Advances in PET Imaging of Large Vessel Vasculitis: An Update and Future Trends
Seminars in Nuclear Medicine,
Journal Year:
2024,
Volume and Issue:
54(5), P. 753 - 760
Published: March 27, 2024
Systemic
vasculitides
are
autoimmune
diseases
characterized
by
inflammation
of
blood
vessels.
They
categorized
based
on
the
size
preferentially
affected
vessels:
large-,
medium-,
and
small-vessel
vasculitides.
The
main
forms
large-vessel
vasculitis
include
giant
cell
arteritis
(GCA)
Takayasu
(TAK).
Depending
location
vessels,
various
imaging
modalities
can
be
employed
for
diagnosis
large
vessel
vasculitis:
ultrasonography
(US),
magnetic
resonance
angiography
(MRA),
computed
tomography
(CTA),
[
Language: Английский
A Machine Learning Model Based on Radiomic Features as a Tool to Identify Active Giant Cell Arteritis on [18F]FDG-PET Images During Follow-Up
Diagnostics,
Journal Year:
2025,
Volume and Issue:
15(3), P. 367 - 367
Published: Feb. 4, 2025
Objective:
To
investigate
the
feasibility
of
a
machine
learning
(ML)
model
based
on
radiomic
features
to
identify
active
giant
cell
arteritis
(GCA)
in
aorta
and
differentiate
it
from
atherosclerosis
follow-up
[18F]FDG-PET/CT
images
for
therapy
monitoring.
Methods:
train
ML
model,
64
[18F]FDG-PET
scans
34
patients
with
proven
GCA
control
subjects
type
2
diabetes
mellitus
were
retrospectively
included.
The
was
delineated
into
ascending,
arch,
descending,
abdominal
aorta.
From
each
segment,
95
extracted.
All
segments
randomly
split
training/validation
(n
=
192;
80%)
test
set
46;
20%).
In
total,
441
models
trained,
using
combinations
seven
feature
selection
methods,
classifiers,
nine
different
numbers
features.
performance
assessed
by
area
under
curve
(AUC).
best
performing
compared
clinical
report
nuclear
medicine
physicians
19
(7
GCA,
12
inactive
GCA).
For
explainability,
an
occlusion
map
created
illustrate
important
regions
decision
model.
Results:
ten-feature
ANOVA
as
selector
random
forest
classifier
demonstrated
highest
(AUC
0.92
±
0.01).
Compared
report,
this
showed
higher
PPV
(0.83
vs.
0.80),
NPV
(0.85
0.79),
accuracy
(0.84
0.79)
detection
scans.
Conclusions:
current
radiomics
able
This
demonstrates
potential
monitoring
tool
challenging
patients.
Language: Английский
Global Control for Local SO(3)-Equivariant Scale-Invariant Vessel Segmentation
Lecture notes in computer science,
Journal Year:
2025,
Volume and Issue:
unknown, P. 269 - 279
Published: Jan. 1, 2025
Long Axial Field of View PET/CT: Technical Aspects in Cardiovascular Diseases
Seminars in Nuclear Medicine,
Journal Year:
2024,
Volume and Issue:
unknown
Published: Nov. 1, 2024
Positron
emission
tomography
/
computed
(PET/CT)
plays
a
pivotal
role
in
the
assessment
of
cardiovascular
diseases
(CVD),
particularly
context
ischemic
heart
disease.
Nevertheless,
its
application
other
forms
CVD,
such
as
infiltrative,
infectious,
or
inflammatory
conditions,
remains
limited.
Recently,
PET/CT
systems
with
an
extended
axial
field
view
(LAFOV)
have
been
developed,
offering
greater
anatomical
coverage
and
significantly
enhanced
PET
sensitivity.
These
advancements
enable
head-to-pelvis
imaging
single
bed
position,
(FOV)
approximately
2
meters,
even
total
body
(TB)
is
feasible
scan
session.
The
LAFOV
CVD
presents
promising
opportunity
to
improve
systemic
assessments
address
limitations
inherent
conventional
short
(SAFOV)
devices.
However,
several
technical
challenges,
including
procedural
considerations
for
complexities
data
processing,
arterial
input
function
extraction,
artefact
management,
not
fully
explored.
This
review
aims
discuss
aspects
relation
by
highlighting
key
opportunities
challenges
examining
impact
these
factors
on
evaluation
most
relevant
CVD.
Language: Английский
Quantitative aortic Na[18F]F positron emission tomography computed tomography as a tool to associate vascular calcification with major adverse cardiovascular events
European Journal of Nuclear Medicine and Molecular Imaging,
Journal Year:
2024,
Volume and Issue:
unknown
Published: Sept. 19, 2024
Language: Английский
Imaging in Large Vessel Vasculitis—A Narrative Review
Ioana Popescu,
No information about this author
Roxana Pintican,
No information about this author
Luminita Cocarla
No information about this author
et al.
Journal of Clinical Medicine,
Journal Year:
2024,
Volume and Issue:
13(21), P. 6364 - 6364
Published: Oct. 24, 2024
Vasculitis
refers
to
a
group
of
rare
conditions
characterized
by
the
inflammation
blood
vessels,
affecting
multiple
systems.
It
presents
diagnostic
and
therapeutic
challenge
due
its
broad
clinical
manifestations.
is
classified
based
on
size
affected
vessels:
small,
medium,
large,
or
variable-sized.
Large
vessel
vasculitis
(LVV),
particularly
giant
cell
arteritis
(GCA)
Takayasu
(TAK),
has
garnered
attention
significant
morbidity
mortality.
Both
involve
immune-mediated
vascular
wall,
despite
differing
in
epidemiology
presentation.
Early
identification
crucial
prevent
complications
like
organ
ischemia
hemorrhage.
Diagnostic
accuracy
can
be
hampered
false
negative
results,
making
comprehensive
investigation
essential.
Vascular
imaging,
including
computed
tomography
angiography
(CTA),
ultrasound
(US),
magnetic
resonance
imaging
(MRI),
positron
emission
tomography-computed
(PET-CT),
key
diagnosing
vasculitis,
revealing
wall
thickening
other
suggestive
features.
This
article
reviews
typical
atypical
CT
CTA
findings
LVV,
discusses
modalities,
highlights
their
role
management
prognosis.
emphasizes
importance
multidisciplinary
approach
critical
radiologists
improving
patient
outcomes
LVV.
Language: Английский