共 60 条
A Computer-Aided Diagnosis for Evaluating Lung Nodules on Chest CT: the Current Status and Perspective
被引:62
作者:

Goo, Jin Mo
论文数: 0 引用数: 0
h-index: 0
机构:
Seoul Natl Univ, Coll Med, Dept Radiol, Seoul 110744, South Korea
Seoul Natl Univ, Med Res Ctr, Inst Radiat Med, Seoul 110744, South Korea Seoul Natl Univ, Coll Med, Dept Radiol, Seoul 110744, South Korea
机构:
[1] Seoul Natl Univ, Coll Med, Dept Radiol, Seoul 110744, South Korea
[2] Seoul Natl Univ, Med Res Ctr, Inst Radiat Med, Seoul 110744, South Korea
关键词:
Computed tomography (CT);
Lung nodule;
Computer-aided diagnosis;
Volumetry;
Follow-up;
SMALL PULMONARY NODULES;
GROUND-GLASS OPACITY;
MULTIDETECTOR ROW CT;
IMAGE-RECONSTRUCTION PARAMETERS;
FOLLOW-UP;
VOLUMETRIC MEASUREMENTS;
DETECTION SYSTEM;
RADIOLOGIST PERFORMANCE;
DIFFERENTIATING BENIGN;
PRELIMINARY EXPERIENCE;
D O I:
10.3348/kjr.2011.12.2.145
中图分类号:
R8 [特种医学];
R445 [影像诊断学];
学科分类号:
1002 ;
100207 ;
1009 ;
摘要:
As the detection and characterization of lung nodules are of paramount importance in thoracic radiology, various tools for making a computer-aided diagnosis (CAD) have been developed to improve the diagnostic performance of radiologists in clinical practice. Numerous studies over the years have shown that the CAD system can effectively help readers identify more nodules. Moreover, nodule malignancy and the response of malignant Lung tumors to treatment can also be assessed using nodule volumetry. CAD also has the potential to objectively analyze the morphology of nodules and enhance the workflow during the assessment of follow-up studies. Therefore, understanding the current status and limitations of CAD for evaluating lung nodules is essential to effectively apply CAD in clinical practice.
引用
收藏
页码:145 / 155
页数:11
相关论文
共 60 条
[1]
Lung image database consortium: Developing a resource for the medical imaging research community
[J].
Armato, SG
;
McLennan, G
;
McNitt-Gray, MF
;
Meyer, CR
;
Yankelevitz, D
;
Aberle, DR
;
Henschke, CI
;
Hoffman, EA
;
Kazerooni, EA
;
MacMahon, H
;
Reeves, AP
;
Croft, BY
;
Clarke, LP
.
RADIOLOGY,
2004, 232 (03)
:739-748

Armato, SG
论文数: 0 引用数: 0
h-index: 0
机构: Univ Chicago, Dept Radiol, Chicago, IL 60637 USA

McLennan, G
论文数: 0 引用数: 0
h-index: 0
机构: Univ Chicago, Dept Radiol, Chicago, IL 60637 USA

论文数: 引用数:
h-index:
机构:

Meyer, CR
论文数: 0 引用数: 0
h-index: 0
机构: Univ Chicago, Dept Radiol, Chicago, IL 60637 USA

Yankelevitz, D
论文数: 0 引用数: 0
h-index: 0
机构: Univ Chicago, Dept Radiol, Chicago, IL 60637 USA

Aberle, DR
论文数: 0 引用数: 0
h-index: 0
机构: Univ Chicago, Dept Radiol, Chicago, IL 60637 USA

Henschke, CI
论文数: 0 引用数: 0
h-index: 0
机构: Univ Chicago, Dept Radiol, Chicago, IL 60637 USA

Hoffman, EA
论文数: 0 引用数: 0
h-index: 0
机构: Univ Chicago, Dept Radiol, Chicago, IL 60637 USA

Kazerooni, EA
论文数: 0 引用数: 0
h-index: 0
机构: Univ Chicago, Dept Radiol, Chicago, IL 60637 USA

MacMahon, H
论文数: 0 引用数: 0
h-index: 0
机构: Univ Chicago, Dept Radiol, Chicago, IL 60637 USA

Reeves, AP
论文数: 0 引用数: 0
h-index: 0
机构: Univ Chicago, Dept Radiol, Chicago, IL 60637 USA

Croft, BY
论文数: 0 引用数: 0
h-index: 0
机构: Univ Chicago, Dept Radiol, Chicago, IL 60637 USA

Clarke, LP
论文数: 0 引用数: 0
h-index: 0
机构: Univ Chicago, Dept Radiol, Chicago, IL 60637 USA
[2]
Pulmonary nodules: Estimation of malignancy at thin-section helical CT - Effect of computer-aided diagnosis on performance of radiologists
[J].
Awai, K
;
Murao, K
;
Ozawa, A
;
Nakayama, Y
;
Nakaura, T
;
Liu, D
;
Kawanaka, K
;
Funama, Y
;
Morishita, S
;
Yamashita, Y
.
RADIOLOGY,
2006, 239 (01)
:276-284

Awai, K
论文数: 0 引用数: 0
h-index: 0
机构: Kumamoto Univ, Grad Sch Med Sci, Dept Diagnost Radiol, Kumamoto 8608556, Japan

Murao, K
论文数: 0 引用数: 0
h-index: 0
机构: Kumamoto Univ, Grad Sch Med Sci, Dept Diagnost Radiol, Kumamoto 8608556, Japan

Ozawa, A
论文数: 0 引用数: 0
h-index: 0
机构: Kumamoto Univ, Grad Sch Med Sci, Dept Diagnost Radiol, Kumamoto 8608556, Japan

Nakayama, Y
论文数: 0 引用数: 0
h-index: 0
机构: Kumamoto Univ, Grad Sch Med Sci, Dept Diagnost Radiol, Kumamoto 8608556, Japan

论文数: 引用数:
h-index:
机构:

Liu, D
论文数: 0 引用数: 0
h-index: 0
机构: Kumamoto Univ, Grad Sch Med Sci, Dept Diagnost Radiol, Kumamoto 8608556, Japan

Kawanaka, K
论文数: 0 引用数: 0
h-index: 0
机构: Kumamoto Univ, Grad Sch Med Sci, Dept Diagnost Radiol, Kumamoto 8608556, Japan

Funama, Y
论文数: 0 引用数: 0
h-index: 0
机构: Kumamoto Univ, Grad Sch Med Sci, Dept Diagnost Radiol, Kumamoto 8608556, Japan

Morishita, S
论文数: 0 引用数: 0
h-index: 0
机构: Kumamoto Univ, Grad Sch Med Sci, Dept Diagnost Radiol, Kumamoto 8608556, Japan

Yamashita, Y
论文数: 0 引用数: 0
h-index: 0
机构: Kumamoto Univ, Grad Sch Med Sci, Dept Diagnost Radiol, Kumamoto 8608556, Japan
[3]
Pulmonary nodules at chest CT: Effect of computer-aided diagnosis on radiologists' detection performance
[J].
Awai, K
;
Murao, K
;
Ozawa, A
;
Komi, M
;
Hayakawa, H
;
Hori, S
;
Nishimura, Y
.
RADIOLOGY,
2004, 230 (02)
:347-352

Awai, K
论文数: 0 引用数: 0
h-index: 0
机构: Kinki Univ, Sch Med, Dept Radiol, Osaka 5898511, Japan

Murao, K
论文数: 0 引用数: 0
h-index: 0
机构: Kinki Univ, Sch Med, Dept Radiol, Osaka 5898511, Japan

Ozawa, A
论文数: 0 引用数: 0
h-index: 0
机构: Kinki Univ, Sch Med, Dept Radiol, Osaka 5898511, Japan

Komi, M
论文数: 0 引用数: 0
h-index: 0
机构: Kinki Univ, Sch Med, Dept Radiol, Osaka 5898511, Japan

Hayakawa, H
论文数: 0 引用数: 0
h-index: 0
机构: Kinki Univ, Sch Med, Dept Radiol, Osaka 5898511, Japan

Hori, S
论文数: 0 引用数: 0
h-index: 0
机构: Kinki Univ, Sch Med, Dept Radiol, Osaka 5898511, Japan

Nishimura, Y
论文数: 0 引用数: 0
h-index: 0
机构: Kinki Univ, Sch Med, Dept Radiol, Osaka 5898511, Japan
[4]
Pulmonary nodules: Automated detection on CT images with morphologic matching algorithm preliminary results
[J].
Bae, KT
;
Kim, JS
;
Na, YH
;
Kim, KG
;
Kim, JH
.
RADIOLOGY,
2005, 236 (01)
:286-294

Bae, KT
论文数: 0 引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Mallinckrodt Inst Radiol, St Louis, MO 63110 USA Washington Univ, Sch Med, Mallinckrodt Inst Radiol, St Louis, MO 63110 USA

Kim, JS
论文数: 0 引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Mallinckrodt Inst Radiol, St Louis, MO 63110 USA Washington Univ, Sch Med, Mallinckrodt Inst Radiol, St Louis, MO 63110 USA

Na, YH
论文数: 0 引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Mallinckrodt Inst Radiol, St Louis, MO 63110 USA Washington Univ, Sch Med, Mallinckrodt Inst Radiol, St Louis, MO 63110 USA

Kim, KG
论文数: 0 引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Mallinckrodt Inst Radiol, St Louis, MO 63110 USA Washington Univ, Sch Med, Mallinckrodt Inst Radiol, St Louis, MO 63110 USA

Kim, JH
论文数: 0 引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Mallinckrodt Inst Radiol, St Louis, MO 63110 USA Washington Univ, Sch Med, Mallinckrodt Inst Radiol, St Louis, MO 63110 USA
[5]
Computer-aided detection of solid lung nodules on follow-up MDCT screening: Evaluation of detection, tracking, and reading time
[J].
Beigelman-Aubrey, Catherine
;
Raffy, Philippe
;
Yang, Wenjie
;
Castellino, Ronald A.
;
Grenier, Philippe A.
.
AMERICAN JOURNAL OF ROENTGENOLOGY,
2007, 189 (04)
:948-955

Beigelman-Aubrey, Catherine
论文数: 0 引用数: 0
h-index: 0
机构: Univ Paris 07, Assist Publ Hosp Paris, Pitie Salpetriere Hop, Dept Radiol, F-75651 Paris, France

Raffy, Philippe
论文数: 0 引用数: 0
h-index: 0
机构: Univ Paris 07, Assist Publ Hosp Paris, Pitie Salpetriere Hop, Dept Radiol, F-75651 Paris, France

Yang, Wenjie
论文数: 0 引用数: 0
h-index: 0
机构: Univ Paris 07, Assist Publ Hosp Paris, Pitie Salpetriere Hop, Dept Radiol, F-75651 Paris, France

Castellino, Ronald A.
论文数: 0 引用数: 0
h-index: 0
机构: Univ Paris 07, Assist Publ Hosp Paris, Pitie Salpetriere Hop, Dept Radiol, F-75651 Paris, France

Grenier, Philippe A.
论文数: 0 引用数: 0
h-index: 0
机构: Univ Paris 07, Assist Publ Hosp Paris, Pitie Salpetriere Hop, Dept Radiol, F-75651 Paris, France
[6]
Comparison of sensitivity and reading time for the use of computer-aided detection (CAD) of pulmonary nodules at MDCT as concurrent or second reader
[J].
F. Beyer
;
L. Zierott
;
E. M. Fallenberg
;
K. U. Juergens
;
J. Stoeckel
;
W. Heindel
;
D. Wormanns
.
European Radiology,
2007, 17 (11)
:2941-2947

F. Beyer
论文数: 0 引用数: 0
h-index: 0
机构:
Department of Clinical Radiology, University Hospital Muenster, 48129 Muenster Department of Clinical Radiology, University Hospital Muenster, 48129 Muenster

L. Zierott
论文数: 0 引用数: 0
h-index: 0
机构:
Department of Clinical Radiology, University Hospital Muenster, 48129 Muenster Department of Clinical Radiology, University Hospital Muenster, 48129 Muenster

E. M. Fallenberg
论文数: 0 引用数: 0
h-index: 0
机构:
Department of Clinical Radiology, University Hospital Muenster, 48129 Muenster Department of Clinical Radiology, University Hospital Muenster, 48129 Muenster

K. U. Juergens
论文数: 0 引用数: 0
h-index: 0
机构:
Department of Radiology, Clemenshospital Muenster GmbH, 48153 Muenster Department of Clinical Radiology, University Hospital Muenster, 48129 Muenster

J. Stoeckel
论文数: 0 引用数: 0
h-index: 0
机构:
Department of Clinical Radiology, University Hospital Muenster, 48129 Muenster Department of Clinical Radiology, University Hospital Muenster, 48129 Muenster

W. Heindel
论文数: 0 引用数: 0
h-index: 0
机构:
CAD Group, Siemens Medical Solutions USA Inc., Malvern, PA 19355 Department of Clinical Radiology, University Hospital Muenster, 48129 Muenster

D. Wormanns
论文数: 0 引用数: 0
h-index: 0
机构:
Department of Clinical Radiology, University Hospital Muenster, 48129 Muenster Department of Clinical Radiology, University Hospital Muenster, 48129 Muenster
[7]
The Use of Volumetric CT as an Imaging Biomarker in Lung Cancer
[J].
Buckler, Andrew J.
;
Mulshine, James L.
;
Gottlieb, Ronald
;
Zhao, Binsheng
;
Mozley, P. David
;
Schwartz, Lawrence
.
ACADEMIC RADIOLOGY,
2010, 17 (01)
:100-106

Buckler, Andrew J.
论文数: 0 引用数: 0
h-index: 0
机构:
Buckler Biomed LLC, Wenham, MA 01984 USA
Radiol Soc N Amer, Oak Brook, IL USA Buckler Biomed LLC, Wenham, MA 01984 USA

Mulshine, James L.
论文数: 0 引用数: 0
h-index: 0
机构:
Rush Univ, Med Ctr, Chicago, IL 60612 USA
Radiol Soc N Amer, Oak Brook, IL USA Buckler Biomed LLC, Wenham, MA 01984 USA

Gottlieb, Ronald
论文数: 0 引用数: 0
h-index: 0
机构:
Roswell Pk Canc Inst, Buffalo, NY 14263 USA
Radiol Soc N Amer, Oak Brook, IL USA Buckler Biomed LLC, Wenham, MA 01984 USA

Zhao, Binsheng
论文数: 0 引用数: 0
h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Dept Radiol, New York, NY 10021 USA
Radiol Soc N Amer, Oak Brook, IL USA Buckler Biomed LLC, Wenham, MA 01984 USA

Mozley, P. David
论文数: 0 引用数: 0
h-index: 0
机构:
Merck & Co Inc, West Point, PA USA
Radiol Soc N Amer, Oak Brook, IL USA Buckler Biomed LLC, Wenham, MA 01984 USA

Schwartz, Lawrence
论文数: 0 引用数: 0
h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Dept Radiol, New York, NY 10021 USA
Radiol Soc N Amer, Oak Brook, IL USA Buckler Biomed LLC, Wenham, MA 01984 USA
[8]
Accuracy of automated volumetry of pulmonary nodules across different multislice CT scanners
[J].
Das, Marco
;
Ley-Zaporozhan, Julia
;
Gietema, H. A.
;
Czech, Andre
;
Muehlenbruch, Georg
;
Mahnken, Andreas H.
;
Katoh, Markus
;
Bakai, Annemarie
;
Salganicoff, Marcos
;
Diederich, Stefan
;
Prokop, Mathias
;
Kauczor, Hans-Ulrich
;
Guenther, Rolf W.
;
Wildberger, Joachim E.
.
EUROPEAN RADIOLOGY,
2007, 17 (08)
:1979-1984

Das, Marco
论文数: 0 引用数: 0
h-index: 0
机构: Rhein Westfal TH Aachen Univ, Dept Diagnost Radiol, D-52072 Aachen, Germany

Ley-Zaporozhan, Julia
论文数: 0 引用数: 0
h-index: 0
机构: Rhein Westfal TH Aachen Univ, Dept Diagnost Radiol, D-52072 Aachen, Germany

Gietema, H. A.
论文数: 0 引用数: 0
h-index: 0
机构: Rhein Westfal TH Aachen Univ, Dept Diagnost Radiol, D-52072 Aachen, Germany

Czech, Andre
论文数: 0 引用数: 0
h-index: 0
机构: Rhein Westfal TH Aachen Univ, Dept Diagnost Radiol, D-52072 Aachen, Germany

Muehlenbruch, Georg
论文数: 0 引用数: 0
h-index: 0
机构: Rhein Westfal TH Aachen Univ, Dept Diagnost Radiol, D-52072 Aachen, Germany

Mahnken, Andreas H.
论文数: 0 引用数: 0
h-index: 0
机构: Rhein Westfal TH Aachen Univ, Dept Diagnost Radiol, D-52072 Aachen, Germany

Katoh, Markus
论文数: 0 引用数: 0
h-index: 0
机构: Rhein Westfal TH Aachen Univ, Dept Diagnost Radiol, D-52072 Aachen, Germany

Bakai, Annemarie
论文数: 0 引用数: 0
h-index: 0
机构: Rhein Westfal TH Aachen Univ, Dept Diagnost Radiol, D-52072 Aachen, Germany

Salganicoff, Marcos
论文数: 0 引用数: 0
h-index: 0
机构: Rhein Westfal TH Aachen Univ, Dept Diagnost Radiol, D-52072 Aachen, Germany

Diederich, Stefan
论文数: 0 引用数: 0
h-index: 0
机构: Rhein Westfal TH Aachen Univ, Dept Diagnost Radiol, D-52072 Aachen, Germany

Prokop, Mathias
论文数: 0 引用数: 0
h-index: 0
机构: Rhein Westfal TH Aachen Univ, Dept Diagnost Radiol, D-52072 Aachen, Germany

Kauczor, Hans-Ulrich
论文数: 0 引用数: 0
h-index: 0
机构: Rhein Westfal TH Aachen Univ, Dept Diagnost Radiol, D-52072 Aachen, Germany

Guenther, Rolf W.
论文数: 0 引用数: 0
h-index: 0
机构: Rhein Westfal TH Aachen Univ, Dept Diagnost Radiol, D-52072 Aachen, Germany

Wildberger, Joachim E.
论文数: 0 引用数: 0
h-index: 0
机构: Rhein Westfal TH Aachen Univ, Dept Diagnost Radiol, D-52072 Aachen, Germany
[9]
Small pulmonary nodules:: Effect of two computer-aided detection systems on radiologist performance
[J].
Das, Marco
;
Muehlenbruch, Georg
;
Mahnken, Andreas H.
;
Flohr, Thomas G.
;
Guendel, Lutz
;
Stanzel, Sven
;
Kraus, Thomas
;
Guenther, Rolf W.
;
Wildberger, Joachim E.
.
RADIOLOGY,
2006, 241 (02)
:564-571

Das, Marco
论文数: 0 引用数: 0
h-index: 0
机构: Univ Aachen, Rhein Westfal TH Aachen, Dept Diagnost Radiol, Inst Med Stat, D-52074 Aachen, Germany

Muehlenbruch, Georg
论文数: 0 引用数: 0
h-index: 0
机构: Univ Aachen, Rhein Westfal TH Aachen, Dept Diagnost Radiol, Inst Med Stat, D-52074 Aachen, Germany

Mahnken, Andreas H.
论文数: 0 引用数: 0
h-index: 0
机构: Univ Aachen, Rhein Westfal TH Aachen, Dept Diagnost Radiol, Inst Med Stat, D-52074 Aachen, Germany

Flohr, Thomas G.
论文数: 0 引用数: 0
h-index: 0
机构: Univ Aachen, Rhein Westfal TH Aachen, Dept Diagnost Radiol, Inst Med Stat, D-52074 Aachen, Germany

Guendel, Lutz
论文数: 0 引用数: 0
h-index: 0
机构: Univ Aachen, Rhein Westfal TH Aachen, Dept Diagnost Radiol, Inst Med Stat, D-52074 Aachen, Germany

Stanzel, Sven
论文数: 0 引用数: 0
h-index: 0
机构: Univ Aachen, Rhein Westfal TH Aachen, Dept Diagnost Radiol, Inst Med Stat, D-52074 Aachen, Germany

Kraus, Thomas
论文数: 0 引用数: 0
h-index: 0
机构: Univ Aachen, Rhein Westfal TH Aachen, Dept Diagnost Radiol, Inst Med Stat, D-52074 Aachen, Germany

Guenther, Rolf W.
论文数: 0 引用数: 0
h-index: 0
机构: Univ Aachen, Rhein Westfal TH Aachen, Dept Diagnost Radiol, Inst Med Stat, D-52074 Aachen, Germany

Wildberger, Joachim E.
论文数: 0 引用数: 0
h-index: 0
机构: Univ Aachen, Rhein Westfal TH Aachen, Dept Diagnost Radiol, Inst Med Stat, D-52074 Aachen, Germany
[10]
A comparison of six software packages for evaluation of solid lung nodules using semi-automated volumetry: What is the minimum increase in size to detect growth in repeated CT examinations
[J].
de Hoop, Bartjan
;
Gietema, Hester
;
van Ginneken, Bram
;
Zanen, Pieter
;
Groenewegen, Gerard
;
Prokop, Mathias
.
EUROPEAN RADIOLOGY,
2009, 19 (04)
:800-808

de Hoop, Bartjan
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Med Ctr, Dept Radiol, NL-3508 GA Utrecht, Netherlands Univ Med Ctr, Dept Radiol, NL-3508 GA Utrecht, Netherlands

Gietema, Hester
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Med Ctr, Dept Radiol, NL-3508 GA Utrecht, Netherlands Univ Med Ctr, Dept Radiol, NL-3508 GA Utrecht, Netherlands

van Ginneken, Bram
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Med Ctr, Image Sci Inst, NL-3508 GA Utrecht, Netherlands Univ Med Ctr, Dept Radiol, NL-3508 GA Utrecht, Netherlands

Zanen, Pieter
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Med Ctr, Dept Pulmonol, NL-3508 GA Utrecht, Netherlands Univ Med Ctr, Dept Radiol, NL-3508 GA Utrecht, Netherlands

Groenewegen, Gerard
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Med Ctr, Dept Oncol, NL-3508 GA Utrecht, Netherlands Univ Med Ctr, Dept Radiol, NL-3508 GA Utrecht, Netherlands

Prokop, Mathias
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Med Ctr, Dept Radiol, NL-3508 GA Utrecht, Netherlands Univ Med Ctr, Dept Radiol, NL-3508 GA Utrecht, Netherlands