ObjectiveTo explore the value of a radiomics model based on ultrasound imaging in predicting the HER-2 status of breast cancer prior to surgery.MethodsA total of 230 patients with invasive breast cancer were retrospectively analyzed, all the patients underwent preoperative breast ultrasound examination. According to the order of examination time, the patients were categorized into training group (n=115) and validation group (n=115). Image J software was used to manually delineate the lesion area in the ultrasound image along the tumor boundary. Pyradiomics was used to extract 1 820 features from each lesion area, and three statistical methods were used to screen features. A logistic regression model was used to construct ultrasound imaging radiomics model. The receive operating characteristic curve (ROC), calibration curve and decision curve were used to evaluate the performance and value of ultrasound imaging radiomics model in predicting HER-2 status.ResultsNine key image features were identified to construct ultrasound imaging radiomics model. The area of under the ROC curve of the model in the training group and the validation group were 0.82 (95%CI 0.74 to 0.90) and 0.81 (95%CI 0.72 to 0.89), respectively. The calibration curve showed that the model had a good calibration in both the training and validation groups.ConclusionsUltrasound-based imaging radiomics model is of significant value in predicting the HER-2 status of breast cancer prior to surgery.
【摘要】随着超声心动图的普及与发展,无症状性类风湿性关节炎心脏瓣膜改变的检出率逐渐增多。临床应重视类风湿性关节炎心脏瓣膜损害以及超声心动图在这类疾病中的诊断价值,以期改善患者预后。【Abstract】 Objective More and more cardiac valve changes are detected in asymptomatic patients with rheumatoid arthritis by echocardiography. It is essential to pay attention to the clinical features of heart valves damage and the diagnostic value of echocardiography on that in order to improve the prognosis of patients.
Objective To explore the value of color Doppler ultrasonography and plasma D-dimer in diagnosis of lower limb deep venous thrombosis (DVT).Methods The clinical data of 70 cases of patients with lower limb DVT diagnosed clinically were retrospectively studied. The lower limb venous of each patient was examined by color Doppler ultrasonography and the plasma level of D-dimer were measured, furthermore the plasma levels of D-dimer in different phase and different type of thrombosis were compared. Results The sensitivity, specificity, positive predictive value, negative predictive value, and accuracy of plasma D-dimer and ultrasonography examination in lower limb DVT were 100%, 66.7%, 97.0%, 100%, and 97.1%, and 98.4%, 83.3%, 98.4%, 83.3%, and 97.1%, respectively. The plasma D-dimer in acute phase 〔(6 451±4 012.22) μg/L〕 and subacute phase 〔(2 063±1831.35) μg/L〕 of lower limb venous thrombosis were significantly higher than that in normal control group 〔(310±66.70) μg/L〕, Plt;0.01 and Plt;0.05, which was not different from that in chronic phase 〔(466±350.52) μg/L〕. Meanwhile, the plasma D-dimer in mixed limb venous thrombosis group 〔(4 464±3 753.16) μg/L〕 and central limb venous thrombosis group 〔(2 149±1 911.53) μg/L〕 were significantly higher than that in control group (Plt;0.05 and Plt;0.01), which was not different from that in peripheral limb venous thrombosis group 〔(560±315.62) μg/L〕. Conclusion Color Doppler ultrasonography is an optimal method and the plasma D-dimer is a predictive index in diagnosis of lower limb DVT.
ObjectiveTo summarize the status and progress of imaging studies of pancreatic neuroendocrine neoplasms (pNENs).MethodThe relevant literatures published recently at domestic and abroad about the imaging of pNENs were collected and reviewed.ResultsDue to poor visibility of pancreatic body and tail, the application of ultrasound (US) was limited. Compared with US, endoscopic ultrasound (EUS) and contrast-enhanced ultrasound (CEUS) could improve the detection rate of pNENs. The ability of plain CT scans to differentiate pathological grades was still controversial, but the value of enhanced scan was higher. CT texture analysis was feasible in the discrimination of nonhypervascular pNENs and pancreatic ductal adenocarcinoma (PDAC). Teta2 was the parameter with the highest diagnostic performance. The enhanced features of MRI were similar to CT. Combined with the apparent diffusion coefficient (ADC) value, the diagnostic and classification capabilities of MRI were improved, and the sensitivity and specificity of different ADC thresholds were also different. 68Ga-tetraazacyclododecane tetraacetic acid (68Ga-DOTA) peptide PET-CT had good preliminary diagnostic value for well-differentiated pNENs, and 18Fluoro-fluorodeoxyglucose (18F-FDG) PET-CT had limited diagnostic value.ConclusionsSomatostatin receptor imaging is of high diagnostic value and can guide clinical treatment and predict prognosis, but it has not been widely used in China. Conventional morphological images have advantages in the diagnosis and classification of pNENs. Therefore, it is important to choose a proper image inspection method.
Objective To observe the therapeutic efficacy and postoperative complications of combined surgery and sequential surgery in treating proliferative diabetic retinopathy (PDR) and cataract. Methods The cilinical data of 59 patients (66 eyes) with PDR were retrospectively analyzed. The patients were divided into combinedsurgery group and sequential surgery group. Combined surgery was performed on patients with obvious lens opacity which was an obstacle to the ocular fundus surgery, while sequential surgery was performed on the patients with transparent lens or lens with light opacity on which ocular fundus surgery could be performed. Lens excision in cataractopoiesis could only be performed when the state of ocular fundus was stable and cataractopoiesis was the main cause of vision damage. A total of 28 patients (32 eyes) in combinedsurgery group underwent vitrectomy combined with phacoemulsification and IOL implantation; 31 patients (34 eyes ) in sequentialsurgery group underwent vitrectomy, lens excision and IOL implantation. Corrected visual acuity (BCVA) and complications were observed. The mean followup period was (25plusmn;8.5) months. The measurement data were analyzed with t test and enumeration data with 2 test. Results In combinedsurgery group, visual acuity improvement was achieved in 27 eyes （84.4%）, remained unchanged in 2 eyes （6.3%）and decreased in 3 eyes （9.4%）. In sequentialsurgery group, visual acuity improved in 26 eyes （76.5%）, remained unchanged in 2 eyes（5.8%）and decreased in 6 eyes（17.7%.）. However, anterior chamber fibrin exudation occurred in 4 eyes in the combinedsurgery group and no eyes in the sequentialsurgery group; compared with each other, the difference is statistically significant (chi;2=4.524，P=0.033). Conclusion Combined surgery and sequential surgery are all safe and effective on treating PDR and postoperative complications have no obvious correlation with the surgery procedure.