor
manual
adjustments
required
before
printing.
Despite
varying
data
heterogeneity,
T2w
reconstructions
sufficient
resolution
subjective
characterisation
subtle
We
contributed
publicly
accessible
online
atlas
head,
validated
accurate
representation
normal
anatomy.
Future
research
will
focus
quantitative
analysis,
optimizing
pipeline,
exploring
diagnostic,
counselling,
educational
applications
assessment.
Biomedicines,
Journal Year:
2024,
Volume and Issue:
12(12), P. 2692 - 2692
Published: Nov. 25, 2024
Background:
Osteogenesis
imperfecta
(OI)
is
a
rare
genetic
disorder
affecting
mainly
type
I
collagen,
which
leads
to
bone
fragility
and
deformities.
OI
patients
also
present
craniofacial
abnormalities
such
as
macrocephaly
malocclusion.
Recently,
dysmorphism
was
highlighted
in
the
osteogenesis
mouse
(oim),
validated
model
of
most
severe
form
OI.
This
study
explores
impact
zoledronic
acid
(ZA),
commonly
administered
increase
mass
mechanical
strength,
on
oim
structure.
Methods:
Fifteen
received
single
intravenous
ZA
injection
(100
µg/kg)
at
5
weeks
(ZA
group),
while
fifteen
remained
untreated
(control).
Before
euthanasia
14
weeks,
vivo
computed
tomography
provided
craniometric
data.
Post-euthanasia,
heads
underwent
peripheral
Quantitative
Computed
Tomography
(pQCT);
coronal
decalcified
sections
through
temporomandibular
joints
were
analyzed
(n
=
6/mouse)
after
Masson’s
trichrome
staining
(3
sections)
or
under
polarized
light
collagen
birefringence
sections).
Results:
In
craniometry
positive
effect
vertical
growth
models
compared
ones,
with
significant
increases
mandibular
length
incisor
height
without
any
change
transversal
dimensions.
The
pQCT
scans
showed
significantly
higher
total
mineral
density
cortical
ramus
than
group.
Via
microscopic
analysis,
cranial
vault
thicker
group
group,
but
differences
not
significant.
Conclusion:
To
conclude,
had
some
beneficial
effects
and,
lower
extent,
thickness,
dimensions
did
seem
be
influenced
by
intake.
These
data
emphasize
need
consider
whole
skeleton
when
treating
patients.
medRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2023,
Volume and Issue:
unknown
Published: Nov. 30, 2023
Abstract
This
study
explores
the
potential
of
3D
Slice-to-Volume
Registration
(SVR)
motion-corrected
fetal
MRI
for
craniofacial
assessment,
traditionally
used
only
brain
analysis.
In
addition,
we
present
first
description
an
automated
pipeline
based
on
Attention
UNet
trained
segmentation,
followed
by
surface
refinement.
Results
printing
selected
models
are
also
presented.
Qualitative
analysis
multiplanar
volumes
SVR
output
and
segmentations
outputs,
assessed
with
computer
printed
models,
were
standardised
protocols
that
developed
evaluating
image
quality
visibility
diagnostic
features.
A
test
set
25,
postnatally
confirmed,
Trisomy
21
cases
(24-36
weeks
gestational
age),
revealed
reconstructed
T2
images
provided
66-100%
relevant
head
structures
in
output,
20-100%
60-90%
anatomical
was
seen
baseline
refined
model
outputs
respectively.
Furthermore,
12
25
cases,
48%,
demonstrated
good
or
excellent
overall
a
further
9
36%
demonstrating
moderate
to
include
facial,
scalp
external
ears.
Additional
physical
real-size
(20-36
age)
good/excellent
all
distinguishable
features
between
healthy
control
confirmed
anomalies,
minor
manual
adjustments
required
before
printing.
Despite
varying
data
heterogeneity,
T2w
reconstructions
sufficient
resolution
subjective
characterisation
subtle
We
contributed
publicly
accessible
online
atlas
head,
validated
accurate
representation
normal
anatomy.
Future
research
will
focus
quantitative
analysis,
optimizing
pipeline,
exploring
diagnostic,
counselling,
educational
applications
assessment.