Objectives:To investigate the predictive factors of stroke associated-pneumonia (SAP) in patients with acute stroke, develop nomogram and neural network prediction models and verify their predictive performance.Methods:Patients with acute stroke admitted to the First Affiliated Hospital of Kunming Medical University and Zhenxiong County People's Hospital were included retrospectively. Multivariate logistic regression analysis was used to determine the independent predictive factors of SAP, and develop nomogram and neural network prediction models. Receiver operating characteristic curve (ROC) curves were used to validate and compare the predictive performances. Results:A total of 450 patients with acute stroke were enrolled, including 286 males (63.6%), aged 64.28±13.24 years; 344 patientss (76.4%) had ischemic stroke and 106 (23.6%) had hemorrhagic stroke; 128 patients (28.4%) experienced SAP. According to the random number method, they were divided into a modeling cohort ( n=300) and a validation cohort ( n=150). Multivariate logistic regression analysis in the modeling cohort showed that a higher baseline National Institutes of Health Stroke Scale (NIHSS) score, gastric tube placement, use of proton pump inhibitors, heart failure, and higher neutrophil/lymphocyte ratio (NLR) were the independent predictive factors of SAP. ROC curve analysis showed that the area under the ROC curve of the nomogram model for predicting SAP in the modeling cohort and validation cohort was 0.841 (95% confidence interval [ CI] 0.795-0.880) and 0.863 (95% CI 0.798-0.914), respectively. The sensitivity for predicting SAP were 75.00% and 70.45%, respectively, and the specificity was 81.94% and 92.45%, respectively. The area under the ROC curve of the neural network model for predicting SAP in the modeling cohort and validation cohort was 0.847 (95% CI 0.802-0.866) and 0.862 (95% CI 0.796-0.913), respectively. The sensitivity for predicting SAP were 76.19% and 72.73%, and the specificity was 79.17% and 89.62%, respectively. Conclusions:Higher NIHSS score, gastric tube placement, use of proton pump inhibitors, heart failure, and higher NLR are the independent risk factors for SAP in patients with acute stroke. The nomogram and neural network prediction model developed using the above risk factors have higher predictive value for SAP.

Objective By comparison with the surgical resection,to evaluate the relapse-free survival(RFS),overall survival(OS),and clinical safety of transcatheter hepatic arterial chemoembolization(TACE)combined with microwave ablation(MWA)in the treatment of early primary hepatocellular carcinoma(HCC).Methods From January 2013 to January 2018 at authors'hospital,51 HCC patients received TACE combined with MWA(TACE+MWA group)and 58 HCC patients received surgical resection(RES group).The HCC lesions were single tumor with diameter ≤7 cm or multiple tumors with stage Ⅰ a-Ⅱ a meeting the"up-to-7"criteria.The postoperative RFS,OS,and clinical safety were compared between the two groups.Results The one-,3-and 5-year RFS in the TACE+MWA group were 84.3％,37.3％and 13.7％respectively,which in the RES group were 67.2％,27.6％and 13.8％respectively.The difference in the one-year RFS between the two groups was statistically significant(P=0.039),and the differences in the 3-and 5-year RFS between the two groups were not statistically significant(P=0.281 and P=0.992,respectively).The one-,3-and 5-year survival rates in the TACE+MWA group were 98％,62.7％and 45.1％respectively,which in the RES group were 94.8％,75.9％and 44.8％respectively,and the differences between the two groups were not statistically significant(P=0.704,P=0.137 and P=0.977 respectively).No treatment-related death occurred in both groups.In the TACE+MWA group,the main complications included transient embolism syndrome,abdominal pain during ablation procedure,and mild to moderate transient elevation of transaminase after treatment.In the RES group,the main postoperative complications included fever,pleural effusion,abdominal effusion,and intraoperative bleeding;and in one patient the postoperative liver function impairment worsened to Child grade C.The average cost of hospitalization in the TACE+MWA group was(39 834.98±6 717.38)Chinese yuan,which in the RES group was(49 042.59±11 810.69)Chinese yuan,the difference between the two groups was statistically significant(P=0.017).The hospitalization length in the TACE+MWA group was 23 days(19-28 days),which in the RES group was 21 days(17-25 days),and the difference between the two groups was not statistically significant(P=0.196).Conclusion For the treatment of early HCC,TACE combined with MWA has reliable curative effect,and also has the advantages of being safe and economical.Therefore,this therapy can be used as a preferred option of non-surgical treatment for single tumor with ≤7 cm diameter or multiple tumors with stage Ⅰ a-Ⅱa meeting"up-to-7"criteria.(J Intervent Radiol,2024,33:488-494)

Objective:To construct the impact factor model of primary traditional Chinese medicine (TCM) health management service quality, and put forward corresponding policy suggestions.Methods:In this cross-sectional study, the typical sampling and random sampling method were used to select 39 insiders of primary TCM health management service from 15 communities in Zhejiang Province from August to October in 2022. Interviews on service projects, implementation effects and impact factors were conducted, the three-level coding of interview record was carried out using the grounded theory research method, a model of impact factor for health management service quality of basic TCM was constructed, and the corresponding policy recommendations were put forward.Results:Based on the open coding of 39 original interview data, a total of 516 reference points were obtained, and 53 initial concepts related to the topic were formed and summarized into 17 first-level categories. Through the summary of main axis coding, 6 main categories of “policy environment”，“health literacy”，“community orientation”，“capacity building”，“health preference” and “conflict of interest” were extracted. The logical correlation between the six main categories were analyzed with selective coding, an impact factor model was constructed in accordance with the story line of factors affecting service quality. The story line of this model was as follows: first, the policy environment was the external guarantee of community TCM service quality; second, as the demand-side of the services, the health literacy and requirement of residents was the regulatory factor for service quality; in addition, the community played the role of the supply-side of the services, the service ability construction was the key factor, and the community functions and target orientation was the internal driving factor, meanwhile, the internal/external conflicts of interest had a negative constraint on the service quality.Conclusions:The guarantee intensity of external policy environment is limited, the service demand side pays insufficient attention, and the service supply side functions are absent at the present stage. It is necessary to improve the external policy environment, deepen the connection between supply and demand sides in the field of TCM health service, promote the capacity building of TCM service at the grass-roots level, balance the interests of relevant departments of TCM service, in order to improve the quality of TCM health management service at the grass-roots level.