Contrast-enhanced ultrasound combined with shear wave elastography in the diagnosis of C-TIRADS category 4 thyroid nodules
Original Article

Contrast-enhanced ultrasound combined with shear wave elastography in the diagnosis of C-TIRADS category 4 thyroid nodules

Wei-Bing Zhang1#, Wen Xu2#, Bei-Li He1, Zhe Chen1, Hua Liu1, Wen-Fang Deng3

1Department of Ultrasound, Jiangsu Corps Hospital, Chinese People’s Armed Police Forces, Yangzhou, China; 2Department of Medical Imaging, Beijing Corps Hospital, Chinese People’s Armed Police Forces, Beijing, China; 3Department of General Practice, Northern Jiangsu People’s Hospital, Yangzhou, China

Contributions: (I) Conception and design: WB Zhang, W Xu, WF Deng; (II) Administrative support: H Liu; (III) Provision of study materials or patients: BL He, Z Chen, W Xu; (IV) Collection and assembly of data: WB Zhang, W Xu, WF Deng; (V) Data analysis and interpretation: WB Zhang, WF Deng; (VI) Manuscript writing: All authors; (VII) Final approval of manuscript: All authors.

#These authors contributed equally to this work.

Correspondence to: Wen-Fang Deng, BD. Department of General Practice, Northern Jiangsu People’s Hospital, No. 98 Nantong West Road, Yangzhou 225001, China. Email: 67493026@qq.com.

Background: Contrast-enhanced ultrasound (CEUS) and shear wave elastography (SWE) have been widely used in the diagnosis of thyroid nodules. The main purpose of this study was to investigate the diagnostic value of CEUS combined with SWE for Chinese Thyroid Imaging Reporting and Data System (C-TIRADS) category 4 thyroid nodules.

Methods: CEUS and SWE were performed on 219 patients with 219 C-TIRADS category 4 thyroid nodules. Receiver operator characteristic (ROC) curves were drawn based on the surgical and pathological results. The diagnostic efficacy of CEUS, SWE, and CEUS and SWE combined were analyzed and compared.

Results: The areas under the curve (AUCs) of the ROC curves for CEUS and SWE were 0.899 [95% confidence interval (CI): 0.847–0.951] and 0.838 (95% CI: 0.775–0.901), respectively. The diagnostic sensitivity, specificity, accuracy, negative predictive value (NPV), positive predictive value (PPV), positive likelihood ratio (LR+), and negative likelihood ratio (LR) of CEUS were 81.0% (136/168), 86.3% (44/51), 82.2% (180/219), 57.9% (44/76), 95.1% (136/143), 5.90, and 0.22, respectively, while those of SWE were 78.6% (132/168), 74.5% (38/51), 77.6% (170/219), 51.4% (38/74), 91.0% (132/145), 3.08, and 0.29, respectively, and those of CEUS and SWE combined were 94.6% (159/168), 84.3% (43/51), 92.2% (202/219), 82.7% (43/52), 95.2% (159/167), 6.03, and 0.06, respectively. After CEUS and SWE combined, the diagnostic sensitivity, NPV, and accuracy were improved (all P<0.05).

Conclusions: For C-TIRADS category 4 thyroid nodules, CEUS and SWE had high diagnostic efficacy, and the combination of CEUS and SWE further increased the diagnostic sensitivity, NPV, and accuracy, and thus could be used to help guide the treatment and management of patients.

Keywords: Contrast-enhanced ultrasound (CEUS); shear wave elastography (SWE); Chinese Thyroid Imaging Reporting and Data System (C-TIRADS); thyroid nodules


Submitted Mar 31, 2024. Accepted for publication Mar 06, 2025. Published online Apr 23, 2025.

doi: 10.21037/qims-24-666


Introduction

Following the popularization of ultrasound examination, the diagnosis of thyroid nodules in the population is increasing. Thyroid cancer is currently the 13th most commonly diagnosed cancer and the 6th most commonly diagnosed cancer in women (1). Only 5–15% of thyroid nodules are malignant (2). Fine needle aspiration (FNA) and molecular testing have improved the diagnostic accuracy of thyroid nodules (2-4). Clinical practice guidelines on the management of thyroid cancer have been modified over the last 15 years to reduce overdiagnosis and any resultant overtreatment (1). The 2020 Chinese Thyroid Imaging Reporting and Data System (C-TIRADS) provides an effective approach for the differential diagnosis of thyroid nodules (5-11). The C-TIRADS uses counting methods, and has been shown to be more convenient and practical than weighting methods of the Thyroid Imaging Reporting and Data System (TI-RADS) that were developed by the American College of Radiology for clinical application. Due to overlapping in the imaging features of benign and malignant thyroid nodules in conventional ultrasound, the malignant risk of C-TIRADS category 4 nodules ranges from 2% to 90% (5,7). Thus, a combination of technical examinations is necessary to diagnose C-TIRADS category 4 nodules.

Contrast-enhanced ultrasound (CEUS) shows the distribution of microvessels in thyroid nodules, which is conducive to the diagnosis of nodules (12-14). Shear wave elastography (SWE) is also widely used in the diagnosis of thyroid nodules (15). For the differentiation of benign and malignant thyroid nodules, conventional ultrasound is first used to classify the nodules according to the C-TIRADS. Follow-up examinations may be recommended for C-TIRADS category 2 and 3 nodules; a combination of SWE, CEUS, or FNA may be recommended for C-TIRADS category 4 nodules; and FNA or surgery may be recommended for C-TIRADS category 5 nodules.

This study retrospectively analyzed the clinical data, sonographic features, and CEUS and SWE images of 219 patients with 219 C-TIRADS category 4 thyroid nodules confirmed by surgical pathology to investigate the diagnostic value of CEUS combined with SWE in the diagnosis of C-TIRADS category 4 nodules. We present this article in accordance with the STARD reporting checklist (available at https://qims.amegroups.com/article/view/10.21037/qims-24-666/rc).


Methods

Patients

The study was conducted in accordance with the Declaration of Helsinki (as revised in 2013). The study was approved by the Ethics Committee of Jiangsu Corps Hospital, Chinese People’s Armed Police Forces (No. 20210201), and the requirement of individual consent for this retrospective analysis was waived. From July 2020 to July 2022, a total of 227 patients with thyroid nodules were identified for inclusion in the study. To be eligible for inclusion in the study, the patients had to meet the following inclusion criteria: (I) have a maximal thyroid nodule size ≥5 mm; (II) have C-TIRADS category 4A, 4B, or 4C nodules; (III) have undergone CEUS and SWE examinations; and (IV) have had the nodule diagnosis confirmed by surgical pathology. Patients were excluded from the study if they met any of the following exclusion criteria: (I) were aged <10 years old or >80 years old (n=3); and/or (II) did not have complete CEUS and SWE imaging data (n=5). For multiple nodules, the nodule most suspicious for malignancy was selected first, and the largest nodule was then evaluated. Ultimately, 219 patients with 219 nodules were enrolled in the study.

Conventional ultrasound and SWE

A LOGIQ E9 ultrasonic diagnostic instrument with a 6–15-MHz probe (GE Healthcare, Milwaukee, WI, USA) was used for conventional ultrasonic examinations by different doctors, who each had more than 10 years of experience in thyroid ultrasound diagnosis. The patient was placed in the supine position, fully exposing the anterior cervical region, and the size, echo, shape, boundary, microcalcification, capsule, blood supply, and cervical lymph nodes were observed. All the thyroid nodules included in the study were classified according to the C-TIRADS. The malignant ultrasonic features of thyroid nodule classification in the C-TIRADS include markedly hypoechoic, solid composition, irregular or ill-defined margins or extrathyroidal extensions, microcalcifications, and vertical orientation. One point was added for each feature. A comet-tail artifact is a benign ultrasonic feature, and one point was deducted if it was observed. Finally, the nodules were classified according to the total score. Any disagreements were resolved by consultation and discussion until a consensus was reached.

The SWE was operated by the senior doctor with 18 years of experience in thyroid ultrasound diagnosis. The doctor used the French Supersonic Aixplorer instrument with the 4–15-MHz probe (Supersonic Imagine, Aix-en-Provence, France), and the SWE indicators were measured. The transverse section and the longitudinal section of all the nodules were measured five times each, and the average values were taken. In terms of the SWE indicators, this study only included the maximum value of Young’s modulus (Emax; kPa) (Figure 1).

Figure 1 CEUS images and SWE images. (A) The thyroid follicular adenoma of a 43-year-old woman; CEUS showed a peripheral enhancement ring and later wash-out. (B) The same nodule in (A); SWE showed that the Emax of the nodule was 33.8 kPa. (C) The thyroid papillary carcinoma of a 26-year-old woman; CEUS showed low enhancement, an unclear enhancement boundary, and earlier wash-out. (D) The same nodule of (C); SWE showed that the Emax of the nodule was 52.5 kPa. The white arrows indicate the thyroid nodules. The white boxes are the regions of interest of SWE. The white circles are the sampling volumes that were placed in the target nodules and nearby normal thyroid. Emax: the maximum value of Young’s modulus. CEUS, contrast-enhanced ultrasound; SD, standard deviation; SWE, shear wave elastography.

CEUS examination and analysis

An Esaote MyLab Twice ultrasonic diagnostic instrument with a LA523 probe (Esaote, Genoa, Italy) was used for CEUS, which was performed by a senior doctor with 18 years of experience in thyroid ultrasound diagnosis. The mechanical index was adjusted to 0.06. The probe was fixed on the optimal longitudinal section of the nodule, the imaging mode was switched, and 1.5 mL of SonoVue (Bracco Suisse SA, Paradiso, Switzerland), was injected into the patient’s elbow vein quickly, and the vein was then flushed with 5 mL of physiological saline. The nodule was dynamically observed, and the videos and images were saved. The enhancement level of the nodule was classified as high, equal, or low. The enhancement mode was divided into centripetal, eccentric and diffuse enhancement. The enhancement uniformity was classified as uniform or non-uniform. After enhancement, the boundary enhancement was classified as clear or unclear. The peripheral annular enhancement was classified as yes or no. The resolution mode was divided into fast, synchronous, and slow resolution. The CEUS features of the malignant nodules included low enhancement, centripetal enhancement, uneven enhancement, an unclear boundary after enhancement, and fast resolution (Figure 1).

When CEUS was combined with SWE for diagnosis, if CEUS showed to typical benign signs (i.e., annular enhancement, equal enhancement, or high enhancement, and slow regression or synchronous regression), the nodule was assessed as negative; for the rest of the nodules, if one of the methods was positive, the combined diagnosis was assessed as positive.

Statistical analysis

SPSS 20.0 (IBM, Chicago, IL, USA) was used for the statistical analysis. The normally distributed quantitative data are expressed as the mean ± standard deviation, and the t-test was used for inter-group comparisons. The non-normally distributed quantitative data are expressed as the interquartile range, and the non-parametric Mann-Whitney test was used for inter-group comparisons. The sex ratio and the diagnostic efficiency index were compared using the chi-square test. A P value <0.05 indicated a statistically significant difference.


Results

Clinical data and postoperative pathologies

There were 66 males and 153 females in this study. The age of the patients ranged from 19 to 75 years (average age: 45.0±13.2 years). The sizes of the nodules ranged from 5 to 28 mm. There were 39, 75, and 105 C-TIRADS category 4A, 4B, and 4C nodules, respectively. Of the 219 nodules, 168 (76.7%) were diagnosed as malignant and 51 (23.3%) as benign by postoperative pathology. The nodules included 26 nodular goiters, 16 follicular adenomas, 3 chronic lymphocytic thyroiditis, 2 subacute thyroiditis, 2 Hashimoto nodules, 2 adenomatous goiters, 164 thyroid papillary carcinomas, and 4 follicular thyroid carcinomas. There were no significant differences between the patients with benign and malignant nodules in terms of the gender ratio and size of the nodules (P>0.05). However, there was a statistically significant difference between the patients with benign and malignant nodules in terms of age (t =2.224, P=0.027; Table 1).

Table 1

Clinical data of the patients

Clinical data Benign (n=51) Malignant (n=168) Total (n=219) P value
Size (mm), median (Q1, Q3) 9 (7, 13) 9 (7, 12) 9 (7, 12) 0.830
Male, n (%) 15 (29.4) 51 (30.4) 66 (30.1) 0.897
Age (years), mean ± SD 48.9±11.5 43.9±13.5 45.0±13.2 0.027

SD, standard deviation.

CEUS characteristics of thyroid nodules

There were statistically significant differences in the CEUS characteristics between the benign and malignant nodules (P<0.05; Table 2). The malignant nodules mainly showed low enhancement (72.6%), centripetal enhancement (76.2%), enhancement heterogeneity (83.9%), an unclear enhancement boundary (81.5%), no peripheral enhancement ring (94.0%), and earlier wash-out (69.6%). While the benign nodules showed a peripheral enhancement ring (76.5%), and later or equal wash-out (82.4%). Considering the enhanced degree, pattern, homogeneity, boundary, peripheral enhancement ring, and wash-out time together, the most observed pattern in 64 (38.1%) malignant nodules was low enhancement, an unclear enhancement boundary, and later wash-out, while the second most observed pattern in 51 (30.6%) malignant nodules was low enhancement, no peripheral enhancement ring, and enhancement heterogeneity.

Table 2

Characteristics of contrast-enhanced ultrasound in thyroid nodules

Characteristics Benign, n (%) Malignant, n (%) P value
Enhancement degree <0.001
   Hypo-enhancement 10 (19.6) 122 (72.6)
   Iso-enhancement 25 (49.0) 39 (23.2)
   Hyper-enhancement 16 (31.4) 7 (4.2)
Enhancement pattern 0.008
   Centripetal 30 (58.8) 128 (76.2)
   Centrifugal 3 (5.9) 14 (8.3)
   Diffuse 18 (35.3) 26 (15.5)
Enhancement homogeneity <0.001
   Homogeneity 33 (64.7) 27 (16.1)
   Heterogeneity 18 (35.3) 141 (83.9)
Enhanced rear boundary <0.001
   Clear 41 (80.4) 31 (18.5)
   Unclear 10 (19.6) 137 (81.5)
Peripheral enhancement ring <0.001
   Yes 39 (76.5) 10 (6.0)
   No 12 (23.5) 158 (94.0)
Wash-out time <0.001
   Earlier 9 (17.6) 117 (69.6)
   Later 32 (62.7) 28 (16.7)
   Equal 10 (19.6) 23 (13.7)
Total 51 (100.0) 168 (100.0)

Diagnostic efficiency of CEUS and SWE

The receiver operator characteristic (ROC) curves showed that the cut-off value of the Emax of SWE was 40.85 kPa, and the areas under the curve (AUCs) of the ROC curves for CEUS and SWE were 0.899 [95% confidence interval (CI): 0.847–0.951] and 0.838 (95% CI: 0.775–0.901), respectively (Figure 2). The sensitivity, specificity, accuracy, negative predictive value (NPV), positive predictive value (PPV), positive likelihood ratio (LR+), and negative likelihood ratio (LR) of CEUS were 81.0% (136/168), 86.3% (44/51), 82.2% (180/219), 57.9% (44/76), 95.1% (136/143), 5.90, and 0.22, while those for SWE were 78.6% (132/168), 74.5% (38/51), 77.6% (170/219), 51.4% (38/74), 91.0% (132/145), 3.08, and 0.29, respectively (Table 3). For the C-TIRADS category 4A nodules, the AUCs of CEUS and SWE were 0.933 (95% CI: 0.853–0.983) and 0.840 (95% CI: 0.719–0.991), respectively. For the C-TIRADS category 4B nodules, the AUCs of CEUS and SWE were 0.886 (95% CI: 0.783–0.990) and 0.805 (95% CI: 0.699–0.912), respectively. For the C-TIRADS category 4C nodules, the AUCs of CEUS and SWE were 0.886 (95% CI: 0.810–0.963) and 0.826 (95% CI: 0.669–0.982), respectively.

Figure 2 The AUCs (95% CIs) of the ROC curves for SWE, CEUS, and SWE + CEUS were 0.899 (95% CI: 0.847–0.951), 0.838 (95% CI: 0.775–0.901), and 0.895 (95% CI: 0.833–0.956), respectively. AUC, area under the curve; CEUS, contrast-enhanced ultrasound; CI, confidence interval; ROC, receiver operator characteristic; SWE, shear wave elastography.

Table 3

Diagnosis by CEUS, SWE, and CEUS + SWE

Methods Pathology Sensitivity (%) (95% CI) Specificity (%) (95% CI) NPV (%)
(95% CI)
PPV (%)
(95% CI)
Accuracy (%) (95% CI) LR+ LR
Benign Malignant
CEUS 81.0 (75.0–86.9) 86.3 (76.8–95.7) 57.9 (46.8–69.0) 95.1 (91.6–98.6) 82.2 (77.1–87.3) 5.90 0.22
   Negative 44 32
   Positive 7 136
SWE 78.6 (72.4–84.8) 74.5 (62.5–86.5) 51.4 (40.0–62.7) 91.0 (86.4–95.7) 77.6 (72.1–83.1) 3.08 0.29
   Negative 38 36
   Positive 13 132
CEUS + SWE 94.6 (91.2–98.0) 84.3 (74.3–94.3) 82.7 (72.4–93.0) 95.2 (92.0–98.4) 92.2 (88.7–95.8) 6.03 0.06
   Negative 43 9
   Positive 8 159

CEUS, contrast-enhanced ultrasound; CI, confidence interval; LR, negative likelihood ratio; LR+, positive likelihood ratio; NPV, negative predictive value; PPV, positive predictive value; SWE, shear wave elastography.

Diagnostic efficacy of CEUS + SWE

The AUC, sensitivity, specificity, NPV, PPV, accuracy, LR+, and LR of CEUS and SWE combined were 0.895 (95% CI: 0.833–0.956), 94.6% (159/168), 84.3% (43/51), 82.7% (43/52), 95.2% (159/167), 92.2% (202/219), 6.03, and 0.06, respectively (Figure 2 and Table 3). CEUS + SWE compared with CEUS or SWE, there were no statistically significant differences in the specificity and PPV (all P>0.05), but there were a statistically significant differences in the sensitivity, NPV, and accuracy (all P<0.05) (Table 4).

Table 4

Comparison of diagnostic efficacy between CEUS + SWE, and CEUS and SWE (P value)

Comparisons P value
Sensitivity Specificity NPV PPV Accuracy
CEUS + SWE vs. CEUS <0.001 0.603 0.003 0.966 0.002
CEUS + SWE vs. SWE <0.001 0.221 <0.001 0.142 <0.001

CEUS, contrast-enhanced ultrasound; NPV, negative predictive value; PPV, positive predictive value; SWE, shear wave elastography.


Discussion

C-TIRADS has been widely recognized for its ability to differentiate between thyroid nodules (5-11). The C-TIRADS has a number of features (5). First, the classification of thyroid nodules using the counting method of the C-TIRADS is simple, feasible, and easy to promote. Second, the classification of C-TIRADS is more in line with clinical practice than other classifications, and its nodule malignancy risk rate from class 2 to class 5 gradually increases from 0% to >90%, providing clear information for the clinical development of thyroid nodule diagnosis and treatment plans. Third, the C-TIRADS closely follows the new international concept of thyroid nodule diagnosis and treatment, and tries to avoid overtreatment of papillary thyroid microcarcinoma as much as possible, while ultrasound guided thermal ablation treatment under strict indications can be chosen. Fourth, the C-TIRADS classification must be combined with the patient’s clinical history. Fifth, the C-TIRADS is suitable for China’s national conditions. For hospitals in China that have not yet conducted FNA, the C-TIRADS classification may provide some reference opinions for surgeons as to whether (or not) to perform thyroid nodule surgery. For C-TIRADS category 4 nodules, ultrasound combining with other technologies to further improve the diagnostic ability is a current research hotpot (16,17).

CEUS has been used in the clinic for many years. The main principle of CEUS is to generate scattering echo through microbubbles of contrast agents, strengthen blood flow signals in the lesions, dynamically observe microvascular changes in different phases of the target lesions, and improve diagnostic accuracy (12-14). It is a valuable new method for the diagnosis of thyroid nodules. It plays an important role in guiding the ablation procedure of nodules and accurately evaluating therapeutic efficacy (18). Huang et al. reported that CEUS was useful in differentiating between thyroid nodules, and had better accuracy for nodules with a size ≥0.66 cm (19). Yang et al. reported that a CEUS quantitative analysis could be helpful in the differential diagnosis of thyroid nodules in patients with Hashimoto’s thyroiditis (20). Similar to previous reports (16-18), this study showed that the CEUS features of malignant nodules mainly included low enhancement (72.6%), enhancement heterogeneity (83.9%), unclear enhancement boundary (81.5%), and earlier wash-out (69.6%), while those of benign thyroid nodules mainly included a peripheral enhancement ring (76.5%), and later or equal wash-out (82.4%). In a few nodules, two-dimensional ultrasound showed an extremely low echo, a blurred boundary, and a vertical position, while CEUS showed star-like enhancement, highly suggestive of necrotic lesions. For such nodules, excessive FNA, and excessive diagnosis and treatment can be avoided to some extent. Ruan et al. reported that according to the qualitative CEUS characteristics and the simplified regression coefficients of non-enhanced ultrasound, the CEUS TI-RADS of thyroid nodule malignant risk stratification had a high AUC of 0.93 (21). Petrasova et al. noted that ring enhancement is a powerful indicator of benign nodules, while heterogeneous enhancement is valuable for detecting malignant nodules (22). Jin et al. reported that the combination of the C-TIRADS and CEUS had higher diagnostic accuracy than any single method (23).

Ultrasonic elastography can be divided into two types according to whether or not an artificial external force is needed. SWE reflects tissue elasticity by transmitting an acoustic radiation pulse to generate shear waves without external force. Gao et al. reported that the C-TIRADS in combination with SWE had better diagnostic efficacy than the C-TIRADS or SWE alone (24). Brandenstein et al. noted that the use of elastography and CEUS provided new possibilities for distinguishing between benign and malignant thyroid nodules (25).

CEUS combined with the C-TIRADS is helpful in diagnosing thyroid nodules. Zhu et al. reported that combining CEUS with the C-TIRADS improved the sensitivity of the C-TIRADS, and had better diagnostic efficacy than C-TIRADS and CEUS alone (16). Cao et al. found that the differential diagnostic value of CEUS combined with the C-TIRADS for benign and malignant thyroid nodules was higher than that of the C-TIRADS alone (26). Cheng et al. adjusted the classification of C-TIRADS category 4 thyroid nodules through CEUS, and the results showed that the diagnostic performance after the adjustment was significantly improved, especially for the nodules recommended for FNA by C-TIRADS (17). Brandenstein et al. reported that the multiparametric ultrasound that consisted of B-mode, SWE, and CEUS, and included a time-intensity-curve analysis, provided new possibilities for the preoperative differential diagnosis of benign and malignant thyroid lesions (27). The results of our study showed that SWE combined with CEUS improved the sensitivity, NPV, and accuracy of diagnosing thyroid nodules.

This study had some limitations. First, as a retrospective study, selection bias was inevitable. Second, the analysis of the CEUS characteristics lacked any objective analysis of quantitative indicators. Third, the CEUS features of different sizes of nodules differed. Thus, the sample size for grouping research should be increased. Fourth, other SWE indicators should be added to the analysis in the future research. Finally, the comparisons did not account for multiplicity to control the type I error.


Conclusions

For C-TIRADS category 4 thyroid nodules, CEUS combined with SWE had high diagnostic efficacy, and the combination improved the diagnostic sensitivity, NPV, and accuracy, and could help guide the treatment and management of patients.


Acknowledgments

None.


Footnote

Reporting Checklist: The authors have completed the STARD reporting checklist. Available at https://qims.amegroups.com/article/view/10.21037/qims-24-666/rc

Funding: None.

Conflicts of Interest: All authors have completed the ICMJE uniform disclosure form (available at https://qims.amegroups.com/article/view/10.21037/qims-24-666/coif). The authors have no conflicts of interest to declare.

Ethical Statement: The authors are accountable for all aspects of the work in ensuring that questions related to the accuracy or integrity of any part of the work are appropriately investigated and resolved. The study was conducted in accordance with the Declaration of Helsinki (as revised in 2013). The study was approved by the Ethics Committee of Jiangsu Corps Hospital, Chinese People’s Armed Police Forces (No. 20210201), and the requirement of individual consent for this retrospective analysis was waived.

Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0/.


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Cite this article as: Zhang WB, Xu W, He BL, Chen Z, Liu H, Deng WF. Contrast-enhanced ultrasound combined with shear wave elastography in the diagnosis of C-TIRADS category 4 thyroid nodules. Quant Imaging Med Surg 2025;15(5):4113-4121. doi: 10.21037/qims-24-666

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