Literature DB >> 31077414

Computer-Aided Diagnosis of Solid Breast Lesions With Ultrasound: Factors Associated With False-negative and False-positive Results.

Jia-Yi Wu1, Zi-Zhuo Zhao1, Wen-Yue Zhang1, Ming Liang1, Bing Ou1, Hai-Yun Yang1, Bao-Ming Luo1.   

Abstract

OBJECTIVES: To investigate factors that may lead to false-positive or false-negative results in a computer-aided diagnostic system (S-Detect; Samsung Medison Co, Ltd, Seoul, Korea) for ultrasound (US) examinations of solid breast lesions.
METHODS: This prospective study was approved by the Institutional Review Board of Sun Yat-sen Memorial Hospital. All patients signed and provided written informed consent before biopsy or surgery. From September 2017 to May 2018, 269 consecutive women with 338 solid breast lesions were included. All lesions were examined with US and S-Detect before biopsy or surgical excision. The final US assessments made by radiologists and S-Detect were matched to the pathologic results. Patient and lesion factors in the "true" and "false" S-Detect groups were compared, and multivariate logistic regression analyses were used to identify the factors associated with false S-Detect results.
RESULTS: The mean age of the patients ± SD was 42.6 ± 12.9 years (range, 18-77 years). Of the 338 lesions, 209 (61.8%) were benign, and 129 (38.2%) were malignant. Larger lesions, the presence of lesion calcifications detected by B-mode US, and grades of 2 and 3 according to Adler et al (Ultrasound Med Biol 1990; 16:553-559) were significantly associated with false-positive S-Detect results (odds ratio [OR], 1.071; P = .006; OR, 5.851; P = .001; OR, 1.726; P = .009, respectively). Smaller lesions and the absence of calcifications detected by B-mode US in malignant solid breast lesions were significantly associated with false-negative S-Detect results (OR, 1.141; P = .015; OR, 7.434; P = .016).
CONCLUSIONS: Larger benign lesions, the presence of lesion calcifications, and high degrees of vascularity are likely to show false-positive S-Detect results. Smaller malignant lesions and the absence of calcifications are likely to show false-negative S-Detect results.
© 2019 by the American Institute of Ultrasound in Medicine.

Entities:  

Keywords:  breast; computer-aided diagnosis; diagnosis; neoplasm; ultrasound

Mesh:

Year:  2019        PMID: 31077414     DOI: 10.1002/jum.15020

Source DB:  PubMed          Journal:  J Ultrasound Med        ISSN: 0278-4297            Impact factor:   2.153


  5 in total

1.  The diagnostic performance of ultrasound computer-aided diagnosis system for distinguishing breast masses: a prospective multicenter study.

Authors:  Qi Wei; Yu-Jing Yan; Ge-Ge Wu; Xi-Rong Ye; Fan Jiang; Jie Liu; Gang Wang; Yi Wang; Juan Song; Zhi-Ping Pan; Jin-Hua Hu; Chao-Ying Jin; Xiang Wang; Christoph F Dietrich; Xin-Wu Cui
Journal:  Eur Radiol       Date:  2022-01-23       Impact factor: 5.315

2.  S-Detect characterization of focal solid breast lesions: a prospective analysis of inter-reader agreement for US BI-RADS descriptors.

Authors:  Tommaso Vincenzo Bartolotta; Alessia Angela Maria Orlando; Maria Laura Di Vittorio; Francesco Amato; Mariangela Dimarco; Domenica Matranga; Raffaele Ienzi
Journal:  J Ultrasound       Date:  2020-05-23

3.  Evaluation of the Quadri-Planes Method in Computer-Aided Diagnosis of Breast Lesions by Ultrasonography: Prospective Single-Center Study.

Authors:  Liang Yongping; Zhang Juan; Ping Zhou; Zhao Yongfeng; Wengang Liu; Yifan Shi
Journal:  JMIR Med Inform       Date:  2020-05-05

4.  Clinical Application of Computer-Aided Diagnosis for Breast Ultrasonography: Factors That Lead to Discordant Results in Radial and Antiradial Planes.

Authors:  Ying Zhu; Weiwei Zhan; Xiaohong Jia; Juan Liu; Jianqiao Zhou
Journal:  Cancer Manag Res       Date:  2022-02-23       Impact factor: 3.989

5.  Clinical validation of S-DetectTM mode in semi-automated ultrasound classification of thyroid lesions in surgical office.

Authors:  Marcin Barczyński; Małgorzata Stopa-Barczyńska; Beata Wojtczak; Agnieszka Czarniecka; Aleksander Konturek
Journal:  Gland Surg       Date:  2020-02
  5 in total

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