Heart sound signal is a kind of physiological signal with nonlinear and nonstationary features. In order to improve the accuracy and efficiency of the phonocardiogram (PCG) classification, a new method was proposed by means of support vector machine (SVM) in which the complete ensemble empirical modal decomposition with adaptive noise (CEEMDAN) permutation entropy was as the eigenvector of heart sound signal. Firstly, the PCG was decomposed by CEEMDAN into a number of intrinsic mode functions (IMFs) from high to low frequency. Secondly, the IMFs were sifted according to the correlation coefficient, energy factor and signal-to-noise ratio. Then the instantaneous frequency was extracted by Hilbert transform, and its permutation entropy was constituted into eigenvector. Finally, the accuracy of the method was verified by using a hundred PCG samples selected from the 2016 PhysioNet/CinC Challenge. The results showed that the accuracy rate of the proposed method could reach up to 87%. In comparison with the traditional EMD and EEMD permutation entropy methods, the accuracy rate was increased by 18%–24%, which demonstrates the efficiency of the proposed method.
ObjectivesTo analyze the citation of evidence in traditional Chinese medicine (TCM) clinical pathways in China, and to provide suggestions for future development and revision of TCM clinical pathways.MethodsTCM clinical pathways released on the websites of national administration of TCM and China association of Chinese medicine were obtained, with the retrieval time limit to June 2019. Two researchers separately utilized the Excel to extract data and performed a descriptive analysis.ResultsA total of 405 TCM clinical pathways were included, involving internal medicine, surgery, gynecology and pediatrics. Internal medicine accounted for the largest proportion of the TCM clinical pathways (133). All the 405 pathways cited references as evidence, among which the maximum and minimum quantities of cited references were 11 and 1, respectively, and the median was 3. More than 90% of the TCM clinical pathways cited the evidence in the parts of diagnosis and efficacy evaluation. For parts of TCM and western medicine treatment, the proportion of TCM clinical pathways which cited evidence was less than 75%; for parts of rehabilitation and nursing, the proportion of TCM clinical pathways which cited evidence was less than 2%. The types of evidence being cited were standard indicators (683), clinical practice guidelines (488), textbooks (236), consensus opinions, ancient books and clinical surveys. The released time was reported in 89.25% of the cited evidence; the largest time interval was between the release time of the standard indicators (evidence) and that of the TCM pathways. Among the evidence released more than 15 years before the release of the TCM pathways, the proportion of standard indicators was the highest (57.12%).ConclusionsThe published TCM clinical pathways are all developed based on evidence, however, the evidence citation ratio in different parts varies greatly. In some TCM clinical pathways, the cited evidences are not reported normatively, and some evidence are poor in timeliness.
ObjectiveTo investigate the feasibility and effectiveness of repairing temporal skin and soft tissue defects and reconstructing sideburns with superficial temporal artery composite perforator flap.MethodsBetween January 2018 and January 2019, 12 patients with temporal tumors were treated. There were 5 males and 7 females with an average age of 51 years (range, 37-68 years). There were 8 cases of basal cell carcinoma and 4 cases of squamous cell carcinoma. The disease duration ranged from 3 months to 4 years (mean, 13 months). The area of residual wound after tumor resection was 3.8 cm×2.5 cm-5.2 cm×3.5 cm. The superficial temporal artery composite perforator flap was designed. The hairy superficial temporal artery frontal branch perforator flap was used to repair the hair growing area and reconstruct the sideburn; and the area of the flap was 2.5 cm×1.0 cm-4.2 cm×3.0 cm. And the superficial temporal artery descending branch perforator flap without hair was used to repair the hair-free area; and the area of the flap was 2.5 cm×1.5 cm-7.5 cm×4.0 cm. The donor sites were sutured directly.ResultsAll flaps survived, and the incisions at the donor and recipient sites healed by first intention. Eleven patients were followed up 6-12 months (mean, 9 months). The incisions were not obvious. The flaps were flat and the color of the flaps were not significantly different from the surrounding skin. The reconstructed sideburns were consistent with the healthy side and the facial appearance was satisfactory. No local tumor recurred during follow-up.ConclusionFor the temporal skin and soft tissue defects involving the sideburn, the superficial temporal artery composite perforator flap can be used to repair subunits with different aesthetic characteristics in sections and has the advantages of operating simply, obtaining satisfied facial appearance, and little effect on the donor site.
In the process of guideline development and construction of clinical questions, it is necessary to guide clinicians to propose clinical problems into PICO (population, intervention, control, outcome) structured clinical questions. However, there are still unclear criteria to define and judge the appropriateness of the width of the PICO elements of a clinical question. Either too wide or too narrow can make the PICO question unsuitable to be a question for clinical practice guidelines to answer. We graded the clinical questions to be eight grades (3, 2, 1, 0, −1, −2, −3, mixed) according to the number of the PIC elements, which obviously needed to be adjusted to evaluate applicability of the appropriateness of the width of the clinical questions. Our work can provide methodological references for clinicians and guideline developers.
When prioritizing clinical questions in the development of the clinical practice guidelines, clinical questions with high recognition and low variability, or high score and less disagreement among experts were often prioritized, while questions with high recognition but high variability were excluded. By this approach, clinical questions with practical value but also showed high variability due to different causes were not accepted as priorities. There were some methodological and clinical limitations by doing so. By summarizing the causes and connotations of expert opinion variability in terms of clinical experience, expertise and values, this paper analyzed the advantages of the variability quantification application, and proposed corresponding methodological recommendations, so as to provide references for guideline developers in the priority selection of clinical questions.
After the completion of a clinical trial, its conclusion generally depends on the results of statistical analysis of the main outcome, that is, whether the P-value in the hypothesis test is less than the α level of the hypothesis test, usually α=0.05. The size of the P-value indicates the sufficient degree of reason for making the hypothesis judgment, and can be interpreted as to determine whether a conclusion is statistically significant but does not involve the difference in the degree of drug effects or other effects. Fragility index, which is, the minimum number of patients required to change the occurrence of a target outcome event to a non-target outcome event from a statistically significant outcome to a non-significant outcome, can be used to assist in understanding of clinical trial statistical inference results and assisting in clinical decision making This paper discusses the concept, calculation method and clinical application of the fragility index, and recommends that the fragility index be routinely reported in all future randomized controlled trials to help patient clinicians and policymakers make appropriate and optimal decisions.