RESUMO
Purpose/Significance To address the challenge of low willingness to share scientific data among stakeholders in the tradi-tional Chinese medicine(TCM)industry,and to promote standardization,aggregation,sharing,and application of scientific data in the field of TCM.Method/Process By adhering to national standards for scientific data submission and management,integrating technologies such as blockchain and digital watermarking,the study aims to establish atrusted process for the exchange of scientific data in the field of TCM and build a TCM scientific data management platform.Result/Conclusion This platform will provide information technology support for regional TCM scientific data exchange,and effectively improve the efficiency and willingness of scientific data exchange within the region.
RESUMO
Objective:To investigate the diagnostic value of integrated 18F-fluorodeoxyglucose (FDG) PET/MRI multimodal imaging in the grading of adult diffuse gliomas. Methods:A retrospective analysis was performed; 29 patients accepted cranial 18F-FDG PET/MRI multimodal imaging and diagnosed as having adult diffuse gliomas in our center from January 2020 to December 2021 were chosen; their clinical and image data were collected. These patients were divided into low-grade group (WHO grading II, n=13) and high-grade group (WHO grading III and IV, n=16) according to the pathological results confirmed by surgery or biopsy. T1WI, T2WI, DWI, arterial spin labeling (ASL), magnetic resonance spectroscopy (MRS) and PET were performed in these patients. Differences in T1WI and T2WI signs between the two groups were compared. Differences in maximum standard uptake value (SUV max), apparent diffusion coefficient (ADC), choline/ N-acetylaspartate (Cho/NAA), NAA/creatine (Cr), Cho/Cr, relative cerebral blood flow (rCBF) between the two groups were compared. The diagnostic efficacies of above parameters in differentiating high-grade from low-grade adult diffuse gliomas were determined by receiver-operating characteristic (ROC) curves. The predictive probabilities for differentiating high-grade from low-grade adult diffuse gliomas using combined parameters were obtained by binary Logistic regression analysis. Results:There were no statistical differences in T1WI and T2WI signs, proportion of adjacent parenchyma edema, proportion of crossing the midline into the contralateral side, proportion of mass effect, proportion of cystic degeneration/necrosis, or site of growth between low-grade and high-grade groups ( P>0.05). The values of SUV max, ADC, Cho/NAA, Cho/Cr and rCBF were statistically different between the two groups, and the order of diagnostic efficiency was SUV max>ADC>Cho/NAA>rCBF>Cho/Cr>NAA/Cr. SUV max had the highest diagnostic efficacy in differentiating high-grade from low-grade adult diffuse gliomas with an area under the curve (AUC) of 0.894, a sensitivity of 75% and a specificity of 100%; the diagnostic efficacy of combined parameters (mean AUC>0.9) was higher than that of single parameter, and the combined parameters of SUV max and Cho/NAA showed the highest diagnostic efficacy with an AUC of 0.933, a sensitivity of 81.3% and a specificity of 92.3%. Conclusion:The 18F-FDG PET/MRI multimodal imaging is helpful in the grading diagnosis of adult diffuse gliomas, and combination of PET and MRS may play a greater role.
RESUMO
The paper introduces the research idea, design and realization of the distributed Naive Bayesian intelligent diagnosis sys-tem based on Hadoop, makes optimization and improvement according to its application in Traditional Chinese Medicine ( TCM) Hospital of Guangdong Province, including algorithm design improvement and enhancement of accuracy, extensibility and security of the system.
RESUMO
Objective To investigate the risk factors for lower extremity peripheral arterial disease (LEPAD) in elderly patients with Type 2 diabetes mellitus(T2DM).Methods To detect ankle brachial index (ABI) of 356 elderly patients with T2DM,and analyze whether risk factors had correlation with ABI.Results We found that age,systolic blood pressure,HbAlc,2-hours post-prandial (2hpp) plasma glucose had inverse correlation,yet 2hpp C-peptide plasma level,2-hpp insulin level had positive correlation with ABI by bivariate correlation test.Conclusions Age,systolic blood pressure,2hpp plasma glucose,2hpp C-peptide plasma level,2hpp insulin level were related with lower extremity arterial disease in the elderly with T2DM,among which age was the most important risk factor for LEPAD.