Title of article :
Reliability Studies of Different Readers Using Computer Aided Diagnosis System in Ultrasound for Determining Identical Lesions in a Breast Phantom
Author/Authors :
Choi, Nari Department of Radiology - Bucheon St. Mary’s Hospital - College of Medicine - Catholic University of Korea - Bucheon, Republic of Korea , Kang, Bong Joo Department of Radiology - Seoul St. Mary’s Hospital - College of Medicine - Catholic University of Korea - Seoul, Republic of Korea , Jung, Na Young Department of Radiology - Bucheon St. Mary’s Hospital - College of Medicine - Catholic University of Korea - Bucheon, Republic of Korea , Kim, Sung Hun Department of Radiology - Seoul St. Mary’s Hospital - College of Medicine - Catholic University of Korea - Seoul, Republic of Korea , Lee, Jung Min Department of Radiology - Seoul St. Mary’s Hospital - College of Medicine - Catholic University of Korea - Seoul, Republic of Korea , Park, Ga Eun Department of Radiology - Seoul St. Mary’s Hospital - College of Medicine - Catholic University of Korea - Seoul, Republic of Korea
Abstract :
Background: The computer-aided diagnosis (CAD) has been applied in multiple studies conducted recently in order to perform
ultrasound (US) of the breast. There are several studies that have indicated that CAD is useful for improving the diagnostic performance
in less experienced radiologists. However, there is no study on several readers analyzing the same lesions using a breast
phantom and rare reliability studies.
Objectives: To investigate the reliability of different readers using computer aided diagnosis (CAD) system in US for determining
identical lesions in a breast phantom.
Patients and Methods: From March 2016 to February 2017, six readers (three senior and three junior residents in the department
of radiology) evaluated and analyzed breast phantom including 14 lesions. At the first line study, three senior residents (3rd grade
with more than one month of training for breast ultrasound [US]) and three junior residents (1st grade without breast US training)
evaluated and analyzed the US and applied CAD for lesions in breast phantom, and they were able to make final decisions by subjective
combination. A month later, they conducted the second line study as they did the first line study. We analyzed the inter- and
intra-reader reliability and accuracy of US, CAD, and combinations (subjective, conjunctive, and disjunctive).
Results: In the total of first and second line studies of six readers, the kappa value of US (0.609) was significantly higher than CAD
(0.411). In the subjective combined conclusion, the kappa value was improved by the junior group. In the whole inter- and intrareader
analysis, the kappa values of final assessment of the senior and junior group weremorevariableonCADthanonUS, especially
in the junior group, and this result was statistically significant. The area under the curve (AUC) of US, CAD, subjective, conjunctive,
and disjunctive combination in seniors were all better than those of juniors. In all groups, the AUCs, sensitivities, and specificities
were improved on conjunctive combined US with CAD.
Conclusion: The combination US with CAD improved the reliability and diagnostic performance. The CAD results of the junior
group were variable and inconsistent. Therefore, minimum training and experience for breast US is indispensable for the better use
of breast CAD, and, combination US with CAD is useful for all readers.
Keywords :
Ultrasonography , Breast Neoplasm , CAD
Journal title :
Iranian Journal of Radiology (IJR)