Improved Delineation of Pulmonary Embolism and Venous
Thrombosis Through Frequency Selective Nonlinear Blending in
Computed Tomography
Malte Niklas Bongers, MD,* Georg Bier , MD,† Christopher Kloth, MD,* Christoph Schabel, MD,*
Jan Fritz, MD,‡ Konstantin Nikolaou, MD,* and Marius Horger , MD*
Objective: The aim of this study was to test the hypothesis that a novel frequency
selective nonlinear blending (NLB) algorithm increases the delineation of pulmo-
nary embolism and venous thrombosis in portal-venous phase whole-body stag-
ing computed tomography (CT).
Materials and Methods: A cohort of 67 patients with incidental pulmonary em-
bolism and/or venous thrombosis in contrast-enhanced oncological staging CTwere
retrospectively selected. Computed tomography data sets were acquired 65 to
90 seconds after intravenous iodine contrast administration using state-of-the-art
multi-detector CT scanners. A novel frequency selective NLB postprocessing tech-
nique was applied to reconstructed standard CT images. Two readers determined
the most suitable settings to increase the delineation of pulmonary embolism and
venous thrombosis. Outcome measure included region of interest and contrast-to-
noise ratio (CNR) analyses, image noise, overall image quality, subjective delinea-
tion, as well as number and size of emboli and thrombi. Statistical testing included
quantitative comparisons of Hounsfield units of thrombus and vessel, image noise
and related CNR values and subjective image analyses of image noise, image qual-
ity and thrombus delineation, number and size in standard, and NLB images.
Results: Using frequency selective NLB settings with a center of 100 HU, delta of 40
HU, and a slope of 5, CNR values of pulmonary embolism (Standard
CNR
, 10 [6, 16];
NLB
CNR
, 22 [15, 30]; P < 0.001) and venous thrombosis (Standard
CNR
, 8 [5, 15];
NLB
CNR
, 12 [7, 19]; P = 0.0007) increased. Mean vascular enhancement using
NLB was significantly higher than in standard images for pulmonary arteries (Stan-
dard, 138 [118, 191] HU; NLB, 269 [176, 329] HU; P < 0.0001) and veins (Standard,
120 [103, 162] HU; NLB, 169 [132, 217] HU; P < 0.0001), respectively. Image noise
was not significantly different between standard and NLB images (P = 0.64-0.88).
There was substantial to almost perfect interrater agreement as well as a significant in-
crease of overall image quality (P < 0.004) and subjective delineation of the throm-
botic material (P < 0.0001) in both subgroups. Nonlinear blending images revealed
8 additional segmental and 13 subsegmental emboli. Thrombus sizes were not signif-
icantly different, but subjective accuracy of the measurement could be significantly in-
creased using NLB (P = 0.03).
Conclusions: Postprocessing of standard whole-body staging CT images with
frequency selective NLB improves image quality and the delineation of pulmo-
nary embolism and venous thrombosis.
Key Words: pulmonary embolism, venous thrombosis, computed tomography,
nonlinear blending, contrast enhancement
(Invest Radiol 2017;52: 240–244)
A
cute pulmonary embolism can cause substantial morbidity and
mortality if not diagnosed and treated in a timely fashion.
1
In the ab-
sence of contraindications, computed tomography (CT) pulmonary angiog-
raphy is the accepted first-line modality of choice for the diagnosis of
pulmonary embolism. Advances in multidetector CT technology, including
reductions in scan time, less motion artifacts, and higher spatial resolution,
have contributed to a high diagnostic accuracy for the detection of pulmo-
nary emboli. The pelvic and thigh veins may be included in the same set-
ting and can be an efficient means to diagnose deep vein thrombosis.
Optimization of CT protocols has been focused both on improv-
ing vessel attenuation by adapting the volume and iodine concentration
of intravenous contrast agents, using multistep injection protocols and,
in particular, through the use of low tube energy techniques.
2
The latter
may also result in reduced radiation dose without compromising image
quality. Other dose reduction strategies include increasing the pitch,
patient-individual modulation of tube current, and lowering the tube
current-time product.
3,4
The use of dual-energy CT techniques can in-
crease image quality through the ability to create virtual monoenergetic
low-energy data sets and may also be utilized to reduce radiation dose
and contrast agent volume.
5
Finally, the use of iterative reconstruction
techniques afford the use of low-dose protocols without compromising
image contrast and image noise.
6
However, pulmonary embolism may be found incidentally on rou-
tine CT examinations, such as follow-up staging CT in oncologic pa-
tients.
7
Because standard oncologic whole-body CT staging protocols
are often performed in a single-pass portal-venous phase that extends
from the neck to below the pelvis, the vascular contrast opacification of
the pulmonary arteries is often low and the detection of pulmonary embo-
lism can be difficult. Postprocessing techniques such as nonlinear blend-
ing (NLB) have been used in an attempt to improve the contrast-to-noise
ratio (CNR) between the contrast opacified vessel lumen and emboli/
thrombi but have not been adapted into daily routine.
8,9
We evaluated a
new NLB algorithm that is based on a frequency split technique and
therefore may be capable of increasing the delineation of emboli and
thrombi in suboptimally opacified vessels.
We tested the hypothesis that a novel frequency selective NLB al-
gorithm will increase the delineation of pulmonary embolism and venous
thrombosis in portal-venous phase whole-body staging CT.
MATERIALS AND METHODS
The ethics committee of our institution approved this retrospec-
tive study with a waiver for the need for informed consent.
Patient Characteristics
A retrospective search of our radiology information system for
adult patients with pulmonary embolism and/or venous thrombosis on
oncologic staging CT that were performed between May 2015 and
May 2016, derived a cohort of 67 adult subjects (Table 1). Five subjects
had a diagnosis of both pulmonary embolism and venous thrombosis.
CT Scanning Protocol
All CT examinations were performed on state-of-the-art mul-
tislice CT scanners (SOMATOM Force/Flash; Siemens Healthcare
Received for publication July 15, 2016; and accepted for publication, after revision,
October 2, 2016.
From the Departments of *Diagnostic and Interventional Radiology, and †Diagnostic
and Interventional Neuroradiology, University Hospital of Tübingen, Tübingen,
Germany; and ‡Johns Hopkins University School of Medicine, Russell H. Morgan
Department of Radiology and Radiological Science, Baltimore, MD.
Conflicts of interest and sources of funding: There was no funding received for this
study. Jan Fritz received institutional research funds and speaker's honorarium
from Siemens Healthcare USA and is a scientific advisor of Siemens Healthcare
USA and Alexion Pharamceuticals, Inc. The other authors have declared that no
competing interests exist.
Correspondence to: Malte Niklas Bongers, MD, Department of Diagnostic and Inter-
ventional Radiology, University Hospital of Tübingen, Hoppe-Seyler-Straße 3,
72076 Tübingen, Germany. E-mail: malte.bongers@med.uni-tuebingen.de.
Copyright © 2016 Wolters Kluwer Health, Inc. All rights reserved.
ISSN: 0020-9996/17/5204–0240
DOI: 10.1097/RLI.0000000000000333
ORIGINAL ARTICLE
240 www.investigativeradiology.com Investigative Radiology • Volume 52, Number 4, April 2017
Copyright © 2017 Wolters Kluwer Health, Inc. All rights reserved.