Dedicated computer-aided detection software for automated 3D breast ultrasound; an efficient tool for the radiologist in supplemental screening of women with dense breasts

Jan C M van Zelst, Tao Tan, Paola Clauser, Angels Domingo, Monique D Dorrius, Daniel Drieling, Michael Golatta, Francisca Gras, Mathijn de Jong, Ruud Pijnappel, Matthieu J C M Rutten, Nico Karssemeijer, Ritse M Mann

Research output: Contribution to journalArticleAcademicpeer-review

Abstract

Objectives: To determine the effect of computer-aided-detection (CAD) software for automated breast ultrasound (ABUS) on reading time (RT) and performance in screening for breast cancer. Material and methods: Unilateral ABUS examinations of 120 women with dense breasts were randomly selected from a multi-institutional archive of cases including 30 malignant (20/30 mammography-occult), 30 benign, and 60 normal cases with histopathological verification or ≥ 2 years of negative follow-up. Eight radiologists read once with (CAD-ABUS) and once without CAD (ABUS) with > 8 weeks between reading sessions. Readers provided a BI-RADS score and a level of suspiciousness (0-100). RT, sensitivity, specificity, PPV and area under the curve (AUC) were compared. Results: Average RT was significantly shorter using CAD-ABUS (133.4 s/case, 95% CI 129.2-137.6) compared with ABUS (158.3 s/case, 95% CI 153.0-163.3) (p < 0.001). Sensitivity was 0.84 for CAD-ABUS (95% CI 0.79-0.89) and ABUS (95% CI 0.78-0.88) (p = 0.90). Three out of eight readers showed significantly higher specificity using CAD. Pooled specificity (0.71, 95% CI 0.68-0.75 vs. 0.67, 95% CI 0.64-0.70, p = 0.08) and PPV (0.50, 95% CI 0.45-0.55 vs. 0.44, 95% CI 0.39-0.49, p = 0.07) were higher in CAD-ABUS vs. ABUS, respectively, albeit not significantly. Pooled AUC for CAD-ABUS was comparable with ABUS (0.82 vs. 0.83, p = 0.53, respectively). Conclusion: CAD software for ABUS may decrease the time needed to screen for breast cancer without compromising the screening performance of radiologists. Key Points: • ABUS with CAD software may speed up reading time without compromising radiologists’ accuracy. • CAD software for ABUS might prevent non-detection of malignant breast lesions by radiologists. • Radiologists reading ABUS with CAD software might improve their specificity without losing sensitivity.

Original languageEnglish
Pages (from-to)2996-3006
Number of pages11
JournalEuropean Radiology
Volume28
Issue number7
DOIs
Publication statusPublished - 1 Jul 2018

Keywords

  • Ultrasonography
  • Breast neoplasms
  • Diagnosis, Computer-assisted
  • Mammography
  • Early detection of cancer
  • Breast Neoplasms/diagnostic imaging
  • Area Under Curve
  • Imaging, Three-Dimensional/methods
  • Humans
  • Middle Aged
  • Ultrasonography, Mammary/methods
  • Random Allocation
  • Mammography/methods
  • Multimodal Imaging/methods
  • Early Detection of Cancer/methods
  • Time Factors
  • Sensitivity and Specificity
  • Adult
  • Female
  • Aged
  • Image Interpretation, Computer-Assisted/methods
  • Software

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