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Usefulness of the CAD System for Detecting Pulmonary Nodule in Real Clinical Practice

OBJECTIVE: We wanted to evaluate the usefulness of the computer-aided detection (CAD) system for detecting pulmonary nodules in real clinical practice by using the CT images. MATERIALS AND METHODS: Our Institutional Review Board approved our retrospective study with a waiver of informed consent. Thi...

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Autores principales: Song, Kyoung Doo, Chung, Myung Jin, Kim, Hee Cheol, Jeong, Sun Young, Lee, Kyung Soo
Formato: Texto
Lenguaje:English
Publicado: The Korean Society of Radiology 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3052606/
https://www.ncbi.nlm.nih.gov/pubmed/21430932
http://dx.doi.org/10.3348/kjr.2011.12.2.163
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author Song, Kyoung Doo
Chung, Myung Jin
Kim, Hee Cheol
Jeong, Sun Young
Lee, Kyung Soo
author_facet Song, Kyoung Doo
Chung, Myung Jin
Kim, Hee Cheol
Jeong, Sun Young
Lee, Kyung Soo
author_sort Song, Kyoung Doo
collection PubMed
description OBJECTIVE: We wanted to evaluate the usefulness of the computer-aided detection (CAD) system for detecting pulmonary nodules in real clinical practice by using the CT images. MATERIALS AND METHODS: Our Institutional Review Board approved our retrospective study with a waiver of informed consent. This study included 166 CT examinations that were performed for the evaluation of pulmonary metastasis in 166 patients with colorectal cancer. All the CT examinations were interpreted by radiologists and they were also evaluated by the CAD system. All the nodules detected by the CAD system were evaluated with regard to whether or not they were true nodules, and they were classified into micronodules (MN, diameter < 4 mm) and significant nodules (SN, 4 ≤ diameter ≤ 10 mm). The radiologic reports and CAD results were compared. RESULTS: The CAD system helped detect 426 nodules; 115 (27%) of the 426 nodules were classified as true nodules and 35 (30%) of the 115 nodules were SNs, and 83 (72%) of the 115 were not mentioned in the radiologists' reports and three (4%) of the 83 nodules were non-calcified SNs. One of three non-calcified SNs was confirmed as a metastatic nodule. According to the radiologists' reports, 60 true nodules were detected, and 28 of the 60 were not detected by the CAD system. CONCLUSION: Although the CAD system missed many SNs that are detected by radiologists, it helps detect additional nodules that are missed by the radiologists in real clinical practice. Therefore, the CAD system can be useful to support a radiologist's detection performance.
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spelling pubmed-30526062011-03-22 Usefulness of the CAD System for Detecting Pulmonary Nodule in Real Clinical Practice Song, Kyoung Doo Chung, Myung Jin Kim, Hee Cheol Jeong, Sun Young Lee, Kyung Soo Korean J Radiol Original Article OBJECTIVE: We wanted to evaluate the usefulness of the computer-aided detection (CAD) system for detecting pulmonary nodules in real clinical practice by using the CT images. MATERIALS AND METHODS: Our Institutional Review Board approved our retrospective study with a waiver of informed consent. This study included 166 CT examinations that were performed for the evaluation of pulmonary metastasis in 166 patients with colorectal cancer. All the CT examinations were interpreted by radiologists and they were also evaluated by the CAD system. All the nodules detected by the CAD system were evaluated with regard to whether or not they were true nodules, and they were classified into micronodules (MN, diameter < 4 mm) and significant nodules (SN, 4 ≤ diameter ≤ 10 mm). The radiologic reports and CAD results were compared. RESULTS: The CAD system helped detect 426 nodules; 115 (27%) of the 426 nodules were classified as true nodules and 35 (30%) of the 115 nodules were SNs, and 83 (72%) of the 115 were not mentioned in the radiologists' reports and three (4%) of the 83 nodules were non-calcified SNs. One of three non-calcified SNs was confirmed as a metastatic nodule. According to the radiologists' reports, 60 true nodules were detected, and 28 of the 60 were not detected by the CAD system. CONCLUSION: Although the CAD system missed many SNs that are detected by radiologists, it helps detect additional nodules that are missed by the radiologists in real clinical practice. Therefore, the CAD system can be useful to support a radiologist's detection performance. The Korean Society of Radiology 2011 2011-03-03 /pmc/articles/PMC3052606/ /pubmed/21430932 http://dx.doi.org/10.3348/kjr.2011.12.2.163 Text en Copyright © 2011 The Korean Society of Radiology http://creativecommons.org/licenses/by-nc/3.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/3.0) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Article
Song, Kyoung Doo
Chung, Myung Jin
Kim, Hee Cheol
Jeong, Sun Young
Lee, Kyung Soo
Usefulness of the CAD System for Detecting Pulmonary Nodule in Real Clinical Practice
title Usefulness of the CAD System for Detecting Pulmonary Nodule in Real Clinical Practice
title_full Usefulness of the CAD System for Detecting Pulmonary Nodule in Real Clinical Practice
title_fullStr Usefulness of the CAD System for Detecting Pulmonary Nodule in Real Clinical Practice
title_full_unstemmed Usefulness of the CAD System for Detecting Pulmonary Nodule in Real Clinical Practice
title_short Usefulness of the CAD System for Detecting Pulmonary Nodule in Real Clinical Practice
title_sort usefulness of the cad system for detecting pulmonary nodule in real clinical practice
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3052606/
https://www.ncbi.nlm.nih.gov/pubmed/21430932
http://dx.doi.org/10.3348/kjr.2011.12.2.163
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