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Discrimination of Metastatic from Non-metastatic Mesorectal Lymph Nodes in Rectal Cancer Using Quantitative Dynamic Contrast-Enhanced Magnetic Resonance Imaging 被引量:16
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作者 于小平 文露 +2 位作者 侯静 王晖 卢强 《Journal of Huazhong University of Science and Technology(Medical Sciences)》 SCIE CAS 2016年第4期594-600,共7页
Preoperative detection of lymph nodes(LNs) metastasis is always highly challenging for radiologists nowadays. The utility of quantitative dynamic contrast-enhanced magnetic resonance imaging(QDCE-MRI) in identifying L... Preoperative detection of lymph nodes(LNs) metastasis is always highly challenging for radiologists nowadays. The utility of quantitative dynamic contrast-enhanced magnetic resonance imaging(QDCE-MRI) in identifying LNs metastasis is not well understood. In the present study, 59 patients with histologically proven rectal carcinoma underwent preoperative QDCE-MRI. The short axis diameter ratio, long axis diameter ratio, short-to-long axis diameter ratio and QDEC-MRI parameters(Ktrans, Kep, fPV and Ve) values were compared between the non-metastatic(n=44) and metastatic(n=35) LNs groups based on pathological examination. Compared with the non-metastatic group, the metastatic group exhibited significantly higher short axis diameter(7.558±0.668 mm vs. 5.427±0.285 mm), Ktrans(0.483±0.198 min-1 vs. 0.218±0.116 min-1) and Ve(0.399±0.118 vs. 0.203±0.096) values(all P<0.05). The short-to-long axis diameter ratio, long axis diameter ratio, Kep and fPV values did not show significant differences between the two groups. In conclusion, our results showed that for LNs larger than 5 mm in rectal cancer, there are distinctive differences in the Ktrans and Ve values between the metastatic and non-metastatic LNs, suggesting that QDCE-MRI may be potentially helpful in identifying LNs status. 展开更多
关键词 肠系膜淋巴结 磁共振成像 结直肠癌 转移性 病理检查 长径比 直径比 放射学
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Dual-input two-compartment pharmacokinetic model of dynamic contrast-enhanced magnetic resonance imaging in hepatocellular carcinoma 被引量:3
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作者 Jian-Feng Yang Zhen-Hua Zhao +6 位作者 Yu Zhang Li Zhao Li-Ming Yang Min-Ming Zhang Bo-Yin Wang Ting Wang Bao-Chun Lu 《World Journal of Gastroenterology》 SCIE CAS 2016年第13期3652-3662,共11页
AIM: To investigate the feasibility of a dual-input two-compartment tracer kinetic model for evaluating tumorous microvascular properties in advanced hepatocellular carcinoma(HCC). METHODS: From January 2014 to April ... AIM: To investigate the feasibility of a dual-input two-compartment tracer kinetic model for evaluating tumorous microvascular properties in advanced hepatocellular carcinoma(HCC). METHODS: From January 2014 to April 2015, we prospectively measured and analyzed pharmacokinetic parameters [transfer constant(K_(trans)), plasma flow(F_p), permeability surface area product(PS), efflux rate constant(k_(ep)), extravascular extracellular space volume ratio(V_e), blood plasma volume ratio(V_p), and hepatic perfusion index(HPI)] using dual-input two-compartment tracer kinetic models [a dual-input extended Tofts model and a dual-input 2-compartment exchange model(2CXM)] in 28 consecutive HCC patients. A well-known consensus that HCC is a hypervascular tumor supplied by the hepatic artery and the portal vein was used as a reference standard. A paired Student's t-test and a nonparametric paired Wilcoxon rank sum test were used to compare the equivalent pharmacokinetic parameters derived from the two models, and Pearson correlation analysis was also applied to observe the correlations among all equivalent parameters. The tumor size and pharmacokinetic parameters were tested by Pearson correlation analysis, while correlations among stage, tumor size and all pharmacokinetic parameters were assessed by Spearman correlation analysis. RESULTS: The F_p value was greater than the PS value(F_P = 1.07 m L/m L per minute, PS = 0.19 m L/m L per minute) in the dual-input 2CXM; HPI was 0.66 and 0.63 in the dual-input extended Tofts model and the dualinput 2CXM, respectively. There were no significant differences in the K_(ep), V_p, or HPI between the dual-input extended Tofts model and the dual-input 2CXM(P = 0.524, 0.569, and 0.622, respectively). All equivalent pharmacokinetic parameters, except for V_e, were correlated in the two dual-input two-compartment pharmacokinetic models; both Fp and PS in the dualinput 2CXM were correlated with K_(trans) derived from the dual-input extended Tofts model(P = 0.002, r = 0.566; P = 0.002, r = 0.570); K_(ep), V_p, and HPI between the two kinetic models were positively correlated(P = 0.001, r = 0.594; P = 0.0001, r = 0.686; P = 0.04, r = 0.391, respectively). In the dual input extended Tofts model, V_e was significantly less than that in the dual input 2CXM(P = 0.004), and no significant correlation was seen between the two tracer kinetic models(P = 0.156, r = 0.276). Neither tumor size nor tumor stage was significantly correlated with any of the pharmacokinetic parameters obtained from the two models(P > 0.05).CONCLUSION: A dual-input two-compartment pharmacokinetic model(a dual-input extended Tofts model and a dual-input 2CXM) can be used in assessing the microvascular physiopathological properties before the treatment of advanced HCC. The dual-input extended Tofts model may be more stable in measuring the V_e; however, the dual-input 2CXM may be more detailed and accurate in measuring microvascular permeability. 展开更多
关键词 HEPATOCELLULAR carcinoma dynamic contrastenhanced magnetic resonance imaging PHARMACOKINETICS
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Texture analysis on parametric maps derived from dynamic contrast-enhanced magnetic resonance imaging in head and neck cancer 被引量:5
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作者 Jacobus FA Jansen Yonggang Lu +5 位作者 Gaorav Gupta Nancy Y Lee Hilda E Stambuk Yousef Mazaheri Joseph O Deasy Amita Shukla-Dave 《World Journal of Radiology》 CAS 2016年第1期90-97,共8页
AIM: To investigate the merits of texture analysis on parametric maps derived from pharmacokinetic modeling with dynamic contrast-enhanced magnetic resonance imaging(DCE-MRI) as imaging biomarkers for the prediction o... AIM: To investigate the merits of texture analysis on parametric maps derived from pharmacokinetic modeling with dynamic contrast-enhanced magnetic resonance imaging(DCE-MRI) as imaging biomarkers for the prediction of treatment response in patients with head and neck squamous cell carcinoma(HNSCC). METHODS: In this retrospective study,19 HNSCC patients underwent pre- and intra-treatment DCEMRI scans at a 1.5T MRI scanner. All patients had chemo-radiation treatment. Pharmacokinetic modeling was performed on the acquired DCE-MRI images,generating maps of volume transfer rate(Ktrans) and volume fraction of the extravascular extracellular space(ve). Image texture analysis was then employed on maps of Ktrans and ve,generating two texture measures: Energy(E) and homogeneity.RESULTS: No significant changes were found for the mean and standard deviation for Ktrans and ve between pre- and intra-treatment(P > 0.09). Texture analysis revealed that the imaging biomarker E of ve was significantly higher in intra-treatment scans,relative to pretreatment scans(P < 0.04). CONCLUSION: Chemo-radiation treatment in HNSCC significantly reduces the heterogeneity of tumors. 展开更多
关键词 Tumor HETEROGENEITY dynamic contrastenhanced magnetic resonance imaging image texture analysis Head and NECK SQUAMOUS cell CARCINOMAS
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Dynamic contrast-enhanced magnetic resonance imaging of prostate cancer: A review of current methods and applications 被引量:8
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作者 Yousef Mazaheri Oguz Akin Hedvig Hricak 《World Journal of Radiology》 CAS 2017年第12期416-425,共10页
In many areas of oncology, dynamic contrast-enhanced magnetic resonance imaging(DCE-MRI) has proven to be a clinically useful, non-invasive functional imaging technique to quantify tumor vasculature and tumor perfusio... In many areas of oncology, dynamic contrast-enhanced magnetic resonance imaging(DCE-MRI) has proven to be a clinically useful, non-invasive functional imaging technique to quantify tumor vasculature and tumor perfusion characteristics. Tumor angiogenesis is an essential process for tumor growth, proliferation, and metastasis. Malignant lesions demonstrate rapid extravasation of contrast from the intravascular space to the capillary bed due to leaky capillaries associated with tumor neovascularity. DCE-MRI has the potential to provide information regarding blood flow, areas of hypoperfusion, and variations in endothelial permeability and microvessel density to aid treatment selection, enable frequent monitoring during treatment and assess response to targeted therapy following treatment. This review will discuss the current status of DCE-MRI in cancer imaging, with a focus on its use in imaging prostate malignancies as well as weaknesses that limit its widespread clinical use. The latest techniques for quantification of DCE-MRI parameters will be reviewed and compared. 展开更多
关键词 Prostate cancer Prostate magnetic resonance imaging Tumor angiogenesis dynamic contrast-enhanced magnetic resonance imaging Kep = rate constant between extracellular extravascular space and plasma space Ktrans = volume transfer constant
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Prediction of radiosensitivity in primary central nervous system germ cell tumors using dynamic contrast-enhanced magnetic resonance imaging 被引量:3
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作者 Chenlu Feng Peiyi Gao +4 位作者 Xiaoguang Qiu Tianyi Qian Yan Lin Jian Zhou Binbin Sui 《Chinese Journal of Cancer Research》 SCIE CAS CSCD 2015年第3期231-238,共8页
Objective: To evaluate the feasibility of dynamic contrast-enhanced magnetic resonance imaging(DCEMRI) for predicting tumor response to radiotherapy in patients with suspected primary central nervous system(CNS) germ ... Objective: To evaluate the feasibility of dynamic contrast-enhanced magnetic resonance imaging(DCEMRI) for predicting tumor response to radiotherapy in patients with suspected primary central nervous system(CNS) germ cell tumors(GCTs).Methods: DCE-MRI parameters of 35 patients with suspected primary CNS GCTs were obtained prior to diagnostic radiation, using the Tofts and Kermode model. Radiosensitivity was determined in tumors diagnosed 2 weeks after radiation by observing changes in tumor size and markers as a response to MRI. Taking radiosensitivity as the gold standard, the cut-off value of DCE-MRI parameters was measured by receiver operating characteristic(ROC) curve. Diagnostic accuracy of DCE-MRI parameters for predicting radiosensitivity was evaluated by ROC curve.Results: A significant elevation in transfer constant(Ktrans) and extravascular extracellular space(Ve)(P=0.000), as well as a significant reduction in rate constant(Kep)(P=0.000) was observed in tumors. Ktrans, relative Ktrans, and relative Kep of the responsive group were significantly higher than non-responsive groups. No significant difference was found in Kep, Ve, and relative Ve between the two groups. Relative Ktrans showed the best diagnostic value in predicting radiosensitivity with a sensitivity of 100%, specificity of 91.7%, positive predictive value(PPV) of 95.8%, and negative predictive value(NPV) of 100%.Conclusions: Relative Ktrans appeared promising in predicting tumor response to radiation therapy(RT). It is implied that DCE-MRI pre-treatment is a requisite step in diagnostic procedures and a novel and reliable approach to guide clinical choice of RT. 展开更多
关键词 中枢神经系统 放射敏感性 磁共振成像 肿瘤诊断 生殖细胞 预测值 ROC曲线 辐射响应
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Role of pulmonary perfusion magnetic resonance imaging for the diagnosis of pulmonary hypertension:A review
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作者 Miriam Lacharie Adriana Villa +3 位作者 Xenios Milidonis Hadeer Hasaneen Amedeo Chiribiri Giulia Benedetti 《World Journal of Radiology》 2023年第9期256-273,共18页
Among five types of pulmonary hypertension,chronic thromboembolic pulmonary hypertension(CTEPH)is the only curable form,but prompt and accurate diagnosis can be challenging.Computed tomography and nuclear medicine-bas... Among five types of pulmonary hypertension,chronic thromboembolic pulmonary hypertension(CTEPH)is the only curable form,but prompt and accurate diagnosis can be challenging.Computed tomography and nuclear medicine-based techniques are standard imaging modalities to non-invasively diagnose CTEPH,however these are limited by radiation exposure,subjective qualitative bias,and lack of cardiac functional assessment.This review aims to assess the methodology,diagnostic accuracy of pulmonary perfusion imaging in the current literature and discuss its advantages,limitations and future research scope. 展开更多
关键词 Pulmonary perfusion MRI Pulmonary hypertension dynamic contrast enhanced magnetic resonance imaging Chronic thromboembolic pulmonary hypertension Computed tomography pulmonary angiography Chronic thromboembolic disease
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Evaluation of tumor response to antiangiogenic therapy in patients with recurrent gliomas using contrast-enhanced perfusion-weighted magnetic resonance imaging techniques:A meta-analysis 被引量:1
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作者 Akanganyira Kasenene Aju Baidya +1 位作者 Salman Shams Hai-Bo Xu 《World Journal of Meta-Analysis》 2019年第2期51-65,共15页
BACKGROUND It is of vital importance to find radiologic biomarkers that can accurately predict treatment response. Usually, the initiation of antiangiogenic therapy causes a rapid decrease in the contrast enhancing tu... BACKGROUND It is of vital importance to find radiologic biomarkers that can accurately predict treatment response. Usually, the initiation of antiangiogenic therapy causes a rapid decrease in the contrast enhancing tumor. However, the treatment response is observed only in a fraction of patients due to the partial radiological response secondary to stabilization of abnormal vessels which does not essentially indicate a true antitumor effect. Perfusion-weighted magnetic resonance imaging(PWMRI) techniques have shown implicitness as a strong imaging biomarker for gliomas since they give hemodynamic information of blood vessels. Hence, there is a rapid expansion of PW-MRI related studies and clinical applications.AIM To determine the diagnostic performance of PW-MRI techniques including:(A)dynamic contrast-enhanced magnetic resonance imaging(DCE-MRI); and(B)dynamic susceptibility contrast magnetic resonance imaging(DSC-MRI) for evaluating response to antiangiogenic therapy in patients with recurrent gliomas.METHODS Databases such as PubMed(MEDLINE included), EMBASE, and Google Scholar were searched for relevant original articles. The included studies were assessed for methodological quality with the Quality Assessment of Diagnostic Accuracy Studies 2 tool. Medical imaging follow-up or histopathological analysis was used as the reference standard. The data were extracted by two reviewers independently, and then the sensitivity, specificity, summary receiver operating characteristic curve, area under the curve(AUC), and heterogeneity were calculated using Meta-Disc 1.4 software.RESULTS This study analyzed a total of six articles. The overall sensitivity for DCE-MRI and DSC-MRI was 0.69 [95% confidence interval(CI): 0.53-0.82], and the specificity was 0.99(95%CI: 0.93-1) by a random effects model(DerSimonianeeLaird model). The likelihood ratio(LR) +, LR-, and diagnostic odds ratio(DOR)were 12.84(4.54-36.28), 0.35(0.22-0.53), and 24.44(7.19-83.06), respectively. The AUC(± SE) was 0.9921(± 0.0120), and the Q* index(± SE) was 0.9640(± 0.0323).For DSC-MRI, the sensitivity was 0.73, the specificity was 0.98, the LR+ was 7.82,the LR-was 0.32, the DOR was 31.65, the AUC(± SE) was 0.9925(± 0.0132), and the Q* index was 0.9649(± 0.0363). For DCE-MRI, the sensitivity was 0.41, the specificity was 0.97, the LR+ was 5.34, the LR-was 0.71, the DOR was 8.76, the AUC(± SE) was 0.9922(± 0.2218), and the Q* index was 0.8935(± 0.3037).CONCLUSION This meta-analysis demonstrated a beneficial value of PW-MRI(DSC-MRI and DCE-MRI) in monitoring the response of recurrent gliomas to antiangiogenic therapy, with reasonable sensitivity, specificity, +LR, and-LR. 展开更多
关键词 Glioma Perfusion-weighted MAGNETIC resonance imaging dynamic contrastenhanced MAGNETIC resonance imaging dynamic susceptibility contrast MAGNETIC resonance imaging Anti-vascular endothelial growth factor ANTIANGIOGENIC Metaanalysis
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Intraoperative perfusion magnetic resonance imaging: Cutting-edge improvement in neurosurgical procedures 被引量:3
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作者 Stephan Ulmer 《World Journal of Radiology》 CAS 2014年第8期538-543,共6页
The goal in brain tumor surgery is to remove the maxi-mum achievable amount of the tumor, preventing damage to "eloquent" brain regions as the amount of brain tumor resection is one of the prognostic factors... The goal in brain tumor surgery is to remove the maxi-mum achievable amount of the tumor, preventing damage to "eloquent" brain regions as the amount of brain tumor resection is one of the prognostic factors for time to tumor progression and median survival. To achieve this goal, a variety of technical advances have been in-troduced, including an operating microscope in the late 1950 s, computer-assisted devices for surgical navigation and more recently, intraoperative imaging to incorporate and correct for brain shift during the resection of the lesion. However, surgically induced contrast enhancement along the rim of the resection cavity hampers interpretation of these intraoperatively acquired magnetic resonance images. To overcome this uncertainty, perfusion techniques [dynamic contrast enhanced magnetic resonance imaging(DCE-MRI), dynamic susceptibility contrast magnetic resonance imaging(DSC-MRI)] have been introduced that can differentiate residual tumor from surgically induced changes at the rim of the resec-tion cavity and thus overcome this remaining uncer-tainty of intraoperative MRI in high grade brain tumor resection. 展开更多
关键词 INTRAOPERATIVE MAGNETIC resonance imaging dynamic susceptibility contrast MAGNETIC resonance imaging dynamic contrast enhanced MAGNETIC resonance imaging Surgically induced contrast enhancement Neurosurgery
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Magnetic resonance imaging of the liver:New imaging strategies for evaluating focal liver lesions 被引量:4
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作者 Kenneth Coenegrachts 《World Journal of Radiology》 CAS 2009年第1期72-85,共14页
The early detection of focal liver lesions,particularly those which are malignant,is of utmost importance.The resection of liver metastases of some malignancies(including colorectal cancer)has been shown to improve th... The early detection of focal liver lesions,particularly those which are malignant,is of utmost importance.The resection of liver metastases of some malignancies(including colorectal cancer)has been shown to improve the survival of patients.Exact knowledge of the number,size,and regional distribution of liver metastases is essential to determine their resectability.Almost all focal liver lesions larger than 10 mm are demonstrated with current imaging techniques but the detection of smaller focal liver lesions is still relatively poor.One of the advantages of magnetic resonance imaging(MRI)of the liver is better soft tissue contrast(compared to other radiologic modalities),which allows better detection and characterization of the focal liver lesions in question.Developments in MRI hardware and software and the availability of novel MRI contrast agents have further improved the diagnostic yield of MRI in lesion detection and characterization.Although the primary modalities for liver imaging are ultrasound and computed tomography,recent studies have suggested that MRI is the most sensitive method for detecting small liver metastatic lesions,and MRI is now considered the pre-operative standard method for diagnosis.Two recent developments in MRI sequences for the upper abdomen comprise unenhanced diffusion-weighted imaging(DWI),and keyhole-based dynamic contrast-enhanced(DCE)MRI(4D THRIVE).DWI allows improved detection(b=10 s/mm2)of small(<10 mm)focal liver lesions in particular,and is useful as a road map sequence.Also,using higher b-values,the calculation of the apparent diffusion coefficient value,true diffusion coefficient,D,and the perfusion fraction,f,has been used for the characterization of focal liver lesions.DCE 4D THRIVE enables MRI of the liver with high temporal and spatial resolution and full liver coverage.4D THRIVE improves evaluation of focal liver lesions,providing multiple arterial and venous phases,and allows the calculation of perfusion parameters using pharmacokinetic models.4D THRIVE has potential benefits in terms of detection,characterization and staging of focal liver lesions and in monitoring therapy. 展开更多
关键词 MAGNETIC resonance imaging LIVER neoplasms DIFFUSION-WEIGHTED MAGNETIC resonance imaging 4D THRIVE dynamic contrast-ENHANCED MAGNETIC resonance imaging contrast agents
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Clinical applications of advanced magnetic resonance imaging techniques for arthritis evaluation 被引量:2
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作者 Teodoro Martín Noguerol Antonio Luna +1 位作者 Marta Gómez Cabrera Alexie D Riofrio 《World Journal of Orthopedics》 2017年第9期660-673,共14页
Magnetic resonance imaging(MRI) has allowed a comprehensive evaluation of articular disease, increasing the detection of early cartilage involvement, bone erosions, and edema in soft tissue and bone marrow compared to... Magnetic resonance imaging(MRI) has allowed a comprehensive evaluation of articular disease, increasing the detection of early cartilage involvement, bone erosions, and edema in soft tissue and bone marrow compared to other imaging techniques. In the era of functional imaging, new advanced MRI sequences are being successfully applied for articular evaluation in cases of inflammatory, infectious, and degenerative arthropathies. Diffusion weighted imaging, new fat suppression techniques such as DIXON, dynamic contrast enhanced-MRI, and specific T2 mapping cartilage sequences allow a better understanding of the physiopathological processes that underlie these different arthropathies. They provide valuable quantitative information that aids in their differentiation and can be used as potential biomarkers of articular disease course and treatment response. 展开更多
关键词 Magnetic resonance imaging Joint Diffusion weighted imaging dynamic contrast enhanced MUSCULOSKELETAL system CARTILAGE DIXON ARTHRITIS
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Perfusion magnetic resonance imaging of the liver 被引量:15
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作者 Choon Hua Thng Tong San Koh +1 位作者 David J Collins Dow Mu Koh 《World Journal of Gastroenterology》 SCIE CAS CSCD 2010年第13期1598-1609,共12页
Perfusion magnetic resonance imaging (MRI) studies quantify the microcirculatory status of liver parenchyma and liver lesions, and can be used for the detection of liver metastases, assessing the effectiveness of anti... Perfusion magnetic resonance imaging (MRI) studies quantify the microcirculatory status of liver parenchyma and liver lesions, and can be used for the detection of liver metastases, assessing the effectiveness of antiangiogenic therapy, evaluating tumor viability after anticancer therapy or ablation, and diagnosis of liver cirrhosis and its severity. In this review, we discuss the basic concepts of perfusion MRI using tracer kinetic modeling, the common kinetic models applied for analyses, the MR scanning techniques, methods of data processing, and evidence that supports its use from published clinical and research studies. Technical standardization and further studies will help to establish and validate perfusion MRI as a clinical imaging modality. 展开更多
关键词 Magnetic resonance imaging dynamic contrast-enhanced magnetic resonance imaging LIVER Tracer kinetic modeling
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Dynamic contrast-enhanced MRI versus ^(18)F-FDG PET/CT: Which is better in differentiation between malignant and benign solitary pulmonary nodules? 被引量:10
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作者 Feng Feng Fulin Qiang +6 位作者 Aijun Shen Donghui Shi Aiyan Fu Haiming Li Mingzhu Zhang Ganlin Xia Peng Cao 《Chinese Journal of Cancer Research》 SCIE CAS CSCD 2018年第1期21-30,共10页
Objective: To prospectively compare the discriminative capacity of dynamic contrast enhanced-magnetic resonance imaging(DCE-MRI) with that of ^(18)F-fluorodeoxyglucose(^(18)F-FDG) positron emission tomography/computed... Objective: To prospectively compare the discriminative capacity of dynamic contrast enhanced-magnetic resonance imaging(DCE-MRI) with that of ^(18)F-fluorodeoxyglucose(^(18)F-FDG) positron emission tomography/computed tomography(PET/CT) in the differentiation of malignant and benign solitary pulmonary nodules(SPNs).Methods: Forty-nine patients with SPNs were included in this prospective study. Thirty-two of the patients had malignant SPNs, while the other 17 had benign SPNs. All these patients underwent DCE-MRI and ^(18)F-FDG PET/CT examinations. The quantitative MRI pharmacokinetic parameters, including the trans-endothelial transfer constant(K^(trans)), redistribution rate constant(K_(ep)), and fractional volume(Ve), were calculated using the Extended-Tofts Linear two-compartment model. The ^(18)F-FDG PET/CT parameter, maximum standardized uptake value(SUV_(max)), was also measured. Spearman's correlations were calculated between the MRI pharmacokinetic parameters and the SUV_(max) of each SPN. These parameters were statistically compared between the malignant and benign nodules. Receiver operating characteristic(ROC) analyses were used to compare the diagnostic capability between the DCE-MRI and ^(18)F-FDG PET/CT indexes.Results: Positive correlations were found between K^(trans) and SUV_(max), and between K_(ep) and SUV_(max)(P<0.05).There were significant differences between the malignant and benign nodules in terms of the K^(trans), K_(ep) and SUV_(max) values(P<0.05). The areas under the ROC curve(AUC) of K^(trans), K_(ep) and SUV_(max) between the malignant and benign nodules were 0.909, 0.838 and 0.759, respectively. The sensitivity and specificity in differentiating malignant from benign SPNs were 90.6% and 82.4% for K^(trans); 87.5% and 76.5% for K_(ep); and 75.0% and 70.6%for SUV_(max), respectively. The sensitivity and specificity of K^(trans) and K_(ep) were higher than those of SUV_(max), but there was no significant difference between them(P>0.05).Conclusions: DCE-MRI can be used to differentiate between benign and malignant SPNs and has the advantage of being radiation free. 展开更多
关键词 MRI 独居 诊断能力 SUV SPN 断层摄影术 参数统计
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Classification of breast lesions based on a dual S-shaped logistic model in dynamic contrast enhanced magnetic resonance imaging 被引量:8
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作者 DANG Yi GUO Li +2 位作者 LV DongJiao WANG XiaoYing ZHANG Jue 《Science China(Life Sciences)》 SCIE CAS 2011年第10期889-896,共8页
This study proposes a novel dual S-shaped logistic model for automatically quantifying the characteristic kinetic curves of breast lesions and for distinguishing malignant from benign breast tumors on dynamic contrast... This study proposes a novel dual S-shaped logistic model for automatically quantifying the characteristic kinetic curves of breast lesions and for distinguishing malignant from benign breast tumors on dynamic contrast enhanced (DCE) magnetic resonance (MR) images.D(,) is the diagnostic parameter derived from the logistic model.Significant differences were found in D(,) between the malignant benign groups.Fisher's Linear Discriminant analysis correctly classified more than 90% of the benign and malignant kinetic breast data using the derived diagnostic parameter (D(,)).Receiver operating characteristic curve analysis of the derived diagnostic parameter (D(,)) indicated high sensitivity and specificity to differentiate malignancy from benignancy.The dual S-shaped logistic model was effectively used to fit the kinetic curves of breast lesions in DCE-MR.Separation between benign and malignant breast lesions was achieved with sufficient accuracy by using the derived diagnostic parameter D(,) as the lesion's feature.The proposed method therefore has the potential for computer-aided diagnosis in breast tumors. 展开更多
关键词 LOGISTIC模型 病变特征 磁共振成像 模型分类 S形 FISHER线性判别分析 乳房 计算机辅助诊断
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Improved Performance in Differentiating Benign from Malignant Sinonasal Tumors Using Diffusion-weighted Combined with Dynamic Contrast-enhanced Magnetic Resonance Imaging 被引量:10
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作者 Xin-Yan Wang Fei Yan +3 位作者 Hui Hao Jian-Xing Wu Qing-Hua Chen Jun-Fang Xian 《Chinese Medical Journal》 SCIE CAS CSCD 2015年第5期586-592,共7页
关键词 磁共振成像 恶性肿瘤 良性肿瘤 成像性能 鼻腔 加权 鉴别 弥散
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Value of magnetic resonance imaging including dynamic contrast-enhanced magnetic resonance imaging in differentiation between inverted papilloma and malignant tumors in the nasal cavity 被引量:13
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作者 Wang Xinyan Zhang Zhengyu +2 位作者 Chen Xiaoli Li Jing Xian Junfang 《Chinese Medical Journal》 SCIE CAS CSCD 2014年第9期1696-1701,共6页
关键词 磁共振成像 恶性肿瘤 乳头状瘤 鼻腔 分化 LOGISTIC回归分析 MRI 知识产权
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Tumor infiltration of bone marrow in patients with hemato-logical malignancies: dynamic contrast-enhanced magnetic resonance imaging 被引量:1
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作者 ZHANG Lei Catherine Mandel +4 位作者 YANG Zhen-yan YANG Qing Richard Nibbs David Westerman Alex Pitman 《Chinese Medical Journal》 SCIE CAS CSCD 2006年第15期1256-1262,共7页
扫描技术的背景常规磁性的回声(先生) 能识别包含主要胖的房间的骨头髓(BM ) 。但是他们不能区分 BMtumor 渗入, BM 纤维变性和正常红 BM。这在对周期性或倔强的 hematological 恶意的评价是特别地有问题的。这个预研项目使用了动态 co... 扫描技术的背景常规磁性的回声(先生) 能识别包含主要胖的房间的骨头髓(BM ) 。但是他们不能区分 BMtumor 渗入, BM 纤维变性和正常红 BM。这在对周期性或倔强的 hematological 恶意的评价是特别地有问题的。这个预研项目使用了动态 contrast-enhancedMR 成像(DCE-MRI ) 评估骨头髓地位并且决定几个计算参数是否与髓的组织学的特征源于 DCE-MRI 相互关联,特别与肿瘤部分(TF ) 。方法 DCE-MRI 扫描与证明或知道的 hematological 恶意在 25 个病人被执行就要经历以后的肠骨的冠的骨头髓活体检视。为活体检视选择的地点与 MRI 被检验在活体检视以前的约一个小时。时间信号紧张曲线(TIC ) 从相应于计划活体检视地点的肠骨的冠的区域被产生。改进参数被计算,包括山峰改进比率(每) ,最大的改进斜坡(Slope_( 最大)) ,达到顶点的时间(TTP ) 和同时(MT ) 。活体检视标本概括性地被报导,与包括细胞质和肿瘤部分(TF ) 的相关报导参数。结果比为正常骨头髓组为骨头髓肿瘤渗入组每价值是显著地更高的(P 【 0.05 ) 。重要积极关联被发现在之间每并且象 Slope_( 最大) 一样的 TF 和 TF。否定关联在 TTP 和 TF 之间被发现。在在 BM 肿瘤渗入组和正常骨头髓组之间的吝啬的 TTP 和 MTvalues 没有重要差别。在有 haematological 恶意的病人的弥漫的骨头髓渗入的结论 Thepresence 能用 DCE-MRI 被验证。 展开更多
关键词 肿瘤渗入 骨髓 血液肿瘤 磁共振成像
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Imaging biomarkers for the treatment of esophageal cancer 被引量:2
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作者 Koichi Hayano Gaku Ohira +6 位作者 Atsushi Hirata Tomoyoshi Aoyagi Shunsuke Imanishi Toru Tochigi Toshiharu Hanaoka Kiyohiko Shuto Hisahiro Matsubara 《World Journal of Gastroenterology》 SCIE CAS 2019年第24期3021-3029,共9页
Esophageal cancer is known as one of the malignant cancers with poor prognosis.To improve the outcome,combined multimodality treatment is attempted.On the other hand,advances in genomics and other“omic”technologies ... Esophageal cancer is known as one of the malignant cancers with poor prognosis.To improve the outcome,combined multimodality treatment is attempted.On the other hand,advances in genomics and other“omic”technologies are paving way to the patient-oriented treatment called“personalized”or“precision”medicine.Recent advancements of imaging techniques such as functional imaging make it possible to use imaging features as biomarker for diagnosis,treatment response,and prognosis in cancer treatment.In this review,we will discuss how we can use imaging derived tumor features as biomarker for the treatment of esophageal cancer. 展开更多
关键词 Esophageal cancer Computed TOMOGRAPHY perfusion dynamic-contrastenhanced magnetic resonance imaging Texture analysis DIFFUSION-WEIGHTED imaging POSITRON emission TOMOGRAPHY
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Identification for the Low-Contrast Image Signal with Regularized Variational Term and Dynamical Saturating Nonlinearity
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作者 ZHANG Ning MA Yumei +2 位作者 PAN Zhenkuan HUANG Baoxiang WANG Dongcheng 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2023年第3期1089-1102,共14页
In recent years,image processing based on stochastic resonance(SR)has received more and more attention.In this paper,a new model combining dynamical saturating nonlinearity with regularized variational term for enhanc... In recent years,image processing based on stochastic resonance(SR)has received more and more attention.In this paper,a new model combining dynamical saturating nonlinearity with regularized variational term for enhancement of low contrast image is proposed.The regularized variational term can be setting to total variation(TV),second order total generalized variation(TGV)and non-local means(NLM)in order to gradually suppress noise in the process of solving the model.In addition,the new model is tested on a mass of gray-scale images from standard test image and low contrast indoor color images from Low-Light dataset(LOL).By comparing the new model and other traditional image enhancement models,the results demonstrate the enhanced image not only obtain good perceptual quality but also get more excellent value of evaluation index compared with some previous methods. 展开更多
关键词 dynamical saturating nonlinearity image enhancement low contrast regularized variational term stochastic resonance(SR)
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基于多模态MRI定量分析诊断宫颈癌宫旁浸润的研究
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作者 牛俊巧 王佳 +3 位作者 刘焱 曲源 张建亮 李辉 《中国CT和MRI杂志》 2024年第5期137-139,共3页
目的探讨多模态MRI定量分析诊断宫颈癌宫旁浸润的价值。方法回顾性分析2019年1月~2021年12月新疆维吾尔自治区人民医院收治的86例宫颈癌患者临床资料,根据病理结果分为宫旁浸润组31例与非宫旁浸润组55例。所有患者均接受MRI常规平扫及... 目的探讨多模态MRI定量分析诊断宫颈癌宫旁浸润的价值。方法回顾性分析2019年1月~2021年12月新疆维吾尔自治区人民医院收治的86例宫颈癌患者临床资料,根据病理结果分为宫旁浸润组31例与非宫旁浸润组55例。所有患者均接受MRI常规平扫及扩散加权成像(DWI)扫描、动态对比增强磁共振成像(DCE-MRI)扫描,获得感兴趣区表观弥散系数(ADC)值和对比剂容积转换常量(K^(trans))、速率常数(K_(ep))、血管外细胞间隙容积分数(V_(e))值等多模态MRI定量参数。比较宫旁浸润组和非宫旁浸润组临床特征、ADC值和DCE-MRI定量参数;Pearson相关性分析宫颈癌宫旁浸润患者ADC值和K^(trans)、K_(ep)、V_(e)的关系;受试者工作特征曲线(ROC)分析ADC值和K^(trans)、K_(ep)、V_(e)对宫颈癌宫旁浸润的诊断效能。结果宫旁浸润组与非宫旁浸润组肿瘤直径和病理分级的分布差异比较,差异有统计学意义(P<0.05);宫旁浸润组K^(trans)、K_(ep)和V_(e)均明显高于非宫旁浸润组(P<0.05);Pearson相关性显示,宫颈癌宫旁浸润患者ADC值与V_(e)值呈明显的正相关(P<0.05);ROC显示,K^(trans)、K_(ep)、V_(e)值诊断宫颈癌宫旁浸润的曲线下面积(AUC)分别为0.876、0.821和0.864(P<0.05)。结论多模态MRI定量参数对宫颈癌宫旁浸润具有较好的诊断价值,可为宫颈癌宫旁浸润的影像诊断提供量化参考。 展开更多
关键词 多模态MRI 扩散加权成像 动态对比增强磁共振成像 表观弥散系数 宫颈癌 宫旁浸润
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超声造影与DCE-MRI对乳腺癌患者新辅助化疗的评估价值
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作者 叶细容 江峰 洪玮 《中国CT和MRI杂志》 2024年第2期95-97,共3页
目的探究超声造影(CEUS)与动态增强磁共振成像(DCE-MRI)对乳腺癌患者新辅助化疗(NAC)的评估价值。方法选取2020年1月~2023年1月于我院接受NAC的乳腺癌患者68例,对所有入选患者NAC治疗后行CEUS、DCE-MRI检查,以手术病理结果为金标准,将... 目的探究超声造影(CEUS)与动态增强磁共振成像(DCE-MRI)对乳腺癌患者新辅助化疗(NAC)的评估价值。方法选取2020年1月~2023年1月于我院接受NAC的乳腺癌患者68例,对所有入选患者NAC治疗后行CEUS、DCE-MRI检查,以手术病理结果为金标准,将治疗后患者分为有效组与无效组,比较CEUS、DCE-MRI以及两者联合对乳腺癌患者NAC疗效的评估价值,对比有效组与无效组CEUS、DCEMRI检查的参数水平。结果68例乳腺癌患者NAC后,经手术病理诊断发现49例有效,19例无效。采用CEUS检查评估NAC疗效的敏感性、特异性及准确性分别为81.63%、68.42%、67.65%,经手术病理评估为有效患者的峰值强度(PI)、曲线下面积(AUC)水平低于无效患者(P<0.05);采用DCE-MRI检查时的敏感性、特异性及准确性分别为83.67%、73.68%、67.65%,经手术病理评估为有效患者的容量转移常数(K^(trans))、速率常数(K_(ep))均低于无效患者(P<0.05)。CEUS联合DCE-MRI评估NAC疗效的敏感性及准确性分别为97.96%、94.83%,均显著高于单一检查方法(P<0.05)。结论CEUS联合DCE-MRI能提高对乳腺癌患者NAC疗效的评估价值,其敏感性及准确性较高,值得推广。 展开更多
关键词 超声造影 动态增强磁共振成像 乳腺癌 新辅助化疗 评估价值
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