European Journal of Radiology 81 (2012) 366–370
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European Journal of Radiology
journal homepage: www.elsevier.com/locate/ejrad
Potential contribution of multiplanar reconstruction (MPR) to computer-aided
detection of lung nodules on MDCT
Sumiaki Matsumoto
a,*
, Yoshiharu Ohno
a,1
, Hitoshi Yamagata
b,2
, Munenobu Nogami
a,c,1,3
,
Atsushi Kono
a,1
, Kazuro Sugimura
a,1
a
Department of Radiology, Kobe University Graduate School of Medicine, 7-5-2 Kusunoki-cho, Chuo-ku, Kobe, Hyogo 650-0017, Japan
b
Toshiba Medical Systems Corporation, 1385 Shimoishigami, Otawara, Tochigi 324-8550, Japan
c
Department of Radiology, Kochi Medical School, Nankoku, Kochi 783-8505, Japan
article info
Article history:
Received 30 September 2010
Accepted 1 December 2010
Keywords:
Lung nodules
Computer-aided detection
CT
Multiplanar reconstruction
abstract
Purpose: To evaluate potential benefits of using multiplanar reconstruction (MPR) in computer-aided
detection (CAD) of lung nodules on multidetector computed tomography (MDCT).
Materials and methods: MDCT datasets of 60 patients with suspected lung nodules were retrospectively
collected. Using “second-read” CAD, two radiologists (Readers 1 and 2) independently interpreted these
datasets for the detection of non-calcified nodules (≥4 mm) with concomitant confidence rating. They
did this task twice, first without MPR (using only axial images), and then 4 weeks later with MPR (using
also coronal and sagittal MPR images), where the total reading time per dataset, including the time taken
to assess the detection results of CAD software (CAD assessment time), was recorded. The total reading
time and CAD assessment time without MPR and those with MPR were statistically compared for each
reader. The radiologists’ performance for detecting nodules without MPR and the performance with MPR
were compared using jackknife free-response receiver operating characteristic (JAFROC) analysis.
Results: Compared to the CAD assessment time without MPR (mean, 69 s and 57 s for Readers 1 and 2),
the CAD assessment time with MPR (mean, 46 s and 45 s for Readers 1 and 2) was significantly reduced
(P < 0.001). For Reader 1, the total reading time was also significantly shorter in the case with MPR. There
was no significant difference between the detection performances without MPR and with MPR.
Conclusion: The use of MPR has the potential to improve the workflow in CAD of lung nodules on MDCT.
© 2010 Elsevier Ireland Ltd. All rights reserved.
1. Introduction
In recent years, it has become commonplace to acquire thin-
section volumetric images of the entire thorax with multidetector
computed tomography (MDCT). Although thin-section CT images
better depict lung nodules than thick-section images, a large num-
ber of images to be inspected per CT examination amount to the
increase in the workload of radiologists, with the ever-present risk
of overlooking lung cancer [1–4]. Computer-aided detection (CAD)
holds promise as a safeguard against this risk, as many studies have
shown that CAD can improve the performance of radiologists in
pulmonary nodule detection on CT [5–10].
*
Corresponding author. Tel.: +81 78 382 6104; fax: +81 78 382 6129.
E-mail addresses: sumatsu@med.kobe-u.ac.jp (S. Matsumoto),
yoshirad@kobe-u.ac.jp (Y. Ohno), hitoshi.yamagata.@toshiba.co.jp (H. Yamagata),
aznogami@med.kobe-u.ac.jp (M. Nogami), akono@med.kobe-u.ac.jp (A. Kono),
sugimura@med.kobe-u.ac.jp (K. Sugimura).
1
Tel.: +81 78 382 6104; fax: +81 78 382 6129.
2
Tel.: +81 287 26 6488; fax: +81 287 26 6053.
3
Tel.: +81 88 880 2220; fax: +81 88 880 2260.
On the other hand, volumetric CT acquisition enables the
production of high-resolution multiplanar reconstruction or refor-
mation (MPR) images, and there are various reports on the utility
of MPR in chest CT for the evaluation of lung parenchyma, airways,
lung cancer, and pulmonary embolism [11–16]. However, while the
use of MPR has been mentioned in recent studies on lung nodule
CAD software [8–10], potential benefits of using MPR in the set-
ting of CAD have not been investigated. Thus, the purpose of this
study was to explore whether the use of MPR contributes to CAD
of lung nodules on MCDT, or more specifically, whether the avail-
ability of coronal and sagittal MPR images has beneficial effects
on the detection performance and workflow of radiologists in
this CAD.
2. Materials and methods
2.1. Image data collection
This study was undertaken with the approval of our institutional
review board. Among the patients who underwent outpatient CT
examinations in 2006 for suspicion of a solitary pulmonary nodule
0720-048X/$ – see front matter © 2010 Elsevier Ireland Ltd. All rights reserved.
doi:10.1016/j.ejrad.2010.12.020