Objective To evaluate the real-time contrast-enhanced ultrasonography (CEUS) in the differential diagnosis of retroperitoneal occupying lesions. Methods Thirty patients with retroperitoneal occupying lesions, including 10 benign and 20 malignant lesions, were performed with CEUS, thus describing the perfusion of contrast agent, the entering style of contrast agent and the vascular morphous. And the entering styles were divided into two patterns: peripheral type or central type while the vascular morphous were divided into 4 levels: level 0, level 1, level 2 and level 3. All of these were compared between benign and malignant lesions. Compared the results of diagnosis malignant lesions by common ultrasonography with CEUS. Results 1/5 case of benign substantive lesions presented as contrast agent perfusion defect, and 11/20 cases of substantive malignant lesions presented as contrast agent perfusion defect. 14/20 of malignant lesions were central type; 9/10 of benign lesions were peripheral type (P=0.005 2). In benign lesions, level 0 had 7/10， level 1 had 2/10 and level 3 had 1/10. In malignant lesions, level 0 had 1/20, level 1 had 3/20, level 2 had 8/20 and level 3 had 8/20, too (P=0.000 5). The rate of missed diagnosis was 40.00% and the accuracy was 66.67% by common ultrasonography, while the rate of missed diagnosis was 10.00% and the accuracy was 86.67% by CEUS combined with the entering style of contrast agent and the vascular morphous. Conclusion The CEUS applies a new way to discriminate malignant from benign in retroperitoneal occupying lesions.
Objective To investigate the value of contrast enhanced ultrasound (CEUS) in evaluating the short term therapeutic response to radiofrequency ablation (RFA) of primary hepatocellular carcinoma. Methods One hundred and ten lesions were studied in 96 patients. Each patient underwent CEUS within a week before RFA, the number, size, border, inner echo and perfusion pattern of lesions were observed. One month after ultrasound-guided RFA, color Doppler flow imaging, CEUS and contrast enhanced computed tomography (CECT, reference standard) were performed to assess the therapeutic response. Results Before RFA, in 96 cases with 110 lesions, 83 lesions showed homogeneous hyper-enhancement and the other 27 heterogeneous hyper-enhancement in arterial phase, and 98 lesions were hypo-enhanced in portal venous phase and late phase and the other 12 iso-enhanced. One month after RFA, 99 of 110 lesions were found no-enhancement in entire CEUS procedure, while 11 lesions showed local enhancement on the edge of lesion. Ninety-six of 110 lesions showed no-enhancement and other 14 with irregular enhancement by CECT. There was no statistical significance between CEUS and CECT (χ2=0.406, Pgt;0.05). Fourteen lesions as tumor residual by CECT were underwent RFA again, and then 1 month after RFA no-enhancement was showed by both CECT and CEUS. Conclusion CEUS can play a role in assessing the short term therapeutic response to RFA of hepatocellular carcinoma.
Sample size calculation is an important factor to evaluate the reliability of the diagnostic test. In this paper, a case study of the clinical diagnostic test of artificial intelligence for identification of liver contrast-enhanced ultrasound was performed to conduct two-category and multi-categories studies. Based on sensitivity and specificity, the sample size was then estimated in combination with the statistical characteristics of disease incidence, test level and one/two-sided test. Eventually, the sample size was corrected by integrating the factors of the proportion of training/test dataset and the dropout rate of cases in the medical image recognition system. Moreover, the application of Sample Size Calculator, MedCalc, PASS, and other software can accelerate sample size calculation and reduce the amount of labor.
ObjectiveTo systematically review the clinical value of the contrast-enhanced ultrasonic in the diagnosis of breast tumors. MethodsWe electronically and comprehensively searched the databases including The Cochrane Library (Issue 2, 2013), PubMed, CNKI, WanFang Data, Chaoxing medalink, VIP, and CBM for clinical research reports of diagnosing breast cancer with Contrast-enhance ultrasonic (all from foundation to May 2013). Two reviewers independently screened literature according to the inclusion and exclusion criteria, extracted data, and assessed the methodological quality of the included studies according to the QUADAS items. The Meta-DiSc software (version 1.4) was used to conduct pooling on sensitivity, specificity, positive likelihood ratio, and negative likelihood ratio. Heterogeneity test was performed and the summary receiver operating characteristic (SROC) curve was drawn for area under the curve (AUC). ResultsA total of 19 studies involving 1 161 participants were included. The results of meta-analysis showed that, specificity, the pooled sensitivity, positive likelihood ratio, negative likelihood ratio and DOR were 0.79 (95%CI 0.75 to 0.82), 0.86 (95%CI 0.83 to 0.89), 3.92 (95%CI 2.77 to 6.56), 0.18 (95%CI 0.13 to 0.26), and 25.86 (95%CI 13.77 to 48.55), respectively. The AUC of the SROC curve was 0.917 0. ConclusionThe current evidence shows that contrast-enhanced ultrasonic has high sensitivity and specificity in the diagnosis of preoperative benign and malignant breast mass, which indicates that it could be used as a good method to diagnosing breast tumors.
Objective To observe the therapeutic effect of ultrasonic microbubble combined with bevacizumab (Avastin) on choroidal neovascularization induced by photocoagulation in rabbits.Methods CNV was induced by photocoagulation with argon laser in 30 rabbits (60 eyes).All of the rabbits underwent fundus fluorecein angiography (FFA) 21 days after photocoagulation; 6-8 hours later, 3 rabbits were randomly chosen to be executed to having the immunohistochemical examination.Twenty one days after photocoagulation, 27 rabbits were divided randomly into 3 groups: bevacizumb, ultrasonic microbubble + bevacizumb,and control group; each group has 9 rabbits (18 eyes).The rabbits in control group had no interference treatment; while the rats in bevacizumb and ultrasonic microbubble + bevacizumb group underwent injection with bevacizumb or ultrasonic microbubble + bevacizumb respectively.FFA was performed on all of the rabbits 7,14,and 28 days after photocoagulation to observe the inhibition of CNV; immunofluorecence and Western blot were used to detect the expression of VEGF in retina and choroid.Twentyeight days is the time point to determine the therapeutic efficacy. The expression of VEGF and the results of FFA were the sdandards of the judgement of therapeutic efficacy.Results Proliferaion of CNV to the retinal inner layer and the obvious leakage of fluoresein in the photocoagulation area indicated that the model of CNV was set up successfully. Twenty eight days after injection,obvious fluorescent leakage was found in the control group, and the average fluorescent leakage in bevacizumab group differed much from the control group（t=16.2952，Plt;0.05）; while the difference between ultrasonic microbubble + bevacizumb group and bevacizumab group was also significant (t=4.7955，Plt;0.05) . At the same time point, the expression of VEGF in bevacizumab group detected by immunofluorecent assay and Western blot differed much from the control group (t=7.0327，9.2596；Plt;0.05),and the difference of VEGF between ultrasonic microbubble + bevacizumb group and bevacizumab group was significant（t=2.9724,17.1937；Plt;0.05）. this experiment show that ultrasound combined bevacizumab intravitreal injection of the therapeutic effect of CNV superior to other groups(Plt;0.01).Conclusion Ultrasound microbubble combined with bevacizumab injection may improve the therapeutic effect on CNV by inhibiting the expression of VEGF.
Due to its irregular shape and varying contour, pancreas segmentation is a recognized challenge in medical image segmentation. Convolutional neural network (CNN) and Transformer-based networks perform well but have limitations: CNN have constrained receptive fields, and Transformer underutilize image features. This work proposes an improved pancreas segmentation method by combining CNN and Transformer. Point-wise separable convolution was introduced in a stage-wise encoder to extract more features with fewer parameters. A densely connected ensemble decoder enabled multi-scale feature fusion, addressing the structural constraints of skip connections. Consistency terms and contrastive loss were integrated into deep supervision to ensure model accuracy. Extensive experiments on the Changhai and National Institute of Health (NIH) pancreas datasets achieved the highest Dice similarity coefficient (DSC) values of 76.32% and 86.78%, with superiority in other metrics. Ablation studies validated each component’s contributions to performance and parameter reduction. Results demonstrate that the proposed loss function smooths training and optimizes performance. Overall, the method outperforms other advanced methods, enhances pancreas segmentation performance, supports physician diagnosis, and provides a reliable reference for future research.
ObjectiveTo assess the image quality and radiation dose of gemstone CT coronary angiography (CCTA) with low tube voltage and low concentration contrast medium. MethodsSixty-nine patients who underwent CCTA from January to March 2014 were randomly divided into group A and B. CCTA was performed in thirty-four patients in group A with tube voltage of 100 kV and concentration of contrast medium of 300 mgI/mL. And thirty-five patients in group B underwent CCTA with 120 kV and 370 mgI/mL. According to upgrading American Heart Association standard all segments and all vessels were evaluated. We measured the CT value of ascending aortic root, left main coronary artery, and the initial segment of left anterior descending branch, left circumflex, right coronary artery, and also adjacent tissues. Besides, we recorded CT dose volume index (CTDIvol) and the dose length product (DLP) and calculated effective radiation dose. ResultsThe image quality scores were not significantly different between two groups (P>0.05). The density in the contrast enhanced vessel lumens in group A were signifcantly higher than that in group B (P<0.05). There was no significant difference in signal to noise ratio and carrier to noise ratio between the two groups (P>0.05). Noise in group A was higher than that in group B (P<0.05). The CTDIvol and effective radiation dose in group A were significantly lower than those in group B (P<0.05). ConclusionThe combination of 100 kV with low concentration contrast medium (300 mgI/mL) still maintains the image quality, as well as significantly lowers the radiation dose and the dose of iodine.
Objective To investigate the value of contrast-enhanced ultrasonography in detection and diagnosis of small primary liver cancer. Methods SonoVue-enhanced ultrasonography were performed on 353 patients with 378 primary liver cancer, less than 3 cm in diameter. Enhancement patterns and enhancement phases of hepatic lesions on contrast-enhanced ultrasonography were analyzed and compared with the results of histopathology. Results In all hepatic tumors, 96.6% （365/378） lesions enhanced in the arterial phase. Among them, 317 (83.9%) tumors enhanced earlier than liver parenchyma and 48 (12.7%) tumors enhanced synchronously with liver parenchyma, and 342 (90.5%) tumors showed early wash-out in the portal and late phases. With regard to the enhancement pattern, 329 (87.0%) tumors presented whole-lesion enhancement, 35 (9.3%) to be mosaic enhancement and 14 (3.7%) to be rim-like enhancement. If taking the whole-lesion enhancement and mosaic enhancement in arterial phase as diagnotic standard for primary liver cancer on contrast-enhanced ultrasonography, the sensitivity was 92.9%(351/378), and if the earlier or synchronous enhancement of the tumor compared with liver parenchyma in arterial phase and the wash-out in portal phase were regarded as the stardand, the sensitivity was 87.3%(330/378). Conclusion Contrast-enhanced ultrasonography could display real-time enhancement patterns as well as the wash-out processes both in hepatic tumors and the liver parenchyma. It might be of clinical value in diagnosis of primary liver cancer based on the hemodynamics of hepatic tumors on contrast-enhanced ultrasonography.
Objective To investigate the enhancing effect of ultrasound microbubbles on transfection of recombinant adenoassociated virus (rAAV) mediated green fluorecent protein (EGFP) gene into retinal ganglion cells (RGC) in vivo.Methods A total of 40 adult Sprague-Dawley (SD) rats were divided into four groups randomly (group A,B,C,D) with 10 rats in each. Group A was the normal control, in which the rats underwent intravitreal injection with 5 mu;l phosphate buffered solution. The rats in group B underwent intravitreal injection with 5 mu;l recombinant adenoassociated virus encoding EGFP gene (rAAV2-EGFP). The rats in group C underwent ultrasound irradiation on eyes right after intravitreal injection with 5 mu;l rAAV2-EGFP; The ultrasound irradiation was performed on the rats in group D right after intravitreal injection with the mixture solution of microbubbles and rAAV2-EGFP ultrasound. After 21 days, RGC were labeled retogradely with fluogold. Seven days after labeling, the retinal flatmounts and frozen sections were made from five rats in each group. Expression of EGFP reporter gene was observed by laser scanning confocal microscope and evaluated via average optical intensity (AOD) and RGC transfection rate. Labeled RGC were counted to evaluate the adverse effects.Results Green fluorescence can be observed exactly in labeled RGC in B，C，and D groups. The AOD and transfection rate in group D was （95.02plusmn;7.25）% and（20.10plusmn;0.74）% , respectively; which were higher than those in group B and C (F=25.970，25.799；P＜0.01). The difference of the number of RGC among the four groups was not significant(F=0.877,P＞0.05). Conclusion Under the condition of low frequency and with certain energy, ultrasoundmediated microbubble destruction can effectively and safely enhance rAAV delivery to RGC in rats.
Objective To investigate the clinical effect of high intensity focused ultrasound (HIFU) and uterine artery embolization (UAE) in the treatment of cesarean scar pregnancy (CSP). Methods A total of 152 patients with CSP diagnosed by B-type ultrasonography were enrolled prospectively in this study from June 2014 to May 2016 in Chengdu Women and Children’s Central Hospital and Suining Central Hospital. Six patients from Chengdu Women and Children’s Central Hospital and 84 from Suining Central Hospital for Volunteered HIFU treatment were regarded as observation group. The other 62 patients from Chengdu Women and Children’s Central Hospital were selected to accept UAE treatment voluntarily were designated as control group. The clinical efficacy and therapeutic safety of the two groups were compared after the treatment. Results Eighty-two patients (91.1%) in the observation group and 32 (51.6%) in the control group had a bleeding volume equal to 100 mL or lower during complete curettage of uterine cavity (P<0.05). The hospitalization expenses of the above two groups were respectively (25 126.51±1 473.49) and (32 928.42 ±1 579.35) yuan (P<0.05). The hospitalization time was (11.03±1.52) and (10.65±1.87) days respectively, and the difference was not statistically significant (P>0.05). There was no significant difference in the normal rate of human chorionic gonadotropin recovery between the observation group and the control group at 14 days after treatment (P>0.05). Eighty-seven patients (96.7%) in the observation group and 51 (82.3%) in the control group had their menstrual recovery to normal level at 2 months after treatment, and the difference was statistically significant (P<0.05). The incidence of postoperative complications was 1.1% and 6.4% in the observation group and the control group, respectively, and the difference was not statistically significant (P>0.05). Conclusions HIFU in the treatment of CSP is safe and effective. Compared with UAE, HIFU requires less cost with fewer complications, which is worth promoting.