Literature DB >> 33856523

The value of the Demetics ultrasound-assisted diagnosis system in the differential diagnosis of benign from malignant thyroid nodules and analysis of the influencing factors.

Wuping Mai1,2, Meijun Zhou1, Jinhua Li1, Wenhong Yi1, Sushu Li1, Ye Hu1, Jiangting Ji1, Weibo Zeng1, Bo Gao1, Hongmei Liu3,4.   

Abstract

OBJECTIVES: To evaluate the value of Demetics and to explore whether Demetics can help radiologists with varying years of experience in the differential diagnosis of benign from malignant thyroid nodules.
METHODS: The clinical application value of Demetics was assessed by comparing the diagnostic accuracy of radiologists before and after applying Demetics. This retrospective analysis included 284 thyroid nodules that underwent pathological examinations. Two different combined methods were applied. Using method 1: the original TI-RADS classification was forcibly upgraded or downgraded by one level when Demetics classified the thyroid nodules as malignant or benign. Using method 2: the TI-RADS and benign or malignant classification of the thyroid nodules were flexibly adjusted after the physician learned the Demetics' results.
RESULTS: Demetics exhibited a higher sensitivity than did junior radiologist 1 (pD1 = 0.029) and was similar in sensitivity to the two senior radiologists. Demetics had a higher AUC than both junior radiologists (pD1 = 0.042, pD2 = 0.038) and an AUC similar to that of the senior radiologists. The sensitivity (p = 0.035) and AUC (p = 0.031) of junior radiologist 1 and the specificity (p < 0.001) and AUC (p = 0.026) of junior radiologist 2 improved with combined method 1. The AUC of junior radiologist 2 improved with combined method 2 (p = 0.045). The factors influencing the diagnostic results of Demetics include sonographic signs (echogenicity and echogenic foci), contrast of the image, and nodule size.
CONCLUSION: Demetics exhibited high sensitivity and accuracy in the differential diagnosis of benign from malignant thyroid nodules. Demetics could improve the diagnostic accuracy of junior radiologists. KEY POINTS: • Demetics exhibited a high sensitivity and accuracy in the differential diagnosis of benign from malignant thyroid nodules. • Demetics could improve the diagnostic accuracy of junior radiologists in the differential diagnosis of benign from malignant thyroid nodules. • Factors influencing the diagnostic results of Demetics include the sonographic signs (echogenicity and echogenic foci), contrast of the image, and nodule size.

Entities:  

Keywords:  Artificial intelligence; Radiologists; Thyroid nodules; Ultrasonic

Year:  2021        PMID: 33856523     DOI: 10.1007/s00330-021-07884-z

Source DB:  PubMed          Journal:  Eur Radiol        ISSN: 0938-7994            Impact factor:   5.315


  2 in total

1.  Ultrasound Computer-Aided Diagnosis (CAD) Based on the Thyroid Imaging Reporting and Data System (TI-RADS) to Distinguish Benign from Malignant Thyroid Nodules and the Diagnostic Performance of Radiologists with Different Diagnostic Experience.

Authors:  Zhuang Jin; Yaqiong Zhu; Shijie Zhang; Fang Xie; Mingbo Zhang; Ying Zhang; Xiaoqi Tian; Jue Zhang; Yukun Luo; Junying Cao
Journal:  Med Sci Monit       Date:  2020-01-02

2.  The ethical, legal and social implications of using artificial intelligence systems in breast cancer care.

Authors:  Stacy M Carter; Wendy Rogers; Khin Than Win; Helen Frazer; Bernadette Richards; Nehmat Houssami
Journal:  Breast       Date:  2019-10-11       Impact factor: 4.380

  2 in total
  1 in total

1.  Diagnostic value of artificial intelligence automatic detection systems for breast BI-RADS 4 nodules.

Authors:  Shu-Yi Lyu; Yan Zhang; Mei-Wu Zhang; Bai-Song Zhang; Li-Bo Gao; Lang-Tao Bai; Jue Wang
Journal:  World J Clin Cases       Date:  2022-01-14       Impact factor: 1.337

  1 in total

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