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Neuroradiology (2013) 55:1365–1372
DOI 10.1007/s00234-013-1276-0
INTERVENTIONAL NEURORADIOLOGY
Radiation dose in neuroangiography using image noise
reduction technology: a population study based
on 614 patients
Michael Söderman & Maria Mauti & Sjirk Boon &
Artur Omar & María Marteinsdóttir &
Tommy Andersson & Staffan Holmin & Bart Hoornaert
Received: 26 June 2013 / Accepted: 15 August 2013 / Published online: 5 September 2013
# The Author(s) 2013. This article is published with open access at Springerlink.com
Abstract
Introduction The purpose of this study was to quantify the
reduction in patient radiation dose by X-ray imaging technology using image noise reduction and system settings for
neuroangiography and to assess its impact on the working
habits of the physician.
Methods Radiation dose data from 190 neuroangiographies
and 112 interventional neuroprocedures performed with stateof-the-art image processing and reference system settings
were collected for the period January–June 2010. The system
was then configured with extra image noise reduction algorithms and system settings, which enabled radiation dose
reduction without loss of image quality. Radiation dose data
from 174 neuroangiographies and 138 interventional neuroprocedures were collected for the period January–June 2012.
Procedures were classified as diagnostic or interventional.
Patient radiation exposure was quantified using cumulative
dose area product and cumulative air kerma. Impact on working habits of the physician was quantified using fluoroscopy
time and number of digital subtraction angiography (DSA)
images.
Results The optimized system settings provided significant
reduction in dose indicators versus reference system settings
(p<0.001): from 124 to 47 Gy cm2 and from 0.78 to 0.27 Gy
M. Söderman (*) : T. Andersson : S. Holmin
Department of Clinical Neuroscience, Karolinska Institute and
Department of Neuroradiology, Karolinska University Hospital –
Solna, Stockholm 17176, Sweden
e-mail: michael.soderman@karolinska.se
M. Mauti : S. Boon : B. Hoornaert
Philips Healthcare, Best, The Netherlands
A. Omar : M. Marteinsdóttir
Department of Medical Physics, Section of Imaging Physics,
Karolinska University Hospital, Stockholm, Sweden
for neuroangiography, and from 328 to 109 Gy cm2 and from
2.71 to 0.89 Gy for interventional neuroradiology. Differences
were not significant between the two systems with regard to
fluoroscopy time or number of DSA images.
Conclusion X-ray imaging technology using an image noise
reduction algorithm and system settings provided approximately 60% radiation dose reduction in neuroangiography
and interventional neuroradiology, without affecting the working habits of the physician.
Keywords Angiography . Radiation dose . Radiation
physics . Imaging technology . Interventional neuroradiology
Introduction
Complex neurovascular procedures may expose patients and,
secondarily, staff to high doses of ionizing radiation. The
potential consequences, such as erythema and hair loss, are
of major concern [1]. However, in accordance with the as low
as reasonably achievable (ALARA) principle, radiation doses
cannot be reduced below the level necessary for acceptable
clinical image quality.
An X-ray imaging technology using advanced image noise
reduction algorithms combined with optimized system settings that enable dose reduction and optimal image quality
was designed for digital subtraction angiography (DSA) and
fluoroscopy in neuroradiology, in order to reduce patient
radiation dose without impairing image quality (AlluraClarity;
Philips Healthcare, Best, Netherlands). A previous study
addressed non-inferiority of image quality in DSA at 75%
radiation dose reduction [2]. The current study aims to quantify the radiation dose reduction in a patient cohort subjected
to diagnostic neuroangiography or interventional neuroradiology and to test the hypothesis that the image noise reduction
1366
Neuroradiology (2013) 55:1365–1372
algorithms with optimized system settings would significantly
reduce patient radiation exposure without affecting parameters
such as fluoroscopy time and number of DSA images (“the
working habits of the physician”).
Methods
The study was approved by the local Ethical Review Board at
Karolinska University Hospital, Stockholm, Sweden.
Data acquired on a system equipped with a state-of-the-art
image processing with reference system settings (“reference
system”) was compared with data from the same system
equipped with advanced image noise reduction algorithms
combined with optimized system settings (“current system”).
Procedure and dose data for the reference system and the
current system were collected during January–June 2010 and
January–June 2012, respectively. The same radiologists were
employed and the same procedural techniques were used.
All examinations were performed on the same biplane flat
panel detector angiography system (AlluraXper FD20/20 biplane; Philips Healthcare), equipped during the second part of
the study with an image processing chain for noise reduction
in DSA and fluoroscopy, combined with optimized system
settings (AlluraClarity; Philips Healthcare).
The image processing chain uses several features to improve
image quality. The real-time automatic pixel shift feature is used
to reduce the anatomical structure noise which is introduced in
the subtracted image by patient motion or accidental table
motion. By minimizing this undesired noise source, quantum
noise will become the dominant noise source in DSA images.
Another feature is the temporal averaging of consecutive
images to create a combined mask and a combined live image.
Temporal averaging will reduce the amount of temporally
uncorrelated noise such as quantum noise. Contrast detection
functionality will reveal changes in the iodine bolus location
and prevent this from being “diluted” by the averaging.
In the spatial noise reduction feature, the first analysis
phase aims to reveal the predominant signal structures in the
image, which will be excluded from the low-pass spatial filter
in the second phase. The combination of phases will smooth
only the parts of the image which are considered featureless.
More details about the features are described in Söderman
et al. [2].
Optimization of system settings for DSA acquired with the
current system included typical tube voltage 75 kVp, additional 0.1 mm Cu+1 mm Al filter, detector dose of 0.7 μGy/fr
on largest field of view and 0.4 mm focal spot size [2].
Depending on the average equivalent water thickness,
the patient dose reduction for fluoroscopy, due to the lowexposure acquisition settings of the current system, can range
from approximately 10% for small equivalent water thickness
to approximately 50% for large equivalent water thickness,
achieved, for example, with steeper projections. The average
equivalent water thickness for the head is considered approximately 22 cm on the frontal plane and 18 cm for the lateral
plane, over the full population range [3]. For this average
water equivalent thickness, the expected patient dose reduction is 30%.
Patients were subjected to neuroangiography or endovascular
treatment during the study periods. Patient demographics and
procedure information were collected. Patients were categorized
as being subjected to diagnostic or interventional procedures.
Interventional procedures were further divided in subgroups: (a)
arteriovenous malformation (AVM), (b) aneurysm, (c) stroke
and (d) others.
Table 1 Patient demographics
Characteristic
CI confidence interval, SD standard deviation
a
p -Value (two-sided) from
ANOVA for continuous parameters, and from Chi-squared test for
categorical parameters
b
The number of interventions
was 112 for the reference system,
138 for the current system, and
250 in total
Age (years)
Mean±SD
95% CI
Median
Min–Max
Procedure duration (min)
Mean±SD
95% CI
Median
Min–Max
Intervention procedures,b n (%)
AVM
Aneurysm
Stroke
Other
Reference system
(n=302)
Current system
(n=312)
Total
(N=614)
51.6±17.6
49.6–53.6
53.0
0–91
56.5±17.4
54.6–58.4
59.0
1–91
54.1±17.7
52.7–55.5
56.0
0–91
58.5±54.0
52.4–64.6
35.0
5–260
64.2±58.9
57.6–70.8
40.0
5–325
61.4±56.6
56.9–65.9
39.5
5–325
9 (8.0)
26 (23.2)
41 (36.6)
36 (32.1)
4 (2.9)
38 (27.5)
45 (32.6)
51 (37.0)
13 (5.2)
64 (25.6)
86 (34.4)
87 (34.8)
p-Valuea
<0.001
0.212
0.232
Neuroradiology (2013) 55:1365–1372
1367
Fig. 1 Distribution of DAP
values for diagnostic procedures.
Dashed lines represent third
quartile (Q3). For graph layout
purposes, the x-axis is limited to
410 Gy cm2, with 5% of the
procedures for the reference
system not being displayed on the
scale (max value is 2,997 Gy cm2)
Patient radiation dose indicators, quantified as (cumulative)
dose area product (DAP) and cumulative air kerma (CAK), as
well as acquisition parameters, such as number of DSA images, fluoroscopy time, procedure time, and number of DSA
runs, were collected.
The equipment displayed the updated cumulative dose-area
product (DAP), measured by the internal transmission ionization chambers (KermaX plus; IBA Dosimetry, Schwarzenbruck,
Germany) configured in both planes.
The inherent dose-report system in the angiography equipment provided information, measured in Gy cm2, of DAP
fluoroscopy, DAP exposure, and total DAP (sum of DAP
fluoroscopy and DAP exposure). DAP exposure indicated
the DAP for all DSA acquisitions stored in the system.
CAK at the patient entrance reference point for frontal and
lateral channels was provided in Gy. This information was
sent via modality performance procedure step (MPPS)
automatically to the radiology information system (RIS;
Carestream, Vaughan, Canada)
The primary outcome of the study was radiation dose quantified as DAP and CAK. Secondary outcomes were fluoroscopy time, number of DSA images, number of DSA runs, and
procedure duration.
Statistical analysis
Descriptive statistics were used to describe patient and procedure characteristics, with differences between reference and
current system evaluated with one-way analysis of variance
(ANOVA) models at a significance level of α=0.05. Differences in exposure between the reference and the current
systems were compared using ANOVA with least square mean
dose values, using an F -test. Secondary covariance analyses
were performed for DAP, CAK, and acquisition measures
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Neuroradiology (2013) 55:1365–1372
Fig. 2 Distribution of DAP
values for interventional
procedures. Dashed lines
represent third quartile. For graph
layout purposes, the x-axis is
limited to 900 Gy cm2, with 5%
of the procedures for the reference
system not being displayed on the
scale (max value is 1,114 Gy cm2)
(analysis of covariance) to determine potential impact of demographic differences or type of intervention.
Results
interventional procedures. For both groups, the number of
AVMs is very small; therefore, procedural dose reduction
will not be calculated. The mean age for both groups was
54.1±17.7 years; however, patients treated with the current
system were older than those treated with the reference system
(p<0.001).
Subjects
Cumulative DAP
A total of 620 patients were included in the data collection;
however, 4 patients were excluded because the radiation dose
data information was incomplete, and 2 patients were excluded because they were classified as diagnostic and treatment
together. Therefore, 614 patients were analyzed. Patient baseline characteristics are summarized in Table 1. The reference
system group included 302 patients (172 females and 130
males) divided in 190 diagnostic and 112 interventional procedures. The current system group included 312 patients (172
females and 140 males) divided in 174 diagnostic and 138
DAP values were highly skewed with large variability (Figs. 1
and 2). Patient exposure and number of images were higher
for interventional procedures compared with diagnostic procedures. For diagnostic procedures, median total DAP and
median DAP exposure with the current system decreased from
124 to 47 Gy cm2 and from 113 to 36 Gy cm2, respectively
(Table 2). Both reductions were significant (p<0.001). Based
on geometric means, the patient radiation dose reduction was
62% for total DAP and 69% for DAP exposure.
Neuroradiology (2013) 55:1365–1372
Table 2 Descriptive summary of
DAP values for diagnostic and
interventional procedures
1369
Variable
Diagnostic
Reference system
(n=190)
DAP fluoroscopy, (Gy cm2)
Mean±SD
17.2±45.7
Median
9
Q1–Q3
6–17
Min–Max
1–593
95% CI
10.7–23.8
CI confidence interval, SD standard deviation, Q1 first quartile,
Q3 third quartile
DAP exposure (Gy cm2)
Mean±SD
145.2±190.0
Median
113
Q1–Q3
72–161
Min–Max
18–2,404
95% CI
118.0–172.4
Total DAP (Gy cm2)
Mean±SD
162.2±231.7
Median
124
Q1–Q3
78–179
Min–Max
21–2,997
95% CI
129.0–195.4
For interventional procedures, there was a dose reduction
from 328 to 109 Gy cm2 for total DAP, from 70 to 42 Gy cm2
for DAP fluoroscopy, and from 253 to 66 Gy cm2 for DAP
exposure, based on median values (Table 2); the differences
were significant (p<0.001). Based on geometric means, the
Table 3 Descriptive summary of CAK values for diagnostic and interventional procedures
Variable
CAK frontal
channel, Gy
Mean±SD
Median
Q1–Q3
Min–Max
95% CI
CAK lateral
channel, Gy
Mean±SD
Median
Q1–Q3
Min–Max
95% CI
Diagnostic
Intervention
Reference
system
n=190
Current
system
n=174
Reference
system
n=111
Current
system
n=138
0.78±0.89
0.31±0.33 2.56±1.74
0.97±0.89
0.59
0.35–0.91
0.08–10.48
0.65–0.91
n=188
0.21
0.13–0.37
0.03–2.21
0.26–0.36
n=170
2.06
1.22–3.65
0.27–7.34
2.23–2.89
n=111
0.68
0.38–1.35
0.04–5.15
0.82–1.12
n=135
0.26±0.28
0.19
0.11–0.31
0.02–2.88
0.22–0.30
0.10±0.16
0.06
0.03–0.11
0.00–1.49
0.07–0.12
0.94±0.86
0.65
0.32–1.25
0.06–4.86
0.78–1.10
0.38±0.51
0.21
0.10–0.45
0.01–3.18
0.29–0.47
CI confidence interval, SD standard deviation, Q1 first quartile, Q3 third
quartile
Intervention
Current system
(n=174)
Reference system
(n=112)
Current system
(n=138)
14.6±20.8
8
5–15
1–179
11.5–17.7
85.4±68.5
70
33–119
1–291
72.6–98.3
55.5±47.3
42
21–75
1–245
47.5–63.4
46.1±39.8
36
22–56
1–247
40.2–52.1
304.5±199.3
253
172–386
19–952
267.2–341.8
86.2±71.0
66
39–118
7–455
74.2–98.1
60.4±51.1
47
28–76
7–325
52.8–68.1
389.9±247.0
328
225–518
28–1,114
343.7–436.2
141.7±106.6
109
67–196
8–635
123.7–159.6
patient radiation dose reduction was 65%, 33%, and 73% for
total DAP, DAP fluoroscopy, and DAP exposure, respectively.
For both diagnostic and interventional procedures, the first
quartile (Q1) DAP for the reference system exceeded the third
quartile (Q3) of the DAP for the current system, except for
DAP fluoroscopy.
Regardless of the interventional subgroup, DAP values
decreased. The dose reduction (total DAP) was approximately
70%, 60%, and 65% for aneurysm, stroke, and other categories, respectively, based on geometric means.
Secondary analyses were performed to evaluate the impact
of age on DAP values because patient age was statistically
significantly different between the reference system and current system group, for interventional procedures. There was
no effect of age on DAP in the interventional procedure group
(p=0.2597).
Cumulative air kerma
CAK values were highly skewed with large variability. For
diagnostic angiographies the median CAK values were reduced from 0.78 to 0.27 Gy for frontal and lateral channel
together, with reduction from 0.59 to 0.21 Gy and from 0.19 to
0.06 Gy for the frontal and lateral channels, respectively
(Table 3); the difference was significant (p <0.001). The dose
reduction for the diagnostic procedures was 62% on the frontal channel and 67% on the lateral channel based on geometric
1370
Table 4 Descriptive summary of
acquisition settings for diagnostic
and interventional procedures
Neuroradiology (2013) 55:1365–1372
Variable
Diagnostic
Intervention
Reference system
(n=190)
CI confidence interval, SD standard deviation, Q1 first quartiler,
Q3 third quartile
Current system
(n=174)
Reference system
(n=112)
Current system
(n=138)
No. of acquired exposures/DSA images
Mean±SD
291.7±181.3
Median
266
Q1–Q3
160–385
Min–Max
30–1,096
95% CI
265.8–317.6
310.6±192.5
278
173–402
1–1,434
281.7–339.4
625.8±445.2
525
292–870
50–2,327
542.5–709.2
635.7±506.1
464
299–845
108–2,986
550.5–720.9
Fluoroscopy time (min)
Mean±SD
7.1±4.2
Median
6
Q1–Q3
4–9
Min–Max
0–22
95% CI
6.5–7.7
7.2±4.5
6
4–9
0–22
6.6–7.9
12.5±6.4
13
7–17
1–24
11.3–13.7
11.0±6.6
12
5–16
0–23
9.9–12.1
means. The median CAK values for interventional procedures
diminished from 2.71 to 0.89 Gy for frontal and lateral channel together, with reduction from 2.06 to 0.68 Gy and from
0.65 to 0.21 Gy for frontal and lateral channels, respectively.
The difference was significant (p<0.001). The dose reduction
was 66% on the frontal channel and 67% on the lateral
channel based on geometric means.
Regardless of the interventional subgroup, CAK values
were reduced for both frontal and lateral channels. Age had
no impact on CAK for patients subjected to interventional
procedures. In general, intervention type did not affect CAK
analyses.
Acquisition parameters
Acquisition parameter data showed a large variability. Fluoroscopy time and number of exposure images obtained were
substantially higher for interventional procedures (Table 4).
The difference in fluoroscopy time, number of DSA images,
number of DSA runs, and procedure duration did not reach
statistical significance.
Discussion
The aim of the study was to quantify the impact of X-ray
imaging technology using image noise reduction image processing combined with optimized system settings on patient
radiation dose indicators and to assess its effects on the working habits of the physician.
This study confirmed dose reduction for DAP exposure to
be 69% and 73% for diagnostic and interventional procedures,
respectively, based on geometric means. Similar results were
obtained in previously published work where comparison was
based on two DSA acquisitions, performed with reference and
current system settings, on the same patient [2]. Patient dose
reduction in fluoroscopy was 33% for interventional neuroradiology based on geometric means. For diagnostic and interventional procedures together, patient radiation dose reduction
for total DAP (sum of DAP fluoroscopy and DAP exposure)
and CAK was approximately 60%. Fluoroscopy time and
number of DSA images were both unaffected.
Similar to published analyses of patient exposure in interventional neuroradiology [3–7], this study reported wide variability in radiation exposure and acquisition parameters, with
variation per procedure type [8] and diagnostic versus interventional procedure [3, 9, 10]. Comparison with other studies
is troublesome because metrics used are often different. Some
authors report peak skin dose, measured or estimated [11, 12],
whereas we report DAP and CAK as displayed by the angiography system.
The RAD-IR study [4] reports mean DAP values of 320 Gy
cm2 for 382 cases including embolization of aneurysm and
AVM. Vano et al. [7] reports a mean DAP value of 305 Gy
cm2 and a median DAP value of 256 Gy cm2 for 172 embolization procedures. However, D’Ercole et al. [5] reports a
higher median value of 352 Gy cm2 for 82 procedures. The
RAD-IR study [4] also reported CAK values of 3.8 Gy for
interventional neuroradiology procedures among patients with
AVM and aneurysm. The study by Vano et al. [7] reported a
CAK median of 2.4 Gy and a CAK third quartile (Q3) value of
3.9 Gy for cerebral embolizations. These data are in agreement with our results obtained with reference dose settings.
The 2009 Society of Interventional Radiology guidelines
[13] recommend operators to be notified anytime CAK values
exceed 3 Gy and then every 1 Gy thereafter, or anytime DAP
Neuroradiology (2013) 55:1365–1372
exceeds 300 Gy cm2, and subsequently at increments of
100 Gy cm2. Less than 4% of diagnostic procedures performed
with reference system exceeded the threshold values for CAK
(sum of frontal and lateral channels) and about 9% exceeded
the threshold for DAP. Only in 1% of the cases undergoing
diagnostic procedures performed with the current system
exceeded the threshold for CAK, and <1% exceeded the
threshold for DAP. However, about 47% of interventional
procedures performed with the reference system exceeded
CAK values, and 58% exceeded DAP threshold values. The
RAD-IR study reported 55% and 67% of AVM and aneurysm
procedures to be greater than 3 Gy [4]. The percentage of
interventional procedures performed with the current system
that exceeded the threshold values was reduced; CAK threshold is exceeded in 10% of cases, whereas DAP in 8% of cases.
In this study, DSA provides about 70–80% of the total
procedure dose. Other studies report similar values [2, 14]
including the baseline study that this study is based on. With
the patient radiation dose reduction in DSA seen with the
current system, the relation fluoroscopy–DSA changes making the contribution of fluoroscopy equally relevant on total
procedure radiation load (fluoroscopy contributes for about
40% and DSA for about 60%).
Limitations to the study
Interpreting data from this study is limited by those factors
inherent to retrospective design including the inability to
match patients. In addition, the clinical complexity of the
procedure and comparative image quality has not been taken
into account in the study. Although data were obtained at the
same facility with the same clinical staff for the two recording
periods, it was not possible to determine if other patient
dose reduction measures, such as further collimation, were
implemented in the current system group. However, the reduction in DAP exposure observed in this study is in the same
range as that observed in a previously published work, where
comparison was based on the same patient for DSA acquisition [2]. Thus the patient dose reduction is likely the effect of
the optimized system settings.
Conclusion
The image noise reduction X-ray imaging technology in combination with optimized system settings, which enable dose
reduction and optimal image quality, reduced patient radiation
doses in DSA and fluoroscopy by approximately 60%; there
was no impact on physician working habits.
Acknowledgment We gratefully acknowledge Ms. Charlotta (Lotta)
Palmgren at the Hospital Physics Department of the Karolinska University Hospital for fruitful discussions.
1371
Conflict of interest M. Söderman received money from Philips
Healthcare for research collaboration. M. Mauti, S. Boon, and B. Hoornaert
are employees of Philips Healthcare.
Open Access This article is distributed under the terms of the Creative
Commons Attribution License which permits any use, distribution, and
reproduction in any medium, provided the original author(s) and the
source are credited.
References
1. Stewart FA, Akleyev AV, Hauer-Jensen M, Hendry JH,
Kleiman NJ, MacVittie TJ, Aleman BM, Edgar AB, Mabuchi
K, Muirhead CR, Shore RE, Wallace WH (2012) ICRP Publication 118: ICRP statement on tissue reactions and early and
late effects of radiation in normal tissues and organs — threshold
doses for tissue reactions in a radiation protection context. Ann ICRP
41(1–2):1–322
2. Söderman M, Holmin S, Andersson T, Palmgren C, Babić D,
Hoornaert B (2013) Clinical results with an image noise reduction
algorithm for digital subtraction angiography. Radiology. doi:10.
1148/radiol.13121262
3. Gkanatsios NA, Huda W, Peters KR (2012) Adult patient doses in
interventional neuroradiology. Med Phys 29:717–723
4. Miller DL, Balter S, Cole PE, Lu HT, Schueler BA, Geisinger M,
Berenstein A, Albert R, Georgia JD, Noonan PT, Cardella JF, St
George J, Russell EJ, Malisch TW, Vogelzang RL, Miller GL 3rd,
Anderson J (2003) Radiation doses in interventional radiology procedures: the RAD-IR study: Part I. Overall measures of dose. J Vasc
Interv Radiol 14:711–727
5. D’Ercole L, Thyrion FZ, Bocchiola M, Mantovani L, Klersy C
(2012) Proposed local diagnostic reference levels in angiography
and interventional neuroradiology and a preliminary analysis
according to the complexity of the procedures. Phys Med 28:61–70
6. O’Dea TJ, Geise RA, Ritenour ER (1999) The potential for radiationinduced skin damage in interventional neuroradiological procedures:
a review of 522 cases using automated dosimetry. Med Phys 26:
2027–2033
7. Vano E, Fernandez JM, Sanchez RM, Martinez D, Ibor LL, Gil A,
Serna-Candel C (2013) Patient radiation dose management in the
follow-up of potential skin injuries in neuroradiology. AJNR Am J
Neuroradiol 34:277–282
8. Alexander MD, Oliff MC, Olorunsola OG, Brus-Ramer M, Nickoloff
EL, Meyers PM (2010) Patient radiation exposure during diagnostic
and therapeutic interventional neuroradiology procedures. J
Neurointerv Surg 2:6–10
9. Bor D, Çekirge S, Türkay T, Turan O, Gülay M, Onal E, Cil B (2005)
Patient and staff doses in interventional neuroradiology. Radiat Prot
Dosimetry 117:62–68
10. Sarycheva S, Golikov V, Kalnicky S (2010) Studies of patient doses
in interventional radiological examinations. Radiat Prot Dosimetry
139:258–261
11. Suzuki S, Furui S, Matsumaru Y, Nobuyuki S, Ebara M, Abe T, Itoh
D (2008) Patient skin dose during neuroembolization by multiplepoint measurement using a radiosensitive indicator. AJNR Am J
Neuroradiol 29:1076–1081
12. D’Ercole L, Mantovani L, Thyrion FZ, Bocchiola M, Azzaretti A, Di
Maria F, Saluzzo CM, Quaretti P, Rodolico G, Scagnelli P, Andreucci
L (2007) A study on maximum skin dose in cerebral embolization
procedures. Am J Neuroradiol 28:503–507
13. Stecker MS, Balter S, Towbin RB, Miller DL, Vañó E, Bartal G,
Angle JF, Chao CP, Cohen AM, Dixon RG, Gross K, Hartnell GG,
Schueler B, Statler JD, de Baère T, Cardella JF, SIR Safety and
1372
Health Committee; CIRSE Standards of Practice Committee (2009)
Guidelines for patient radiation dose management. J Vasc Interv
Radiol 20(7 Suppl):S263–S273
Neuroradiology (2013) 55:1365–1372
14. Pitton MB, Kloeckner R, Schneider J, Ruckes C, Bersch A, Düber C
(2012) Radiation exposure in vascular angiographic procedures. J
Vasc Interv Radiol 23:1487–1495