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Comprehensive linkage between molecular biology and imaging radiomics for thyroid nodules
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作者 Zhen-Xing He Xiao-Ping Zhang Jian-She Yang 《World Journal of Radiology》 2025年第9期1-16,共16页
Thyroid nodules are common,with a prevalence of approximately 70%on thyroid ultrasonography;approximately 5%of these nodules are malignant.Distingui-shing malignant and benign thyroid nodules is critical for clinical ... Thyroid nodules are common,with a prevalence of approximately 70%on thyroid ultrasonography;approximately 5%of these nodules are malignant.Distingui-shing malignant and benign thyroid nodules is critical for clinical management.Clinicians can judiciously select patients for fine-needle aspiration,understand the cytology results and subsequent follow-up,and determine surveillance stra-tegies for non-operated nodules.The challenge in selecting thyroid nodules for fine-needle aspiration is to avoid the diagnosis of small,clinically insignificant cancers without missing more severe diseases.The molecular characteristics of thyroid nodules are critical for their diagnosis and treatment.However,iden-tifying these characteristics is costly and challenging because of unexpected technical difficulties.An imaging association model based on molecular features will bridge the essential link between molecular characteristics and the computed tomography radiomics,then improve diagnostic efficiency,reducing invasive examinations. 展开更多
关键词 thyroid nodules thyroid cancer Molecular biology Computed tomography Radiomics
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Non-contrast computed tomography radiomics model to predict benign and malignant thyroid nodules with lobe segmentation:A dual-center study
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作者 Hao Wang Xuan Wang +7 位作者 Yu-Sheng Du You Wang Zhuo-Jie Bai Di Wu Wu-Liang Tang Han-Ling Zeng Jing Tao Jian He 《World Journal of Radiology》 2025年第6期121-138,共18页
BACKGROUND Accurate preoperative differentiation of benign and malignant thyroid nodules is critical for optimal patient management.However,conventional imaging modalities present inherent diagnostic limitations.AIM T... BACKGROUND Accurate preoperative differentiation of benign and malignant thyroid nodules is critical for optimal patient management.However,conventional imaging modalities present inherent diagnostic limitations.AIM To develop a non-contrast computed tomography-based machine learning model integrating radiomics and clinical features for preoperative thyroid nodule classification.METHODS This multicenter retrospective study enrolled 272 patients with thyroid nodules(376 thyroid lobes)from center A(May 2021-April 2024),using histopathological findings as the reference standard.The dataset was stratified into a training cohort(264 lobes)and an internal validation cohort(112 lobes).Additional prospective temporal(97 lobes,May-August 2024,center A)and external multicenter(81 lobes,center B)test cohorts were incorporated to enhance generalizability.Thyroid lobes were segmented along the isthmus midline,with segmentation reliability confirmed by an intraclass correlation coefficient(≥0.80).Radiomics feature extraction was performed using Pearson correlation analysis followed by least absolute shrinkage and selection operator regression with 10-fold cross-validation.Seven machine learning algorithms were systematically evaluated,with model performance quantified through the area under the receiver operating characteristic curve(AUC),Brier score,decision curve analysis,and DeLong test for comparison with radiologists interpretations.Model interpretability was elucidated using SHapley Additive exPlanations(SHAP).RESULTS The extreme gradient boosting model demonstrated robust diagnostic performance across all datasets,achieving AUCs of 0.899[95%confidence interval(CI):0.845-0.932]in the training cohort,0.803(95%CI:0.715-0.890)in internal validation,0.855(95%CI:0.775-0.935)in temporal testing,and 0.802(95%CI:0.664-0.939)in external testing.These results were significantly superior to radiologists assessments(AUCs:0.596,0.529,0.558,and 0.538,respectively;P<0.001 by DeLong test).SHAP analysis identified radiomic score,age,tumor size stratification,calcification status,and cystic components as key predictive features.The model exhibited excellent calibration(Brier scores:0.125-0.144)and provided significant clinical net benefit at decision thresholds exceeding 20%,as evidenced by decision curve analysis.CONCLUSION The non-contrast computed tomography-based radiomics-clinical fusion model enables robust preoperative thyroid nodule classification,with SHAP-driven interpretability enhancing its clinical applicability for personalized decision-making. 展开更多
关键词 Papillary thyroid carcinoma thyroid nodules Radiomics Machine learning Non-contrast computed tomography
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Predictors of Successful Radiofrequency Ablation of Benign Thyroid Nodules: A Single Centre Analysis
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作者 Waswa Edgar Jiangyuan Cheng +2 位作者 Esraa Atef Saad Mwale Paul Wu Meng 《International Journal of Clinical Medicine》 2025年第1期16-28,共13页
Objective: To assess the predictors of successful inactivation of benign thyroid nodules using radiofrequency ablation (RFA) and the hormonal responses thereafter. Methods: A retrospective study conducted at Zhongnan ... Objective: To assess the predictors of successful inactivation of benign thyroid nodules using radiofrequency ablation (RFA) and the hormonal responses thereafter. Methods: A retrospective study conducted at Zhongnan Hospital of Wuhan University (January 2022 to January 2024) analysed thyroid tumor characteristics using B-mode ultrasound, colour Doppler imaging, and CEUS post-RFA. Thyroid hormone levels were also assessed before RFA and at 1, 3, and 6 months after the procedure. Results: The study involved 72 patients with benign thyroid nodules, comprising 13 males and 59 females, with a mean age of 45.8 ± 12.1 years. Complete inactivation was achieved in 70.8% of nodules, while 29.2% showed partial inactivation. Nodules with complete inactivation exhibited more calcification (p = 0.040), whereas those with partial inactivation demonstrated higher vascularity (p Conclusion: In conclusion, this study found that therapeutic RFA effectively achieves high rates of complete inactivation in benign thyroid nodules, with the degree of inactivation mainly influenced by nodule vascularity and calcifications. 展开更多
关键词 PREDICTORS Radiofrequency Ablation BENIGN thyroid nodules
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Thyroid nodules as predictors of adenomatous colonic polyps:A systematic review and meta-analysis
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作者 Hyder Osman Mirghani Salah Alghamdi 《World Journal of Clinical Cases》 2025年第33期56-62,共7页
BACKGROUND Thyroid nodules(TN)are increasingly diagnosed worldwide;investigating the association between TN and colon polyps could be helpful in early detection and management.To our knowledge no meta-analysis has ass... BACKGROUND Thyroid nodules(TN)are increasingly diagnosed worldwide;investigating the association between TN and colon polyps could be helpful in early detection and management.To our knowledge no meta-analysis has assessed the relationship between TN and adenomatous colonic polyps.AIM To assess the association between adenomatous colonic polyps,thyroid-stimulating hormone,and TN.METHODS We searched PubMed,MEDLINE,Cochrane Library,EBSCO,and the first 100 articles in Google for articles published in English from inception until April 2025.We included prospective cohorts,retrospective studies,case-control studies,and cross-sectional studies.The keywords thyroid nodules,adenomatous colon polyps,thyroid volume,metabolic syndrome,insulin resistance,and thyroid malignancy were used.RESULTS Out of 237 articles,25 full texts were reviewed,and 5 full texts were included in the final meta-analysis.No relationship was found between TN,colonic polyps,and thyroid-stimulating hormone levels[odd ratio(OR):1.78,95%confidence interval(CI):0.55-5.74,P=0.33].Colonic polyps were more common among patients with TN when addressing heterogeneity(OR:0.42,95%CI:0.30-0.52,P<0.001 and OR:0.08,95%CI:0.70-0.86,P=0.85).CONCLUSION TN were similar among patients with and without adenomatous colonic polyps.However,TN was more common among colon polyps when addressing the heterogeneity.Thyroid-stimulating hormone was not different between those with and without TN.Age,sex,adiposity,and smoking effects might explain the higher rate observed by the included studies.Further studies controlling for the same are needed. 展开更多
关键词 Adenomatous colonic polyps thyroid stimulating hormone thyroid nodule PREDICTORS Risk factors
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Associations of pharmaceutical and personal care product chemical exposure with thyroid nodules and thyroid homeostasis
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作者 Yawen Zheng Lei Zhang +5 位作者 Qian Xiang Jingguang Li Yiming Yao Yongning Wu Hongwen Sun Hongzhi Zhao 《Journal of Environmental Sciences》 2025年第11期21-34,共14页
Pharmaceuticals and personal care products(PPCPs)have been considered as potential contributors to thyroid nodule(TN)and abnormal thyroid homeostasis,but epidemiological evidence is scarce.A total of 1261 individuals ... Pharmaceuticals and personal care products(PPCPs)have been considered as potential contributors to thyroid nodule(TN)and abnormal thyroid homeostasis,but epidemiological evidence is scarce.A total of 1261 individuals comprised of 367 TN patients and 895 controls were recruited from Sichuan,China.The urinary concentrations of fourteen PPCPs were measured.Five thyroid hormones(THs)in serum were determined as indicators of thyroid homeostasis,including thyroid-stimulating hormone,triiodothyronine(T3),thyroxine(T4),free-T3 and free-T4.Serum levels of thyroglobulin antibody(TGAb)and thyroperoxidase antibody(TPOAb)were quantified to identify individual thyroid antibody(TA)statuses.TN patients exhibited higher propyl-paraben(PrP)(median:1.30μg/g Cr)level than controls(0.64μg/g Cr).PrP were significantly associated with TN risk with ORs of 1.060(95%CI:1.002,1.122).The relationship of methyl-paraben with TN risk was nonlinear(p=0.049).PPCP exposurewas significantwith TN risk only in females and TA positive(TPOAb or TGAb)groups,indicating that PPCP susceptibility to TN differs by sex and TA status.Linear regression models showed ethyl-paraben was significantly negatively associated with T4(β:-0.005,95%CI:-0.011,-0.002)and T3(β:-0.007,95%CI:-0.015,-0.002),and positively associated with TPOAb(β:0.059,95%CI:0.000,0.119),suggesting that certain PPCP exposure could affect thyroid homeostasis and autoimmunity.The effects of PPCP exposure on TH and TA levels presented sex-specific.Our findings suggest that PPCP exposure increases TN risk and affects thyroid homeostasis,exhibiting sex and antibody status dependence. 展开更多
关键词 Pharmaceutical and personal care product chemicals thyroid nodule thyroid homeostasis Case-control study thyroid antibody
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Is there a real diagnostic impact of elastosonography and contrast-enhanced ultrasonography in the management of thyroid nodules? 被引量:18
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作者 Massimo GIUSTI Davide ORLANDI +4 位作者 Giulia MELLE Barbara MASSA Enzo SILVESTRI Francesco MINUTO Gianni TURTULICI 《Journal of Zhejiang University-Science B(Biomedicine & Biotechnology)》 SCIE CAS CSCD 2013年第3期195-206,共12页
Ultrasonography(US) and the new applications US elastography(USE) and contrast-enhanced US(CEUS) are used in the screening of thyroid nodules,for which fine-needle aspiration biopsy(FNAB) is the best single diagnostic... Ultrasonography(US) and the new applications US elastography(USE) and contrast-enhanced US(CEUS) are used in the screening of thyroid nodules,for which fine-needle aspiration biopsy(FNAB) is the best single diagnostic test.The aim of the study was to compare the sensitivity,specificity,positive predictive value(PPV),and accuracy of the four examinations in nodules with cytological and histological diagnoses.The study used data from US,FNAB,USE(elasticity(ELX 2/1) index),and CEUS(Peak index and time to peak(TTP) index) evaluated in 73 thyroid nodules in 63 consecutive patients likely to undergo surgery.Cytological-histological correlation was available for 38 nodules.No correlation emerged between nodule size and cytological results.A significant(P=0.03) positive correlation between cumulative US findings and cytological results was found.In addition,significant correlations between cumulative US findings and cytology(P=0.02) and between cumulative US findings and histology(P<0.0001) were found.US showed the best specificity and PPV,and FNAB the best sensitivity.There was no significant difference in the ELX 2/1 index,Peak index,or TTP index among nodules subdivided according to cytological scores.No significant correlation was found between ELX 2/1 index,Peak index,and TTP index,on the one hand,and nodule size,US cumulative findings,cytology,and histology on the other hand.The sensitivity of the ELX 2/1 index was high,but its specificity was very low.The accuracy and PPV of USE were lower than those of the other procedures.Only the correlation between Peak index and cumulative US findings reached a value close to significance.Our ultimate aim is to minimise unnecessary thyroidectomy.US and FNAB continue to play a central diagnostic role.The use of a US score showed high specificity and PPV.The specificity of FNAB was low in this selected series because of the numbers of indeterminate cytological responses.USE and CEUS are innovative techniques that need to be standardized.The ELX 2/1 index,Peak index,and TTP index seem to be unrelated to histology.The best statistical data on USE and CEUS concerned their sensitivity and PPV,respectively.At present,USE and CEUS are too time-consuming and of limited utility in selecting patients for surgery. 展开更多
关键词 thyroid nodules CYTOLOGY HISTOLOGY ULTRASONOGRAPHY Elastosonography Contrast-enhanced ultrasonography
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Prevalence of Thyroid Nodules and Its Relationship with Iodine Status in Shanghai:a Population-based Study 被引量:28
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作者 SONG Jun ZOU Shu Rong +8 位作者 GUO Chang Yi ZANG Jia Jie ZHU Zhen Ni MI Ming HUANG Cui Hua YU Hui Ting LU Xi RUAN Ye WU Fan 《Biomedical and Environmental Sciences》 SCIE CAS CSCD 2016年第6期398-407,共10页
Objective This study was designed to evaluate the prevalence of thyroid nodules(TNs) and its relationship with urine iodine concentrations(UICs) after the regional rapid economic growth and lifestyle changes. Meth... Objective This study was designed to evaluate the prevalence of thyroid nodules(TNs) and its relationship with urine iodine concentrations(UICs) after the regional rapid economic growth and lifestyle changes. Methods A cross-sectional survey was conducted in the general population aged 15-69 years. A questionnaire regarding general and personal characteristics and relevant information was administered. Ultrasonography of the thyroid was performed, and serum triiodothyronine(T3), tetraiodothyronine(T4), serum thyroid stimulating hormone(TSH), free triiodothyronine(FT3), free tetraiodothyronine(FT4), thyroglobulin antibody(Tg Ab), thyroid peroxidase antibody(TPOAb), and TSH receptor antibody(TRAb) levels were measured for each individual subject. Results The prevalence rates of TNs in the whole population, females and males were 27.76%, 34.04%, and 21.60%, respectively. The prevalence of multiple nodules increased with age, whereas the prevalence peaks differed between males and females. The median UICs in the whole population and females with non-TNs were higher than those of subjects with TNs(P=0.0035, P=0.0068). The median UICs in subjects with a single TN were higher than those in subjects with multiple TNs(P=0.0164, P=0.0127). The result showed a U-shaped curve relationship between UIC and prevalence of TNs. The prevalence of TNs was the lowest when the UIC was 140-400 μg/L. Conclusion The prevalence of TNs was nearly 30% and increased with age. The relationship between UIC and prevalence of TNs is U-shaped, with an increase in risk when the UIC was 〈140 μg/L and 〉400 μg/L. Very low or high UIC levels need attention and correction. 展开更多
关键词 thyroid nodules PREVALENCE Urine iodine EPIDEMIOLOGY
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Impact of nodular size on the predictive values of gray-scale,color-Doppler ultrasound,and sonoelastography for assessment of thyroid nodules 被引量:9
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作者 Yu-rong HONG Yu-lian WU +2 位作者 Zhi-yan LUO Ning-bo WU Xue-ming LIU 《Journal of Zhejiang University-Science B(Biomedicine & Biotechnology)》 SCIE CAS CSCD 2012年第9期707-716,共10页
Objective:To define the roles of gray-scale,color-Doppler ultrasound,and sonoelastography for the assessment of thyroid nodule to determine whether nodule size affects the differential diagnosis of benign and malignan... Objective:To define the roles of gray-scale,color-Doppler ultrasound,and sonoelastography for the assessment of thyroid nodule to determine whether nodule size affects the differential diagnosis of benign and malignant.Methods:A total of 243 consecutive subjects(214 women,29 men) with 329 thyroid nodules were examined by gray-scale,color-Doppler ultrasound,and sonoelastography in this prospective study.All patients underwent surgery and the final diagnosis was obtained from histopathological examination.Results:Three hundred and twenty-nine nodules(208 benign,121 malignant) were divided into small(SNs,5-10 mm,n=137) and large(LNs,>10 mm,n=192) nodules.Microcalcifications were more frequent in malignant LNs than in malignant SNs,but showed no significant difference between benign LNs and SNs.Poorly-circumscribed margins were not significantly different between malignant SNs and LNs,but were less frequent in benign LNs than in benign SNs.Among all nodules,marked intranodular vascularity was more frequent in LNs than in SNs.By comparison,shape ratio of anteroposterior to transverse dimensions(A/T) ≥1 was less frequent in LNs than in SNs.Otherwise,among all nodules,marked hypoechogenicity and elasticity score of 4-6 showed no significant difference between LNs and SNs.Conclusions:The predictive values of microcalcifications,nodular margins,A/T ratio,and marked intranodular vascularity depend on nodule size,but the predictive values of echogenicity and elastography do not. 展开更多
关键词 ULTRASOUND thyroid nodules SONOELASTOGRAPHY Nodule size
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Increased Prevalence of Thyroid Nodules Across Nearly 10 Years in Shanghai,China 被引量:6
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作者 Meng-ying QU Wei TANG +6 位作者 Xue-ying CUI Yu-xiang JIN Zheng-yuan WANG Chang-yi GUO Xiao-dong JIA Yong-quan SHI Jia-jie ZANG 《Current Medical Science》 SCIE CAS 2023年第1期191-197,共7页
Objective This study aimed to determine whether the prevalence of thyroid nodules(TNs)increased due to modern lifestyles or other factors,despite the advances in screening and diagnostic tools.Methods This study inclu... Objective This study aimed to determine whether the prevalence of thyroid nodules(TNs)increased due to modern lifestyles or other factors,despite the advances in screening and diagnostic tools.Methods This study included 3474 pairs of participants,who were matched by gender and age(±3 years)from two cross-sectional sampling surveys:(1)the program on the iodine nutritional status and related health status of residents in Shanghai in 2009;(2)the thyroid disease screening program for adults in Shanghai between 2017 and 2018.The prevalence of TNs and thyroid diseases in 2009 and 2017–2018 were compared,and the potential risk factors of TNs were detected.Results The prevalence of TNs in 2009 was 28.9%:22.5%in males and 34.5%in females.In 2017,this increased to 43.8%:37.9%in males and 49.1%in females.The prevalence of TNs significantly increased from 2009 to 2017(odds ratio,1.486;95%confidence interval,1.238–1.786).In addition,female gender,thyroid disease history,and age were the main risk factors for TNs after adjusting for confounders in the logistic regression across the time period.Conclusion The prevalence of TNs significantly increased across nearly 10 years in Shanghai. 展开更多
关键词 thyroid nodules PREVALENCE period difference detection technology thyroid disease
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Perithyroidal hemorrhage caused by hydrodissection during radiofrequency ablation for benign thyroid nodules:Two case reports 被引量:5
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作者 Bo-Wen Zheng Tao Wu +2 位作者 Zhi-Cheng Yao Yan-Ping Ma Jie Ren 《World Journal of Clinical Cases》 SCIE 2022年第29期10755-10762,共8页
BACKGROUND Hydrodissection is a widely used technique during radiofrequency ablation(RFA)for benign thyroid nodules.Although it could effectively avoid thermal injury to the surrounding critical structures and achieve... BACKGROUND Hydrodissection is a widely used technique during radiofrequency ablation(RFA)for benign thyroid nodules.Although it could effectively avoid thermal injury to the surrounding critical structures and achieve complete treatment,routine operation of the remaining needle could cause perithyroidal hemorrhage.In this report,we present 2 cases of perithyroidal hemorrhage during RFA caused by a hydrodissection needle,which have not been reported before.CASE SUMMARY A 21-year-old female and a 45-year-old male were admitted for RFA for benign thyroid nodules.Considering that their nodules were adjacent to the recurrent laryngeal nerve,the needle used for hydrodissection was placed and remained between the dorsal capsule of the lateral lobe and the recurrent laryngeal nerve.During the procedure,active bleeding near the needle appeared on ultrasonography(US).Although moderate pressure was quickly applied to the neck for several minutes,contrast-enhanced US(CEUS)still showed an active hemorrhage.A radiofrequency electrode was placed at the bleeding point under the guidance of CEUS to stop the bleeding,and the procedure was finally confirmed to be successful by CEUS,without other complications.CONCLUSION Hydrodissection during RFA of benign thyroid nodules was associated with a risk of perithyroidal hemorrhage.The timely recognition of this acute hemorrhage could help in the timely control of the bleeding,and CEUS-guided ablation of the bleeding point could be useful. 展开更多
关键词 COMPLICATION HEMORRHAGE HYDRODISSECTION Radiofrequency ablation Benign thyroid nodules Case report
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Retrospective cytological evaluation of indeterminate thyroid nodules according to the British Thyroid Association 2014 classification and comparison of clinical evaluation and outcomes 被引量:1
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作者 Massimo GIUSTI Barbara MASSA +7 位作者 Margherita BALESTRA Paola CALAMARO Stefano GAY Simone SCHIAFFINO Giovanni TURTULICI Simonetta ZUPO Eleonora MONTI Gianluca ANSALDO 《Journal of Zhejiang University-Science B(Biomedicine & Biotechnology)》 SCIE CAS CSCD 2017年第7期555-566,共12页
The cytology of 130 indeterminate nodules (Thy 3) was retrospectively reviewed according to the British Thyroid Association 2014 classification. Nodules were divided into Thy 3a (atypical features) and Thy 3f (fo... The cytology of 130 indeterminate nodules (Thy 3) was retrospectively reviewed according to the British Thyroid Association 2014 classification. Nodules were divided into Thy 3a (atypical features) and Thy 3f (follicular lesion) categories. Histology was available as a reference for 97 nodules. Pre-surgical evaluations comprised biochemical tests, color-Doppler ultrasonogrephy (US), semi-quantitative elastography-US (USE), contrast-enhanced US (CEUS), and mutation analysis from cytological slides. Thyroid malignancy was the final diagnosis for 19% of surgically- treated nodules. No statistically significant difference in the risk of malignancy was found between Thy 3a (26%) and Thy 3f (14%) nodules. Histology of the Thy 3a and Thy 3f nodules showed a higher incidence of Hurtle cell adenomas in Thy 3f (29%) than in Thy 3a (3%) nodules (P=0.01). The only pre-surgical difference concerned the BRAF V600E mutation, which was positive in some Thy 3a but not in any Thy 3f nodules (P=0.04). Receiver-operating characteristic (ROC) analysis was used to obtain cut-off values from US (score), USE (ELX 2/1 strain index), and CEUS (time-to- peak index and peak index) data. The cut-off values were similar for Thy 3a and Thy 3f nodules. Data showed that malignancy can be suspected if the US score is 〉2, ELX 1/2 strain index 〉1, time-to-peakindex 〉1, and peak index 〈1. In a sub-group of 24 revised nodules (12 Thy 3a and 12 Thy 3f) with histology as a reference, the diagnostic power of cumulative pre-surgical analysis by means of US, USE, and CEUS showed high positive and negative predictive values (83% and 100%, respectively) for the presence of malignancy in Thy 3a and Thy 3f nodules. In conclusion, in our series of revised Thy 3 nodules, malignancy was low and displayed no significant differences between Thy 3a and Thy 3f categories. The use of cut-offs based on histology as a reference could reduce surgery. Our data support the conviction that, in mutation-negative Thy 3a and Thy 3f nodules, observation should be the first choice when not all instrumental results are suspect. 展开更多
关键词 Indeterminate thyroid nodules British thyroid Association 2014 classification Clinical evaluation Outcome
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The Research of Automatic Classification of Ultrasound Thyroid Nodules 被引量:1
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作者 Yanling An Shaohai Hu +2 位作者 Shuaiqi Liu Jie Zhao Yu-Dong Zhang 《Computer Modeling in Engineering & Sciences》 SCIE EI 2021年第7期203-222,共20页
This paper proposes a computer-aided diagnosis system which can automatically detect thyroid nodules (TNs)and discriminate them as benign or malignant. The system firstly uses variational level set active contour with... This paper proposes a computer-aided diagnosis system which can automatically detect thyroid nodules (TNs)and discriminate them as benign or malignant. The system firstly uses variational level set active contour withgradients and phase information to complete automatic extraction of the boundaries of thyroid nodules images.Then according to thyroid ultrasound images and clinical diagnostic criteria, a new feature extraction methodbased on the fusion of shape, gray and texture is explored. Due to the imbalance of thyroid sample classes, thispaper introduces a weight factor to improve support vector machine, offering different classes of samples withdifferent weights. Finally, thyroid nodules are classified and discriminated by the improved support vector machine.Experiments show that the efficiency of discrimination on benign and malignant thyroid nodules is improved. 展开更多
关键词 thyroid nodules active contour model feature extraction image classification
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The Diagnostic Value of Color Doppler Ultrasound and Grey Scale Sonography in Predicting the Malignancy of Thyroid Nodules 被引量:2
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作者 Hamad Elniel H. Eltyib Sameh A. Aborizk +2 位作者 Hanan A. Albalawi Afaf S. Almotairi Arwa H. Aidrus 《Open Journal of Radiology》 2020年第4期215-222,共8页
Retrospective study was done at KAUH to determine the sonographic characteristics in predicting the malignancy of thyroid nodules. The sample was 120 patients consisting of 70 benign nodules and 50 malignant nodules. ... Retrospective study was done at KAUH to determine the sonographic characteristics in predicting the malignancy of thyroid nodules. The sample was 120 patients consisting of 70 benign nodules and 50 malignant nodules. Out of 120 patients, 106 (88.3%) female and 14 (11.7%) male patients. Out of 106 female patients, 64 (91.45) had benign and 42 had malignant thyroid nodules. Out of 14 (11.7) male patients, 6 had benign and 8 had malignant thyroid nodules. The youngest patient in our study was 31 years and the oldest patient was 76 years. The common range of patients age was ≥ 60 years and consisting of twenty (28.6%) benign thyroid nodules and fourteen (28%) malignant thyroid nodules. The majority of patients’ age group with malignant thyroid nodules were between 50 - 60 years and consisting of twenty (40%) malignant nodules. In our study, according to the result of gray scale and color Doppler ultrasonography, hypo-echogenicity, solid echo structure, micro-calcification and intra-nodular vascularity were the significant characteristics of malignancy in nodules with sensitivity (72%, 74%, 48% and 88% respectively), specificity (66%, 63%, 94% and 69% respectively), PPV (60%, 59%, 86% and 67% respectively) and NPV (77%, 77%, 72% and 89% respectively). 展开更多
关键词 ULTRASOUND thyroid nodules MALIGNANT Color Doppler Fine Needle Aspiration
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The Reliability of Ultrasound Diagnosis in Differentiating Malignant from Benign Thyroid Nodules Using TI-RADS Selection Followed by FNA 被引量:2
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作者 Abdullah S. Mirza Husain Alturkistani +4 位作者 Elsayed Elbehery Abdulmalik Alruhaimi Ahmed A. Mirza Syed O. Ahsan Turki H. Alharbi 《Open Journal of Radiology》 2021年第3期115-125,共11页
<strong>Context: </strong>Diagnostic imaging has increased the rate of thyroid nodules detection and improved utilization of fine-needle aspiration (FNA). <strong>Objective:</strong> This study... <strong>Context: </strong>Diagnostic imaging has increased the rate of thyroid nodules detection and improved utilization of fine-needle aspiration (FNA). <strong>Objective:</strong> This study aims to demonstrate the effects of the most reliable non-invasive technique on thyroid nodules. <strong>Methods:</strong> Between 2016 and 2020, 190 patients with 214 nodules visiting King Khalid University Hospital were randomly selected and retrospectively reviewed. Following the ACR TI-RADS recommendations for FNA and correlating cytology reports. Two expert radiologists with ultrasonographic imaging experience re-evaluated and reviewed the images. 88 nodules (41%) in 79 patients were excluded because the nodule size was smaller than the FNA recommended size. <strong>Results:</strong> Following the ACR TI-RADS for FNA recommended selection, 27 nodules (21.4%) out of the recommended 126 nodules were consistent with malignancy in cytology, with overall mean sensitivities, specificities, accuracies, precisions, and negative predictive values (NPV) of 96.4%, 40.7%, 48.7%, 28.4%, and 98.6% respectively. The nodules were subdivided into the TI-RADS 3, 4, and 5.<strong> Conclusion:</strong> In conclusion, ACR TI-RADS is feasible, reliable, and well structured, easily applicable in thyroid nodules reporting. ACR TI-RADS can eliminate many unnecessary FNAs, providing a decline in costs and complications. We recommend the ACR TI-RADS in our radiology department to eliminate reporting discrepancies and cut costs, thereby standardizing the reports, improving intra-user agreements, and improving overall patients’ health care. 展开更多
关键词 thyroid Cancer thyroid nodules thyroid Ultrasound ULTRASOUND TIRADS
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Electronic Synoptic Reporting of Thyroid Nodules: Potential for Reduction in Number of Patients Undergoing Thyroid Nodule Biopsies 被引量:2
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作者 Jimmy Tanche Wang Paul Babyn +1 位作者 Gary Groot Rob Otani 《Open Journal of Radiology》 2016年第3期233-242,共11页
Purpose: The objective of the study was to design and implement an electronic synoptic report for thyroid sonography that incorporates the thyroid imaging reporting and data system (TIRADS) and assess potential for re... Purpose: The objective of the study was to design and implement an electronic synoptic report for thyroid sonography that incorporates the thyroid imaging reporting and data system (TIRADS) and assess potential for reducing unnecessary fine needle aspiration biopsies (FNAB) of thyroid nodules. Methods: The electronic synoptic report was developed using a relational database based on elements from TIRADS and a multidisciplinary consensus statement for thyroid reporting. A retrospective analysis of 138 patients with previously reported thyroid sonographic exams was evaluated for the presence of these elements. The electronic synoptic report calculates the TIRADS score and generates a formal report. Using the TIRADS score the potential decrease in unnecessary FNAB was estimated. Results: Key TIRADS elements were variously reported ranging from 43% for the thyroid nodule’s architecture as solid or cystic. Thyroid nodule echogenicity and calcification was commented in 27% and 23%, respectively. Other features of the TIRADS score were commented in 0% to 8% of the official reports. Estimated reduction for potentially reduced need for FNAB was 34.5%. Conclusions: This study is the first implementation of synoptic reporting using a relational database for sonography of thyroid nodules. Implementation of an electronic standardized synoptic reporting system may facilitate more accurate, and more comprehensive reporting for thyroid ultrasound scanning of thyroid nodules. The use of TIRADS was estimated to be able to potentially reduce the need for FNAB which was significant. 展开更多
关键词 Synoptic Reporting thyroid nodules thyroid Cancer Fine Needle Aspiration Biopsy thyroid Imaging Reporting and Data System
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Management Approach to Thyroid Nodules 被引量:2
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作者 Rodrigo Arrangoiz Fernando Cordera +3 位作者 David Caba Eduardo Moreno Enrique Luque de Leon Manuel Munoz 《International Journal of Otolaryngology and Head & Neck Surgery》 2018年第4期214-227,共14页
Thyroid nodules are a major health problem worldwide. The prevalence of palpable thyroid nodules in the general population is approximately 5% in women and 1% in men living in parts of the world with sufficient iodine... Thyroid nodules are a major health problem worldwide. The prevalence of palpable thyroid nodules in the general population is approximately 5% in women and 1% in men living in parts of the world with sufficient iodine. High resolution neck and thyroid ultrasound can detect thyroid nodules in a significant proportion of randomly selected individuals, with higher frequencies in women and the elderly population. The importance of thyroid nodules lies in the need to rule out cancer. The majority of thyroid nodules are benign, clinically irrelevant, and can be safely managed with a good surveillance program. The detection and diagnosis of differentiated thyroid cancer have evolved over the years with increased use of high resolution cervical and thyroid ultrasound, fine needle aspiration biopsy (FNAB), molecular testing, and thyroglobulin as a serum tumor marker. An algorithm that utilizes high resolution ultrasound and, when indicated, FNAB, and molecular testing for the diagnosis of thyroid nodules, facilitates a personalized, risk-based protocol that promotes high-quality care and minimizes cost and unnecessary testing. Our paper reviews the current, evidence-based management of newly diagnosed thyroid nodules. 展开更多
关键词 thyroid nodules thyroid Cancer thyroid FNA thyroid Nodule Workup
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Pathological and Clinical Correlation European Union-Thyroid Imaging Reporting and Data System (EU-TIRADS) Classification of Thyroid Nodules in Two University Hospitals in Cotonou
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作者 Annelie Kerekou Hode Hubert Dedjan Fréjus Alamou 《Open Journal of Endocrine and Metabolic Diseases》 2024年第2期15-25,共11页
Introduction: Since its creation in 2017 by the European community, the EU-TIRADS classification has enjoyed an excellent reputation in several countries around the world. Indeed, several studies conducted in these co... Introduction: Since its creation in 2017 by the European community, the EU-TIRADS classification has enjoyed an excellent reputation in several countries around the world. Indeed, several studies conducted in these countries testify to the effectiveness of this tool for the management of nodular thyroid pathology. However, in Benin, the contribution of this classification has not yet been evaluated. It is therefore to overcome this inadequacy that we undertook this study. Objective: Participate in improving the diagnostic and therapeutic management of thyroid nodules at the CNHU HKM in Cotonou and at the CHUZ in Suru-Léré. Methods: This is a cross-sectional study with retrospective data collection spread over a period of 3 years 5 months, from January 2019 to May 2022 and carried out jointly in the Endocrinology Metabolism Nutrition and ORL-CCF departments of the CNHU HKM of Cotonou and in the ORL-CCF department of the CHUZ of Suru-Léré. The study population consisted of patients who consulted the University Clinic of Endocrinology Metabolism Nutrition, the University Clinic of ORL-CCF of the CNHU-HKM and the University Clinic of ORL-CCF of the CHUZ of Suru-Léré for thyroid nodule and who have had surgery. The study data was collected from patients hospitalization records using a survey form. Results: On ultrasound, according to the EU-TIRADS classification, 56.8% of nodules presented a low risk of malignancy (EU-TIRADS 3) compared to respectively 19.8%;23% and 2.5% of nodules with zero (EU-TIRADS 2), intermediate (EU-TIRADS 4) and high (EU-TIRADS 5) risk of malignancy. Regarding the performance of this classification, it is sensitive in 37.5% of cases and has a specificity of 78.5% with a PPV (Positive Predictive Value) and a NPV (Negative Predictive Value) respectively of 6.6 % and 91.6%. Furthermore, the bivariate correlations revealed that the size of the nodule was significantly associated with the malignancy of the nodule (p = 0.014) and the calculated value of the Yule’s Q coefficient (0.375) reflects a moderate intensity of the connection between the EU-TIRADS and histology. Conclusion: the EU-TIRADS classification, due to its excellent NPV, is of great interest for the management of thyroid nodules at the CNHU-HKM of Cotonou and at the CHUZ of Suru-Léré. In view of this, particular emphasis must be placed on its regular and rigorous use. 展开更多
关键词 thyroid nodules EU-TIRADS Classification MALIGNANCY
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Analysis of Clinical Application Value of Detection of Serum Thyroglobulin Antibody, Peroxidase Antibody and Thyroglobulin in Patients with Thyroid Nodules
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作者 WANG Lili LIU Shuang 《外文科技期刊数据库(文摘版)医药卫生》 2020年第1期057-058,共4页
Objective: to detect serum thyroglobulin antibody (TG AB), peroxidase antibody (TPO AB) and thyroglobulin (TG) in patients with thyroid nodules. Methods: 80 patients with malignant TN were selected and divided into st... Objective: to detect serum thyroglobulin antibody (TG AB), peroxidase antibody (TPO AB) and thyroglobulin (TG) in patients with thyroid nodules. Methods: 80 patients with malignant TN were selected and divided into study group (32 cases, malignant TN group) and control group (48 cases, benign TN group) according to the postoperative pathological results. The levels of thyroid function (FT3, FT4 and TSH) and the positive rates of TG AB, TPO AB and TG (single positive rate and triple positive rate) were compared between the two groups. Results: compared with the two groups, the serum TSH level, the positive rate of TG AB, TPO AB and TG in the study group were higher (P < 0.05). Conclusion: the detection of serum TG AB, TPO AB and TG in patients with thyroid nodules can help to distinguish the benign and malignant nature of thyroid nodules, and have certain guiding significance for the determination of diagnosis and treatment plan of patients. 展开更多
关键词 thyroid nodules TG ab TPO ab TG clinical application value
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Diagnostic Value and Misdiagnosis Analysis of Conventional Ultrasonography Combined with Contrast-Enhanced Ultrasonography in Thyroid Nodules
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作者 Meiqing He Xixi Zhang +1 位作者 Hui Li Tian Wang 《Journal of Clinical and Nursing Research》 2023年第1期38-43,共6页
Objective:To explore the diagnostic value of conventional ultrasonography combined with contrast-enhanced ultrasonography in thyroid nodules.Methods:From June 2021 to July 2022,163 patients with thyroid nodules enroll... Objective:To explore the diagnostic value of conventional ultrasonography combined with contrast-enhanced ultrasonography in thyroid nodules.Methods:From June 2021 to July 2022,163 patients with thyroid nodules enrolled in our hospital were selected as research subjects.After pathological diagnosis,24 cases were malignant thyroid nodules,and 139 cases were benign thyroid nodules.The diagnosis rate of malignant and benign thyroid nodules was observed and analyzed,with 95%CI.Results:Among them,the malignant and benign detection rates of routine ultrasound were 88.63%and 75.00%,respectively,and the malignant and benign detection rates of contrast-enhanced ultrasound were 81.82%and 81.25%,respectively.The malignant and benign detection rates of conventional ultrasound combined with contrast-enhanced ultrasound were 93.18%and 87.50%,respectively,and the 95%CI was greater than 0.7.Conclusion:Conventional ultrasound combined with contrast-enhanced ultrasound can help improve the diagnostic accuracy of benign and malignant thyroid nodules and reduce the misdiagnosis rate. 展开更多
关键词 Conventional ultrasound Contrast-enhanced ultrasound thyroid nodules Diagnostic value
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Value and Safety Analysis of Color Doppler Ultrasound in Differential Diagnosis of Benign and Malignant Thyroid Nodules
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作者 ZHOUYuanyuan 《外文科技期刊数据库(文摘版)医药卫生》 2022年第6期210-213,共4页
Objective: to analyze the value and safety of color Doppler ultrasound in differential diagnosis of thyroid nodules. Methods: 70 patients with thyroid nodules admitted to our hospital from February 2019 to June 2021 w... Objective: to analyze the value and safety of color Doppler ultrasound in differential diagnosis of thyroid nodules. Methods: 70 patients with thyroid nodules admitted to our hospital from February 2019 to June 2021 were selected, and their clinical data were analyzed retrospectively. All patients were examined by color Doppler ultrasound before operation, and the results of operation and pathology were taken as the gold standard to analyze the examination effect of color Doppler ultrasound and hemodynamics of benign and malignant thyroid nodules. Results: the number of patients with benign nodules was 32, and the number of patients with malignant nodules was 38. The specificity, sensitivity and accuracy of color ultrasound diagnosis were 94.44% (34/36), 88.24% (30/34) and 91.43% (64/70), respectively. There was no difference between the results of operation and pathology (P>0.05). RI (0.80±0.19) and PSV (35.35±6.42) cm/s of malignant thyroid nodules were higher than those of benign thyroid nodules (P<0.05). The ultrasonographic features of malignant thyroid nodules, such as calcification (92.11%), blurred nodule boundary (89.47%), nodules > 2cm (94.74%), irregular shape (65.79%) and low echo (100%), are higher than those of benign nodules (P<0.05). Conclusion: color Doppler ultrasound diagnosis can provide powerful data support for clinicians to distinguish benign and malignant thyroid nodules, and it is non-invasive and has high safety, which is worthy of clinical promotion and application. 展开更多
关键词 thyroid nodules color doppler ultrasound clinical value SECURITY
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