Effect of radiologists' experience on breast cancer detection and localization using digital breast tomosynthesis

被引:26
作者
Alakhras, Maram M. [1 ]
Brennan, Patrick C. [1 ]
Rickard, Mary [1 ,2 ]
Bourne, Roger [1 ]
Mello-Thoms, Claudia [1 ,3 ,4 ]
机构
[1] Univ Sydney, Fac Hlth Sci, Med Image Percept & Optimizat Grp MIOPeG, Sydney, NSW 2141, Australia
[2] Sydney Breast Clin, Sydney, NSW 2000, Australia
[3] Univ Pittsburgh, Sch Med, Dept Biomed Informat, Pittsburgh, PA USA
[4] Univ Pittsburgh, Sch Med, Dept Radiol, Pittsburgh, PA USA
关键词
Digital breast tomosynthesis; Digital mammography; Breast cancer; Diagnostic performance; Radiologists' experience; CLINICAL-PERFORMANCE; MAMMOGRAPHY; CALCIFICATIONS; ACCURACY; IMPACT; 2-VIEW;
D O I
10.1007/s00330-014-3409-1
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
Objectives The objectives are To to compare the diagnostic performance of combined digital breast tomosynthesis (DBT) and digital mammography (DM) with that of DM alone, as a function of radiologists' experience with DBT. Methods Ethical committee approval was obtained. Fifty cases (27 cancer, 23 normal), each containing both digital mammography (DM) and digital breast tomosynthesis (DBT) images, were reviewed by 26 radiologists, divided into three groups according to level of experience with DBT (none, workshop experience, and clinical experience). The radiologists' diagnostic performance using DM was compared with that using DM + DBT, and evaluated by area under receiver-operating characteristic curve (AUC), jackknife free-response receiver-operator characteristics figure of metric (JAFROC FOM), sensitivity, location sensitivity, and specificity. Results For all readers combined, performance using DM + DBT was significantly higher than for DM alone by both AUC (0.788 vs 0.681, p<0.001) and JAFROC FOM (0.745 vs 0.621, p<0.001). Similar results were obtained for readers with no DBT experience (AUC 0.775 vs 0.682, p=0.004; JAFROC FOM 0.695 vs 0.603, p=0.016) and with clinical DBT experience (AUC 0.789 vs 0.681, p=0.042; and JAFROC FOM 0.764 vs 0.632, p=0.031). Conclusions Addition of DBT to DM significantly improves radiologists' diagnostic performance whether or not they have prior DBT experience.
引用
收藏
页码:402 / 409
页数:8
相关论文
共 33 条
[1]  
[Anonymous], 2020, CA Cancer J Clin, DOI DOI 10.3322/CAAC.21590
[2]  
[Anonymous], 2003, Breast imaging reporting and data system
[3]   Can Digital Breast Tomosynthesis Replace Conventional Diagnostic Mammography Views for Screening Recalls Without Calcifications? A Comparison Study in a Simulated Clinical Setting [J].
Brandt, Kathleen R. ;
Craig, Daniel A. ;
Hoskins, Tanya L. ;
Henrichsen, Tara L. ;
Bendel, Emily C. ;
Brandt, Stephanie R. ;
Mandrekar, Jay .
AMERICAN JOURNAL OF ROENTGENOLOGY, 2013, 200 (02) :291-298
[4]  
Chakraborty D, 2005, DEV CHAKRABORTYS FRO
[5]   Integration of 3D digital mammography with tomosynthesis for population breast-cancer screening (STORM): a prospective comparison study [J].
Ciatto, Stefano ;
Houssami, Nehmat ;
Bernardi, Daniela ;
Caumo, Francesca ;
Pellegrini, Marco ;
Brunelli, Silvia ;
Tuttobene, Paola ;
Bricolo, Paola ;
Fanto, Carmine ;
Valentini, Marvi ;
Montemezzi, Stefania ;
Macaskill, Petra .
LANCET ONCOLOGY, 2013, 14 (07) :583-589
[6]  
Digital Imaging and Communication in Medicine (DICOM), 2011, GRAYSC STAND DISPL F
[7]   The impact of organized mammography service screening on breast carcinoma mortality in seven Swedish counties -: A collaborative evaluation [J].
Duffy, SW ;
Tabár, L ;
Chen, HH ;
Holmqvist, M ;
Yen, MF ;
Abdsalah, S ;
Epstein, B ;
Frodis, E ;
Ljungberg, E ;
Hedborg-Melander, C ;
Sundbom, A ;
Tholin, M ;
Wiege, M ;
Åkerlund, A ;
Wu, HM ;
Tung, TS ;
Chiu, YH ;
Chiu, CP ;
Huang, CC ;
Smith, RA ;
Rosén, M ;
Stenbeck, M ;
Holmberg, L .
CANCER, 2002, 95 (03) :458-469
[8]   Screening for breast cancer [J].
Elmore, JG ;
Armstrong, K ;
Lehman, CD ;
Fletcher, SW .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2005, 293 (10) :1245-1256
[9]   Breast tomosynthesis: Accuracy of tumor measurement compared with digital mammography and ultrasonography [J].
Fornvik, Daniel ;
Zackrisson, Sophia ;
Ljungberg, Otto ;
Svahn, Tony ;
Timberg, Pontus ;
Tingberg, Anders ;
Andersson, Ingvar .
ACTA RADIOLOGICA, 2010, 51 (03) :240-247
[10]  
Gennaro G, 2008, LECT NOTES COMPUT SC, V5116, P477, DOI 10.1007/978-3-540-70538-3_66