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Hepatocellular carcinoma Liver Imaging Reporting and Data Systems treatment response assessment: Lessons learned and future directions 被引量:2
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作者 Anum Aslam Richard Kinh Gian Do +7 位作者 Avinash Kambadakone Bradley Spieler Frank H Miller Ahmed M Gabr Resmi A Charalel Charles Y Kim David C Madoff Mishal Mendiratta-Lala 《World Journal of Hepatology》 CAS 2020年第10期738-753,共16页
Hepatocellular carcinoma(HCC)is a leading cause of morbidity and mortality worldwide,with rising clinical and economic burden as incidence increases.There are a multitude of evolving treatment options,including locore... Hepatocellular carcinoma(HCC)is a leading cause of morbidity and mortality worldwide,with rising clinical and economic burden as incidence increases.There are a multitude of evolving treatment options,including locoregional therapies which can be used alone,in combination with each other,or in combination with systemic therapy.These treatment options have shown to be effective in achieving remission,controlling tumor progression,improving disease free and overall survival in patients who cannot undergo resection and providing a bridge to transplant by debulking tumor burden to downstage patients.Following locoregional therapy(LRT),it is crucial to provide treatment response assessment to guide management and liver transplant candidacy.Therefore,Liver Imaging Reporting and Data Systems(LI-RADS)Treatment Response Algorithm(TRA)was created to provide a standardized assessment of HCC following LRT.LIRADS TRA provides a step by step approach to evaluate each lesion independently for accurate tumor assessment.In this review,we provide an overview of different locoregional therapies for HCC,describe the expected post treatment imaging appearance following treatment,and review the LI-RADS TRA with guidance for its application in clinical practice.Unique to other publications,we will also review emerging literature supporting the use of LI-RADS for assessment of HCC treatment response after LRT. 展开更多
关键词 Hepatocellular carcinoma Liver imaging reporting and Data Systems Treatment Response Algorithm Locoregional therapy Liver imaging reporting and Data Systems Treatment Response equivocal Arterial phase hyper enhancement Stereotactic body radiotherapy
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Contrast-enhanced ultrasound Liver Imaging Reporting and Data System:Lights and shadows in hepatocellular carcinoma and cholangiocellular carcinoma diagnosis 被引量:6
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作者 Gianpaolo Vidili Marco Arru +13 位作者 Giuliana Solinas Diego Francesco Calvisi Pierluigi Meloni Assunta Sauchella Davide Turilli Claudio Fabio Antonio Cossu Giordano Madeddu Sergio Babudieri Maria Assunta Zocco Giovanni Iannetti Enza Di Lembo Alessandro Palmerio Delitala Roberto Manetti 《World Journal of Gastroenterology》 SCIE CAS 2022年第27期3488-3502,共15页
BACKGROUND Contrast-enhanced ultrasound(CEUS)is considered a secondary examination compared to computed tomography(CT)and magnetic resonance imaging(MRI)in the diagnosis of hepatocellular carcinoma(HCC),due to the ris... BACKGROUND Contrast-enhanced ultrasound(CEUS)is considered a secondary examination compared to computed tomography(CT)and magnetic resonance imaging(MRI)in the diagnosis of hepatocellular carcinoma(HCC),due to the risk of misdiagnosing intrahepatic cholangiocarcinoma(ICC).The introduction of CEUS Liver Imaging Reporting and Data System(CEUS LI-RADS)might overcome this limitation.Even though data from the literature seems promising,its reliability in real-life context has not been well-established yet.AIM To test the accuracy of CEUS LI-RADS for correctly diagnosing HCC and ICC in cirrhosis.METHODS CEUS LI-RADS class was retrospectively assigned to 511 nodules identified in 269 patients suffering from liver cirrhosis.The diagnostic standard for all nodules was either biopsy(102 nodules)or CT/MRI(409 nodules).Common diagnostic accuracy indexes such as sensitivity,specificity,positive predictive value(PPV),and negative predictive value(NPV)were assessed for the following associations:CEUS LR-5 and HCC;CEUS LR-4 and 5 merged class and HCC;CEUS LR-M and ICC;and CEUS LR-3 and malignancy.The frequency of malignant lesions in CEUS LR-3 subgroups with different CEUS patterns was also determined.Inter-rater agreement for CEUS LI-RADS class assignment and for major CEUS pattern identification was evaluated.RESULTS CEUS LR-5 predicted HCC with a 67.6%sensitivity,97.7%specificity,and 99.3%PPV(P<0.001).The merging of LR-4 and 5 offered an improved 93.9%sensitivity in HCC diagnosis with a 94.3%specificity and 98.8%PPV(P<0.001).CEUS LR-M predicted ICC with a 91.3%sensitivity,96.7%specificity,and 99.6%NPV(P<0.001).CEUS LR-3 predominantly included benign lesions(only 28.8%of malignancies).In this class,the hypo-hypo pattern showed a much higher rate of malignant lesions(73.3%)than the iso-iso pattern(2.6%).Inter-rater agreement between internal raters for CEUS-LR class assignment was almost perfect(n=511,k=0.94,P<0.001),while the agreement among raters from separate centres was substantial(n=50,k=0.67,P<0.001).Agreement was stronger for arterial phase hyperenhancement(internal k=0.86,P<2.7×10-214;external k=0.8,P<0.001)than washout(internal k=0.79,P<1.6×10-202;external k=0.71,P<0.001).CONCLUSION CEUS LI-RADS is effective but can be improved by merging LR-4 and 5 to diagnose HCC and by splitting LR-3 into two subgroups to differentiate iso-iso nodules from other patterns. 展开更多
关键词 Contrast-enhanced ultrasound Liver imaging reporting and Data System Hepatocellular carcinoma Intrahepatic cholangiocarcinoma CIRRHOSIS Contrast-enhanced ultrasound LIVER
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Interobserver agreement for contrast-enhanced ultrasound of liver imaging reporting and data system:A systematic review and metaanalysis 被引量:2
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作者 Jun Li Ming Chen +7 位作者 Zi-Jing Wang Shu-Gang Li Meng Jiang Long Shi Chun-Li Cao Tian Sang Xin-Wu Cui Christoph F Dietrich 《World Journal of Clinical Cases》 SCIE 2020年第22期5589-5602,共14页
BACKGROUND Hepatocellular carcinoma is the most common primary liver malignancy.From the results of previous studies,Liver Imaging Reporting and Data System(LIRADS)on contrast-enhanced ultrasound(CEUS)has shown satisf... BACKGROUND Hepatocellular carcinoma is the most common primary liver malignancy.From the results of previous studies,Liver Imaging Reporting and Data System(LIRADS)on contrast-enhanced ultrasound(CEUS)has shown satisfactory diagnostic value.However,a unified conclusion on the interobserver stability of this innovative ultrasound imaging has not been determined.The present metaanalysis examined the interobserver agreement of CEUS LI-RADS to provide some reference for subsequent related research.AIM To evaluate the interobserver agreement of LI-RADS on CEUS and analyze the sources of heterogeneity between studies.METHODS Relevant papers on the subject of interobserver agreement on CEUS LI-RADS published before March 1,2020 in China and other countries were analyzed.The studies were filtered,and the diagnostic criteria were evaluated.The selected references were analyzed using the“meta”and“metafor”packages of R software version 3.6.2.RESULTS Eight studies were ultimately included in the present analysis.Meta-analysis results revealed that the summary Kappa value of included studies was 0.76[95%confidence interval,0.67-0.83],which shows substantial agreement.Higgins I2 statistics also confirmed the substantial heterogeneity(I2=91.30%,95%confidence interval,85.3%-94.9%,P<0.01).Meta-regression identified the variables,including the method of patient enrollment,method of consistency testing,and patient race,which explained the substantial study heterogeneity.CONCLUSION CEUS LI-RADS demonstrated overall substantial interobserver agreement,but heterogeneous results between studies were also obvious.Further clinical investigations should consider a modified recommendation about the experimental design. 展开更多
关键词 Contrast-enhanced ultrasound Liver imaging reporting and data system Interobserver agreement Systematic review DIAGNOSIS META-ANALYSIS
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Liver Imaging Reporting and Data System criteria for the diagnosis of hepatocellular carcinoma in clinical practice: A pictorial minireview 被引量:1
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作者 Christina Liava Emmanouil Sinakos +9 位作者 Elissavet Papadopoulou Lamprini Giannakopoulou Stamatia Potsi Anestis Moumtzouoglou Anthi Chatziioannou Loukas Stergioulas Lydia Kalogeropoulou Ioannis Dedes Evangelos Akriviadis Danai Chourmouzi 《World Journal of Gastroenterology》 SCIE CAS 2022年第32期4540-4556,共17页
Hepatocellular carcinoma(HCC)is the sixth most common cancer.The main risk factors associated with HCC development include hepatitis B virus,hepatitis C virus,alcohol consumption,aflatoxin B1,and nonalcoholic fatty li... Hepatocellular carcinoma(HCC)is the sixth most common cancer.The main risk factors associated with HCC development include hepatitis B virus,hepatitis C virus,alcohol consumption,aflatoxin B1,and nonalcoholic fatty liver disease.However,hepatocarcinogenesis is a complex multistep process.Various factors lead to hepatocyte malignant transformation and HCC development.Diagnosis and surveillance of HCC can be made with the use of liver ultrasound(US)every 6 mo.However,the sensitivity of this imaging method to detect HCC in a cirrhotic liver is limited,due to the abnormal liver parenchyma.Computed tomography(CT)and magnetic resonance imaging(MRI)are considered to be most useful tools for at-risk patients or patients with inadequate US.Liver biopsy is still used for diagnosis and prognosis of HCC in specific nodules that cannot be definitely characterized as HCC by imaging.Recently the American College of Radiology designed the Liver Imaging Reporting and Data System(LI-RADS),which is a comprehensive system for standardized interpretation of CT and MRI liver examinations that was first proposed in 2011.In 2018,it was integrated into the American Association for the Study of Liver Diseases guidance statement for HCC.LI-RADS is designed to ensure high sensitivity,precise categorization,and high positive predictive value for the diagnosis of HCC and is applied to“highrisk populations”according to specific criteria.Most importantly LI-RADS criteria achieved international collaboration and consensus among liver experts around the world on the best practices for caring for patients with or at risk for HCC. 展开更多
关键词 Hepatocellular carcinoma HEPATOCARCINOGENESIS Computed tomography Magnetic resonance imaging Liver imaging reporting and Data System
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Validation of Vesical Imaging Reporting and Data System score for the diagnosis of muscle-invasive bladder cancer: A prospective cross-sectional study 被引量:1
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作者 Kumawat Ghanshyam Vyas Nachiket +4 位作者 Sharma Govind Priyadarshi Shivam Gupta Bhagwan Sahay Singla Mohit Kumar Ashok 《Asian Journal of Urology》 CSCD 2022年第4期467-472,共6页
Objective:Vesical Imaging Reporting and Data System(VIRADS)score was developed to standardize the reporting and staging of bladder tumors on pre-operative multiparametric magnetic resonance imaging.It helps in avoidin... Objective:Vesical Imaging Reporting and Data System(VIRADS)score was developed to standardize the reporting and staging of bladder tumors on pre-operative multiparametric magnetic resonance imaging.It helps in avoiding unnecessary repeat transurethral resection of bladder tumor in high-risk non-muscle-invasive bladder cancer patients.This study was done to determine the validity of VIRADS score prospectively for the diagnosis of muscleinvasive bladder cancer.Methods:This study was conducted from March 2019 to March 2020 at Sawai Man Singh Medical College and Hospital,Jaipur,Rajasthan,India.Patients admitted with the provisional diagnosis of bladder tumor were included as participants.All these patients underwent a 3 Tesla mpMRI to obtain a VIRADS score before they underwent transurethral resection of bladder tumor and these data were analyzed to evaluate the correlation of pre-operative VIRADS score with mus-cle invasiveness of the tumor in final biopsy report.Results:A cut-off of VIRADS≥4 for prediction of detrusor muscle invasion yielded a sensitivity of 79.4%,specificity of 94.2%,positive predictive value of 90.0%,negative predictive value of 87.5%,and diagnostic accuracy of 86.4%.A cut off of VIRADS≥3 for prediction of detrusor muscle invasion yielded a sensitivity of 91.2%,specificity of 78.8%,positive predictive value of 73.8%,negative predictive value of 93.2%,and accuracy of 83.7%.The receiver operating curve showed the area under the curve to be 0.922(95%confidence interval:0.862e0.983).Conclusion:VIRADS score appears to be an excellent and effective pre-operative radiological tool for the prediction of detrusor muscle invasion in bladder cancer. 展开更多
关键词 Vesical imaging reporting and Data System Bladder tumor Multiparametric magnetic resonance imaging Detrusor invasion
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Effect of training on resident inter-reader agreement with American College of Radiology Thyroid Imaging Reporting and Data System
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作者 Yang Du Meredith Bara +6 位作者 Prayash Katlariwala Roger Croutze Katrin Resch Jonathan Porter Medica Sam Mitchell P Wilson Gavin Low 《World Journal of Radiology》 2022年第1期19-29,共11页
BACKGROUND The American College of Radiology Thyroid Imaging Reporting and Data System(ACR TI-RADS)was introduced to standardize the ultrasound characterization of thyroid nodules.Studies have shown that ACR-TIRADS re... BACKGROUND The American College of Radiology Thyroid Imaging Reporting and Data System(ACR TI-RADS)was introduced to standardize the ultrasound characterization of thyroid nodules.Studies have shown that ACR-TIRADS reduces unnecessary biopsies and improves consistency of imaging recommendations.Despite its widespread adoption,there are few studies to date assessing the inter-reader agreement amongst radiology trainees with limited ultrasound experience.We hypothesize that in PGY-4 radiology residents with no prior exposure to ACR TIRADS,a statistically significant improvement in inter-reader reliability can be achieved with a one hour training session.AIM To evaluate the inter-reader agreement of radiology residents in using ACR TIRADS before and after training.METHODS A single center retrospective cohort study evaluating 50 thyroid nodules in 40 patients of varying TI-RADS levels was performed.Reference standard TI-RADS scores were established through a consensus panel of three fellowship-trained staff radiologists with between 1 and 14 years of clinical experience each.Three PGY-4 radiology residents(trainees)were selected as blinded readers for this study.Each trainee had between 4 to 5 mo of designated ultrasound training.No trainee had received specialized TI-RADS training prior to this study.Each of the readers independently reviewed the 50 testing cases and assigned a TI-RADS score to each case before and after TI-RADS training performed 6 wk apart.Fleiss kappa was used to measure the pooled inter-reader agreement.The relative diagnostic performance of readers,pre-and post-training,when compared against the reference standard.RESULTS There were 33 females and 7 males with a mean age of 56.6±13.6 years.The mean nodule size was 19±14 mm(range from 5 to 63 mm).A statistically significant superior inter-reader agreement was found on the post-training assessment compared to the pre-training assessment for the following variables:1.“Shape”(k of 0.09[slight]pre-training vs 0.67[substantial]post-training,P<0.001),2.“Echogenic foci”(k of 0.28[fair]pre-training vs 0.45[moderate]post-training,P=0.004),3.‘TI-RADS level’(k of 0.14[slight]pre-training vs 0.36[fair]post-training,P<0.001)and 4.‘Recommendations’(k of 0.36[fair]pre-training vs 0.50[moderate]post-training,P=0.02).No significant differences between the preand post-training assessments were found for the variables'composition','echogenicity'and'margins'.There was a general trend towards improved pooled sensitivity with TI-RADS levels 1 to 4 for the post-training assessment while the pooled specificity was relatively high(76.6%-96.8%)for all TI-RADS level.CONCLUSION Statistically significant improvement in inter-reader agreement in the assigning TI-RADS level and recommendations after training is observed.Our study supports the use of dedicated ACR TI-RADS training in radiology residents. 展开更多
关键词 Thyroid Thyroid nodule American College of Radiology Thyroid imaging reporting and Data System Inter-reader agreement Ultrasound
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Prostate Cancer Detection with Multiparametric Magnetic Resonance Imaging: Prostate Imaging Reporting and Data System Version 1 versus Version 2 被引量:12
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作者 Zhao-Yan Feng Liang Wang +3 位作者 Xiang-De Min Shao-Gang Wang Guo-Ping Wang Jie Cai 《Chinese Medical Journal》 SCIE CAS CSCD 2016年第20期2451-2459,共9页
Background:Prostate Imaging Reporting and Data System (PI-RADS) is a globally acceptable standardization for multiparametric magnetic resonance imaging (mp-MRI) in prostate cancer (PCa) diagnosis.The American C... Background:Prostate Imaging Reporting and Data System (PI-RADS) is a globally acceptable standardization for multiparametric magnetic resonance imaging (mp-MRI) in prostate cancer (PCa) diagnosis.The American College of Radiology revised the PI-RADS to address the limitations of version 1 in December 2014.This study aimed to determine whether the PI-RADS version 2 (PI-RADS v2) scoring system improves the diagnostic accuracy of mp-MRI of the prostate compared with PI-RADS v1.Methods:This retrospective study was approved by the institutional review board.A total of 401 consecutive patients,with clinically suspicious Pca undergoing 3.0 T mp-MRI (T2-weighted imaging + diffusion-weighted imaging + DCE) before transrectal ultrasound-guided biopsy between June 2013 and July 2015,were included in the study.All patients were scored using the 5-point PI-RADS scoring system based on either PI-RADS v1 or v2.Receiver operating characteristics were calculated for statistical analysis.Sensitivity,specificity,and diagnostic accuracy were compared using McNemar's test.Results:Pca was present in 150 of 401 (37.41%) patients.When we pooled data from both peripheral zone (PZ) and transition zone (TZ),the areas under the curve were 0.889 for PI-RADS v1 and 0.942 for v2 (P =0.0001).Maximal accuracy was achieved with a score threshold of 4.At this threshold,in the PZ,similar sensitivity,specificity,and accuracy were achieved with v 1 and v2 (all P 〉 0.05).In the TZ,sensitivity was higher for v2 than for v1 (96.36% vs.76.36%,P =0.003),specificity was similar for v2 and v1 (90.24% vs.84.15%,P =0.227),and accuracy was higher for v2 than for v1 (92.70% vs.81.02%,P =0.002).Conclusions:Both v1 and v2 showed good diagnostic performance for the detection of Pca.However,in the TZ,the performance was better with v2 than with v1. 展开更多
关键词 Multiparametric Magnetic Resonance imaging PROSTATE Prostate imaging reporting and Data System Version 1 Prostate imaging reporting and Data System Version 2
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Predicting distant metastasis in nasopharyngeal carcinoma using gradient boosting tree model based on detailed magnetic resonance imaging reports
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作者 Yu-Liang Zhu Xin-Lei Deng +7 位作者 Xu-Cheng Zhang Li Tian Chun-Yan Cui Feng Lei Gui-Qiong Xu Hao-Jiang Li Li-Zhi Liu Hua-Li Ma 《World Journal of Radiology》 2024年第6期203-210,共8页
BACKGROUND Development of distant metastasis(DM)is a major concern during treatment of nasopharyngeal carcinoma(NPC).However,studies have demonstrated im-proved distant control and survival in patients with advanced N... BACKGROUND Development of distant metastasis(DM)is a major concern during treatment of nasopharyngeal carcinoma(NPC).However,studies have demonstrated im-proved distant control and survival in patients with advanced NPC with the addition of chemotherapy to concomitant chemoradiotherapy.Therefore,precise prediction of metastasis in patients with NPC is crucial.AIM To develop a predictive model for metastasis in NPC using detailed magnetic resonance imaging(MRI)reports.METHODS This retrospective study included 792 patients with non-distant metastatic NPC.A total of 469 imaging variables were obtained from detailed MRI reports.Data were stratified and randomly split into training(50%)and testing sets.Gradient boosting tree(GBT)models were built and used to select variables for predicting DM.A full model comprising all variables and a reduced model with the top-five variables were built.Model performance was assessed by area under the curve(AUC).RESULTS Among the 792 patients,94 developed DM during follow-up.The number of metastatic cervical nodes(30.9%),tumor invasion in the posterior half of the nasal cavity(9.7%),two sides of the pharyngeal recess(6.2%),tubal torus(3.3%),and single side of the parapharyngeal space(2.7%)were the top-five contributors for predicting DM,based on their relative importance in GBT models.The testing AUC of the full model was 0.75(95%confidence interval[CI]:0.69-0.82).The testing AUC of the reduced model was 0.75(95%CI:0.68-0.82).For the whole dataset,the full(AUC=0.76,95%CI:0.72-0.82)and reduced models(AUC=0.76,95%CI:0.71-0.81)outperformed the tumor node-staging system(AUC=0.67,95%CI:0.61-0.73).CONCLUSION The GBT model outperformed the tumor node-staging system in predicting metastasis in NPC.The number of metastatic cervical nodes was identified as the principal contributing variable. 展开更多
关键词 Nasopharyngeal carcinoma Distant metastasis Machine learning Detailed magnetic resonance imaging report Gradient boosting tree model
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Using the Prostate Imaging Reporting and Data System version 2 (PI-RIDS v2) to detect prostate cancer can prevent unnecessary biopsies and invasive treatment 被引量:15
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作者 Chang Liu Shi-Liang Liu +5 位作者 Zhi-Xian Wang Kai Yu Chun-Xiang Feng Zan Ke Liang Wang Xiao-Yong Zeng 《Asian Journal of Andrology》 SCIE CAS CSCD 2018年第5期459-464,共6页
Prostate cancer (PCa) is one of the most common cancers among men globally. The authors aimed to evaluate the ability of the Prostate Imaging Reporting and Data System version 2 (PI-RADS v2) to classify men with P... Prostate cancer (PCa) is one of the most common cancers among men globally. The authors aimed to evaluate the ability of the Prostate Imaging Reporting and Data System version 2 (PI-RADS v2) to classify men with PCa, clinically significant PCa (CSPCa), or no PCa, especially among those with serum total prostate-specific antigen (tPSA) levels in the "gray zone" (4-10 ng ml-1). A total of 308 patients (355 lesions) were enrolled in this study. Diagnostic efficiency was determined. Univariate and multivariate analyses, receiver operating characteristic curve analysis, and decision curve analysis were performed to determine and compare the predictors of PCa and CSPCa. The results suggested that PI-RADS v2, tPSA, and prostate-specific antigen density (PSAD) were independent predictors of PCa and CSPCa. A PI-RADS v2 score L≥4 provided high negative predictive values (91.39% for PCa and 95.69% for CSPCa). A model of PI-RADS combined with PSA and PSAD helped to define a high-risk group (PI-RADS score = 5 and PSAD L≥0 15 ng ml-1 cm-3, with tPSA in the gray zone, or PI-RADS score L≥4 with high tPSA level) with a detection rate of 96.1% for PCa and 93.0% for CSPCa while a low-risk group with a detection rate of 6.1% for PCa and 2.2% for CSPCa. It was concluded that the PI-RADS v2 could be used as a reliable and independent predictor of PCa and CSPCa. The combination of PI-RADS v2 score with PSA and PSAD could be helpful in the prediction and diagnosis of PCa and CSPCa and, thus, may help in preventing unnecessary invasive procedures. 展开更多
关键词 diagnosis multiparametric magnetic resonance imaging prostate cancer Prostate imaging reporting and Data Systemversion 2 prostate-specific antigen prostate-specific antigen density
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Evaluation of the Prostate Imaging Reporting and Data System for Magnetic Resonance Imaging Diagnosis of Prostate Cancer in Patients with Prostate-specific Antigen 〈20 ng/ml 被引量:13
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作者 Xuan Wang Jian-Ye Wang +8 位作者 Chun-Mei Li Ya-Qun Zhang Jian-Long Wang Ben Wan Wei Zhang Min Chen Sa-Ying Li Gang Wan Ming Liu 《Chinese Medical Journal》 SCIE CAS CSCD 2016年第12期1432-1438,共7页
Background: The European Society of Urogenital Radiology has built the Prostate Imaging Reporting and Data System (PI-RADS) for standardizing the diagnosis of prostate cancer (PCa). This study evaluated the PI-RA... Background: The European Society of Urogenital Radiology has built the Prostate Imaging Reporting and Data System (PI-RADS) for standardizing the diagnosis of prostate cancer (PCa). This study evaluated the PI-RADS diagnosis method in patients with prostate-specific antigen (PSA) 〈20 ng/ml. Methods: A total of 133 patients with PSA 〈20 ng/ml were prospectively recruited. T2-weighted (T2WI) and diffusion-weighted (DWI) magnetic resonance images of the prostate were acquired before a 12-core transrectal prostate biopsy. Each patient's peripheral zone was divided into six regions on the images; each region corresponded to two of the 12 biopsy cores. T2WI, DWI, and T2W1 + DWI scores were computed according to PI-RADS. The diagnostic accuracy of the PI-RADS score was evaluated using histopathology of prostate biopsies as the reference standard. Results: PCa was histologically diagnosed in 169 (21.2%) regions. Increased PI-RADS score correlated positively with increased cancer detection rate. The cancer detection rate for scores 1 to 5 was 2.8%, 15.0%, 34.6%, 52.6%, and 88.9%, respectively, using T2W1 and 12.0%, 20.2%, 48.0%, 85.7%, and 93.3%, respectively, using DWI. For T2WI + DWI, the cancer detection rate was 1.5% (score 2), 13.5% (scores 3-4), 41.3% (scores 5-6), 75.9% (scores 7-8), and 92.3% (scores 9-10). The area under the curve for cancer detection was 0.700 (T2WI), 0.735 (DWI) and 0.749 (T2WI + DWI). The sensitivity and specificity were 53.8% and 89.2%, respectively, when The summed score ofT2Wl + DWI 展开更多
关键词 Diagnosis Magnetic Resonance imaging Prostate Cancer Prostate imaging reporting and Data System
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Diagnostic Performance and Interobserver Consistency of the Prostate Imaging Reporting and Data System Version 2: A Study on Six Prostate Radiologists with Different Experiences from Half a Year to 17 Years 被引量:1
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作者 Zan Ke Liang Wang +6 位作者 Xiang-De Min Zhao-Yan Feng Zhen Kang Pei-Pei Zhang Ba-Sen Li Hui-Juan You Sheng-Chao Hou 《Chinese Medical Journal》 SCIE CAS CSCD 2018年第14期1666-1673,共8页
Background: One of the main aims of the updated Prostate Imaging Reporting and Data System Version 2 (PI-RADS v2) is to diminish variation in the interpretation and reporting of prostate imaging, especially among r... Background: One of the main aims of the updated Prostate Imaging Reporting and Data System Version 2 (PI-RADS v2) is to diminish variation in the interpretation and reporting of prostate imaging, especially among readers with varied experience levels. This study aimed to retrospectively analyze diagnostic consistency and accuracy for prostate disease among six radiologists with different experience levels from a single center and to evaluate the diagnostic pcrformance of PI-RADS v2 scores in the detection of clinically significant prostate cancer (PCa). Methods: From December 2014 to March 2016, 84 PCa patients and 99 benign prostatic shyperplasia patients who underwent 3.0T multiparametric magnetic resonance imaging before biopsy were included in our study. All patients received evaluation according to the PI-RADS v2 scale (1 5 scores) from six blinded readers (with 6 months and 2, 3, 4, 5, or 17 years of experience, respectively, the last reader was a reviewer/contributor for the PI-RADS v2). The correlation among the readers' scores and the Gleason score (GS) was determined with the Kendall test. lntra-/inter-observer agreement was evaluated using K statistics, while receiver operating characteristic curve and area under the curve analyses were performed to evaluate the diagnostic performance of the scores. Results: Based on the PI-RADS v2, the median k score and standard error among all possible pairs of readers were 0.506 and 0.043, respectively: the average correlation between the six readers' scores and the GS was positive, exhibiting weak-to-moderate strength (r = 0.391, P = 0.006). The AUC values of the six radiologists were 0.883, 0.924, 0.927, 0.932, 0.929, and 0.947, respectively. Conclusion: The inter-reader agreement for the PI-RADS v2 among the six readers with different experience is weak to moderate. Different experience levels affect the interpretation of MRI images. 展开更多
关键词 Benign Prostatic Hyperplasia Diagnosis Magnetic Resonance imaging Prostate Cancer Prostate imaging reporting andData System Version 2
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Systematic Training of Liver Imaging Reporting and Data System Magnetic Resonance Imaging v2018 can Improve the Diagnosis of Hepatocellular Carcinoma for Different Radiologists 被引量:1
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作者 A-Hong Ren Hui Xu +4 位作者 Da-Wei Yang Nan Zhang Te Ba Zhen-Chang Wang Zheng-Han Yang 《Journal of Clinical and Translational Hepatology》 SCIE 2021年第4期537-544,共8页
Background and Aims:Liver imaging reporting and data system(LI-RADS)provides standardized lexicon and categorization for diagnosing hepatocellular carcinoma(HCC).However,there is limited knowledge about the effect of ... Background and Aims:Liver imaging reporting and data system(LI-RADS)provides standardized lexicon and categorization for diagnosing hepatocellular carcinoma(HCC).However,there is limited knowledge about the effect of LI-RADS training.We prospectively explored whether the systematic training of LI-RADS v2018 on magnetic resonance imaging(MRI)can effectively improve the diagnostic performances of different radiologists for HCC.Methods:A total of 20 visiting radiologists and the multiparametric MRI of 70 hepatic observations in 61 patients with high risk of HCC were included in this study.The LI-RADS v2018 training procedure included three times of thematic lectures(each lasting for 2.5 h)given by a professor specialized in imaging diagnosis of liver,with an interval of a month.After each seminar,the radiologists had a month to adopt the algorithm into their daily work.The diagnostic performances and interobserver agreements of these radiologists adopting the algorithm for HCC diagnosis before and after training were compared.Results:A total of 20 radiologists(male/female,12/8;with an average age of 36.75±4.99 years)were enrolled.After training,the interobserver agreements for the LI-RADS category for all radiologists(p=0.005)were increased.The sensitivity,specificity,positive predictive value,negative predictive value,and coincidence rate of all radiologists for HCC diagnosis before and after training were 43%vs.54%,86%vs.88%,74%vs.81%,62%vs.67%,and 65%vs.71%,respectively.The diagnostic performances of all radiologists(p<0.001)showed improvement after training.Conclusions:The systematic training of LI-RADS can effectively improve the diagnostic performances of radiologists with different experiences for HCC. 展开更多
关键词 Magnetic resonance imaging Liver neoplasm Diagnostic imaging Training program Liver imaging reporting and Data System
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Liver imaging reporting and data system and CT/MRI diagnosis of hepatocellular carcinoma
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作者 Devaraju Kanmaniraja Victoria Chernyak 《Hepatoma Research》 2020年第8期67-77,共11页
The Liver Imaging Reporting and Data System(LI-RADS)is a comprehensive and robust system which provides an algorithmic approach to stratify the probability of hepatocellular carcinoma(HCC)for each observation found in... The Liver Imaging Reporting and Data System(LI-RADS)is a comprehensive and robust system which provides an algorithmic approach to stratify the probability of hepatocellular carcinoma(HCC)for each observation found in patients at risk for HCC.LI-RADS uses a standardized terminology and approach to improve communication between the radiologist and clinicians.LI-RADS version 2018 is noteworthy for its adoption by the American Association for the Study of Liver Disease into its HCC practice guidance.This manuscript provides an overview of the history of LI-RADS,reviews the Computed tomography/magnetic resonance imaging diagnostic algorithm,highlights the key diagnostic criteria for each category,and discusses the advantage of incorporating LI-RADS in clinical practice. 展开更多
关键词 Liver imaging reporting and Data System hepatocellular carcinoma CIRRHOSIS hepatocellular carcinoma diagnosis
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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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Standard diagnostic report of medical imaging
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作者 Sanawar Abbas Radhi Mohammed LIU Wenya 《新疆医科大学学报》 CAS 2013年第5期710-714,共5页
1 BackgroundIt is well known that the radiology diagnostic report as the essential component of the patient′s permanent health record,which radiography is an indispensable diagnostic tool.Our duties are observe the i... 1 BackgroundIt is well known that the radiology diagnostic report as the essential component of the patient′s permanent health record,which radiography is an indispensable diagnostic tool.Our duties are observe the imaging carefully and write a 展开更多
关键词 Standard diagnostic report of medical imaging
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Contrast-enhanced ultrasound in association with serum biomarkers for differentiating combined hepatocellular-cholangiocarcinoma from hepatocellular carcinoma and intrahepatic cholangiocarcinoma 被引量:12
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作者 Jie Yang Ya-han Zhang +5 位作者 Jia-Wu Li Ying-Yu Shi Jia-Yan Huang Yan Luo Ji-Bin Liu Qiang Lu 《World Journal of Gastroenterology》 SCIE CAS 2020年第46期7325-7337,共13页
BACKGROUND Combined hepatocellular-cholangiocarcinoma(CHC)is a rare type of primary liver cancer.Due to its complex histopathological characteristics,the imaging features of CHC can overlap with those of hepatocellula... BACKGROUND Combined hepatocellular-cholangiocarcinoma(CHC)is a rare type of primary liver cancer.Due to its complex histopathological characteristics,the imaging features of CHC can overlap with those of hepatocellular carcinoma(HCC)and intrahepatic cholangiocarcinoma(ICC).AIM To investigate the possibility and efficacy of differentiating CHC from HCC and ICC by using contrast-enhanced ultrasound(CEUS)Liver Imaging Reporting and Data System(LI-RADS)and tumor biomarkers.METHODS Between January 2016 and December 2019,patients with histologically confirmed CHC,ICC and HCC with chronic liver disease were enrolled.The diagnostic formula for CHC was as follows:(1)LR-5 or LR-M with elevated alphafetoprotein(AFP)and carbohydrate antigen 19-9(CA19-9);(2)LR-M with elevated AFP and normal CA19-9;or(3)LR-5 with elevated CA19-9 and normal AFP.The sensitivity,specificity,accuracy and area under the receiver operating characteristic curve were calculated to determine the diagnostic value of the criteria.RESULTS After propensity score matching,134 patients(mean age of 51.4±9.4 years,108 men)were enrolled,including 35 CHC,29 ICC and 70 HCC patients.Based on CEUS LI-RADS classification,74.3%(26/35)and 25.7%(9/35)of CHC lesions were assessed as LR-M and LR-5,respectively.The rates of elevated AFP and CA19-9 in CHC patients were 51.4%and 11.4%,respectively,and simultaneous elevations of AFP and CA19-9 were found in 8.6%(3/35)of CHC patients.The sensitivity,specificity,positive predictive value,negative predictive value,accuracy and area under the receiver operating characteristic curve of the aforementioned diagnostic criteria for discriminating CHC from HCC and ICC were 40.0%,89.9%,58.3%,80.9%,76.9%and 0.649,respectively.When considering the reported prevalence of CHC(0.4%-14.2%),the positive predictive value and NPV were revised to 1.6%-39.6%and 90.1%-99.7%,respectively.CONCLUSION CHCs are more likely to be classified as LR-M than LR-5 by CEUS LI-RADS.The combination of the CEUS LI-RADS classification with serum tumor markers shows high specificity but low sensitivity for the diagnosis of CHC.Moreover,CHC could be confidently excluded with high NPV. 展开更多
关键词 Combined hepatocellular-cholangiocarcinoma Contrast-enhanced ultrasound Liver imaging reporting and data system Sensitivity Diagnosis Liver neoplasms
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Can contrast enhanced ultrasound differentiate intrahepatic cholangiocarcinoma from hepatocellular carcinoma? 被引量:11
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作者 Jia-Yan Huang Jia-Wu Li +4 位作者 Wen-Wu Ling Tao Li Yan Luo Ji-Bin Liu Qiang Lu 《World Journal of Gastroenterology》 SCIE CAS 2020年第27期3938-3951,共14页
BACKGROUND Hepatocellular carcinoma(HCC)and intrahepatic cholangiocarcinoma(ICC)differ in treatment and prognosis,warranting an effective differential diagnosis between them.The LR-M category in the contrast-enhanced ... BACKGROUND Hepatocellular carcinoma(HCC)and intrahepatic cholangiocarcinoma(ICC)differ in treatment and prognosis,warranting an effective differential diagnosis between them.The LR-M category in the contrast-enhanced ultrasound(CEUS)liver imaging reporting and data system(LI-RADS)was set up for lesions that are malignant but not specific to HCC.However,a substantial number of HCC cases in this category elevated the diagnostic challenge.AIM To investigate the possibility and efficacy of differentiating ICC from HCC classified in the LR-M category according to the CEUS LI-RADS.METHODS Patients with complete CEUS records together with pathologically confirmed ICC and LR-M HCC(HCC classified in the CEUS LI-RADS LR-M category)between January 2015 and October 2018 were included in this retrospective study.Each ICC was assigned a category as per the CEUS LI-RADS.The enhancement pattern,washout timing,and washout degree between the ICC and LR-M HCC were compared using theχ2 test.Logistic regression analysis was used for prediction of ICC.Receiver operating characteristic(ROC)curve analysis was used to investigate the possibility of LR-M criteria and serum tumor markers in differentiating ICC from LR-M HCC.RESULTS A total of 228 nodules(99 ICCs and 129 LR-M HCCs)in 228 patients were included.The mean sizes of ICC and LR-M HCC were 6.3±2.8 cm and 5.5±3.5 cm,respectively(P=0.03).Peripheral rim-like arterial phase hyperenhancement(APHE)was detected in 50.5%(50/99)of ICCs vs 16.3%(21/129)of LR-M HCCs(P<0.001).Early washout was found in 93.4%(93/99)of ICCs vs 96.1%(124/129)of LR-M HCCs(P>0.05).Marked washout was observed in 23.2%(23/99)of ICCs and 7.8%(10/129)of LR-M HCCs(P=0.002),while this feature did not show up alone either in ICC or LR-M HCC.Homogeneous hyperenhancement was detected in 15.2%(15/99)of ICCs and 37.2%(48/129)of LR-M HCCs(P<0.001).The logistic regression showed that rim APHE,carbohydrate antigen 19-9(CA 19-9),and alpha fetoprotein(AFP)had significant correlations with ICC(r=1.251,3.074,and-2.767,respectively;P<0.01).Rim APHE presented the best enhancement pattern for diagnosing ICC,with an area under the ROC curve(AUC)of 0.70,sensitivity of 70.4%,and specificity of 68.8%.When rim hyperenhancement was coupled with elevated CA 19-9 and normal AFP,the AUC and sensitivity improved to 0.82 and 100%,respectively,with specificity decreasing to 63.9%.CONCLUSION Rim APHE is a key predictor for differentiating ICC from LR-M HCC.Rim APHE plus elevated CA 19-9 and normal AFP is a strong predictor of ICC rather than LR-M HCC.Early washout and marked washout have limited value for the differentiation between the two entities. 展开更多
关键词 DIAGNOSIS Contrast enhanced ultrasound Hepatocellular carcinoma Intrahepatic cholangiocarcinoma Liver imaging reporting and data system
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Novel model combining contrast-enhanced ultrasound with serology predicts hepatocellular carcinoma recurrence after hepatectomy 被引量:3
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作者 Hai-Bin Tu Li-Hong Chen +3 位作者 Yu-Jie Huang Si-Yi Feng Jian-Ling Lin Yong-Yi Zeng 《World Journal of Clinical Cases》 SCIE 2021年第24期7009-7021,共13页
BACKGROUND Surgery is the primary curative option in patients with hepatocellular carcinoma(HCC).However,recurrence within 2 years is observed in 30%–50%of patients,being a major cause of mortality.AIM To construct a... BACKGROUND Surgery is the primary curative option in patients with hepatocellular carcinoma(HCC).However,recurrence within 2 years is observed in 30%–50%of patients,being a major cause of mortality.AIM To construct and verify a non-invasive prediction model combining contrastenhanced ultrasound(CEUS)with serology biomarkers to predict the early recurrence of HCC.METHODS Records of 744 consecutive patients undergoing first-line curative surgery for HCC in one institution from 2016–2018 were reviewed,and 292 local patients were selected for analysis.General characteristics including gender and age,CEUS liver imaging reporting and data system(LIRADS)parameters including wash-in time,wash-in type,wash-out time,and wash-out type,and serology biomarkers including alanine aminotransferase,aspartate aminotransferase,platelets,and alpha-fetoprotein(AFP)were collected.Univariate analysis and multivariate Cox proportional hazards regression model were used to evaluate the independent prognostic factors for tumor recurrence.Then a nomogram called CEUS model was constructed.The CEUS model was then used to predict recurrence at 6 mo,12 mo,and 24 mo,the cut-off value was calculate by X-tile,and each C-index was calculated.Then Kaplan-Meier curve was compared by logrank test.The calibration curves of each time were depicted.RESULTS A nomogram predicting early recurrence(ER),named CEUS model,was formulated based on the results of the multivariate Cox regression analysis.This nomogram incorporated tumor diameter,preoperative AFP level,and LIRADS,and the hazard ratio was 1.123(95%confidence interval[CI]:1.041-1.211),1.547(95%CI:1.245-1.922),and 1.428(95%CI:1.059-1.925),respectively.The cut-off value at 6 mo,12 mo,and 24 mo was 100,80,and 50,and the C-index was 0.748(95%CI:0.683-0.813),0.762(95%CI:0.704-0.820),and 0.762(95%CI:0.706-0.819),respectively.The model showed satisfactory results,and the calibration at 6 mo was desirable;however,the calibration at 12 and 24 mo should be improved.CONCLUSION The CEUS model enables the well-calibrated individualized prediction of ER before surgery and may represent a novel tool for biomarker research and individual counseling. 展开更多
关键词 Hepatocellular carcinoma RECURRENCE Prediction Contrast-enhanced ultrasound Liver imaging reporting and data system ALPHA-FETOPROTEIN
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Differentiating malignant and benign focal liver lesions in children using CEUS LI-RADS combined with serum alpha-fetoprotein 被引量:1
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作者 Zhen-Peng Jiang Ke-Yu Zeng +6 位作者 Jia-Yan Huang Jie Yang Rui Yang Jia-Wu Li Ting-Ting Qiu Yan Luo Qiang Lu 《World Journal of Gastroenterology》 SCIE CAS 2022年第21期2350-2360,共11页
BACKGROUND Contrast-enhanced ultrasound(CEUS)can be used to diagnose focal liver lesions(FLLs)in children.The America College of Radiology developed the CEUS liver imaging reporting and data system(LI-RADS)for standar... BACKGROUND Contrast-enhanced ultrasound(CEUS)can be used to diagnose focal liver lesions(FLLs)in children.The America College of Radiology developed the CEUS liver imaging reporting and data system(LI-RADS)for standardizing CEUS diagnosis of FLLs in adult patients.Until now,no similar consensus or guidelines have existed for pediatric patients to improve imaging interpretation as adults.AIM To evaluate the performance of CEUS LI-RADS combined with alpha-fetoprotein(AFP)in differentiating benign and malignant FLLs in pediatric patients.METHODS Between January 2011 and January 2021,patients≤18 years old who underwent CEUS for FLLs were retrospectively evaluated.The following criteria for diagnosing malignancy were proposed:Criterion I considered LR-4,LR-5,or LRM lesions as malignancies;criterion II regarded LR-4,LR-5 or LR-M lesions with simultaneously elevated AFP(≥20 ng/mL)as malignancies;criterion III took LR-4 Lesions with elevated AFP or LR-5 or LR-M lesions as malignancies.The sensitivity,specificity,accuracy and area under the receiver operating characteristic curve(AUC)were calculated to determine the diagnostic value of the aforementioned criteria.RESULTS The study included 63 nodules in 60 patients(mean age,11.0±5.2 years;26 male).There were no statistically significant differences between the specificity,accuracy,or AUC of criterion II and criterion III(95.1%vs 80.5%,84.1%vs 87.3%,and 0.794 vs 0.902;all P>0.017).Notably,criterion III showed a higher diagnostic sensitivity than criterion II(100%vs 63.6%;P<0.017).However,both the specificity and accuracy of criterion I was inferior to those of criterion II and criterion III(all P<0.017).For pediatric patients more than 5 years old,the performance of the three criteria was overall similar when patients were subcategorized by age when compared to all patients in aggregate.CONCLUSION CEUS LI-RADS combined with AFP may be a powerful diagnostic tool in pediatric patients.LR-4 with elevated AFP,LR-5 or LR-M lesions is highly suggestive of malignant tumors. 展开更多
关键词 Pediatric Contrast-enhanced ultrasound Liver imaging reporting and data system Diagnosis Focal liver lesions ALPHA-FETOPROTEIN
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Clinical and prostate multiparametric magnetic resonance imaging findings as predictors of general and clinically significant prostate cancer risk:A retrospective single-center study
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作者 Matteo Massanova Rebecca Vere +9 位作者 Sophie Robertson Felice Crocetto Biagio Barone Lorenzo Dutto Imran Ahmad Mark Underwood Jonathan Salmond Amit Patel Giuseppe Celentano Jaimin R.Bhatt 《Current Urology》 2023年第3期147-152,共6页
Background:To evaluate the predictive values of Prostate Imaging Reporting and Data System version 2(PI-RADS v2),prostate-specific antigen(PSA)level,PSA density(PSAD),digital rectal examination findings,and prostate v... Background:To evaluate the predictive values of Prostate Imaging Reporting and Data System version 2(PI-RADS v2),prostate-specific antigen(PSA)level,PSA density(PSAD),digital rectal examination findings,and prostate volume,individually and in combination,for the detection of prostate cancer(Pca)in biopsy-naïve patients.Methods:We retrospectively analyzed 630 patients who underwent transrectal systematic prostate biopsy following prostate multiparametric magnetic resonance imaging.A standard 12-core biopsy procedure was performed.Univariate and multivariate analyses were performed to determine the significant predictors of clinically significant cancer but not Pca.Results:The median age,PSA level,and PSAD were 70 years,8.6 ng/mL,and 0.18 ng/mL/mL,respectively.A total of 374(59.4%)of 630 patients were biopsy-positive for Pca,and 241(64.4%)of 374 were diagnosed with clinically significant Pca(csPCa).The PI-RADS v2 score and PSAD were independent predictors of Pca and csPCa.The PI-RADS v2 score of 5 regardless of the PSAD value,or PI-RADS v2 score of 4 plus a PSAD of<0.3 ng/mL/mL,was associated with the highest csPCa detection rate(36.1%-82.1%).Instead,the PI-RADS v2 score of<3 and PSAD of<0.3 ng/mL/mL yielded the lowest risk of csPCa.Conclusion:The combination of the PI-RADS v2 score and PSAD could prove to be a helpful and reliable diagnostic tool before performing prostate biopsies.Patients with a PI-RADS v2 score of<3 and PSAD of<0.3 ng/mL/mL could potentially avoid a prostate biopsy. 展开更多
关键词 Prostate cancer Prostate imaging reporting and Data System score Multiparametric magnetic resonance imaging Transrectal ultrasound Prostate biopsy Prostate-specific antigen density
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