Diagnostic value of mean moving distance of thyroid nodules measured by? M-mode ultrasound in FNAC in benign and malignant thyroid nodules using machine learning algorithm
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Diagnostic value of mean moving distance of thyroid nodules measured by? M-mode ultrasound in FNAC in benign and malignant thyroid nodules using machine learning algorithm
Journal of Clinical Ultrasound in MedicineVol. 24, Issue 4, (2022)
作者机构:
1. 颍上县人民医院
2. 浙江大学附属第二医院
作者简介:
基金信息:
DOI:
CLC:
Published:2022,
Published Online:5 May 2022,
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Diagnostic value of mean moving distance of thyroid nodules measured by? M-mode ultrasound in FNAC in benign and malignant thyroid nodules using machine learning algorithm. [J]. Journal of Clinical Ultrasound in Medicine 24(4).(2022)
DOI:
Diagnostic value of mean moving distance of thyroid nodules measured by? M-mode ultrasound in FNAC in benign and malignant thyroid nodules using machine learning algorithm. [J]. Journal of Clinical Ultrasound in Medicine 24(4).(2022)DOI:
Diagnostic value of mean moving distance of thyroid nodules measured by? M-mode ultrasound in FNAC in benign and malignant thyroid nodules using machine learning algorithm
Abstract Objective To evaluate the relationship between the mean moving distance (MMD) of thyroid nodule in FNA measured by M-mode ultrasound and its pathological result. Besides
evaluating the differentiating value of MMD in different pathological types. Methods: 145 cases of thyroid nodules diagnosed by pathology were collected
including 84 cases of malignant nodules and 61 cases of benign nodules. All the above patients underwent fine needle puncture of nodules under the guidance of ultrasound
and dynamic mapping was performed during the operation. All images were post-processed by Free-Xros M
and the puncture frequency and its displacement were measured. Support vector machine (SVM) was used to analyze the relationship between the average nodule displacement distance and its benign and malignant.Results: No statistically significant difference in size
shape
location
blood flow and FNA puncture frequency between benign and malignant thyroid nodules were found (all P >0.05). The sensitivity
specificity
positive predictive value
negative predictive value and accuracy of FNA were 85.96%
85.57%
79.03%
90.24%
85.51% and 0.855 respectively. Conclusion: The average displacement of FNA of thyroid nodules under ultrasound guidance is an auxiliary index for diagnosing benign and malignant nodules
and is expected to be an effective qualitative index for pathologically ambiguous nodules.
关键词
甲状腺结节,超声检查,机器学习,细针穿刺活检
Keywords
Thyroid nodules ultrasound machine-learning fine needle biopsy