Objective To propose a lightweight end-to-end neural network model for automated Korotkoff sound phase recognition and subsequent blood pressure (BP) measurement, aiming to improve measurement accuracy and population adaptability. Methods We developed a streamlined architecture integrating depthwise separable convolution (DSConv), multi-head attention (MHA), and bidirectional gated recurrent unit (BiGRU). The model directly processes Korotkoff sound time-series signals to identify auscultatory phases. Systolic BP (SBP) and diastolic BP (DBP) were determined using phase Ⅰ and phaseⅤdetections, respectively. Given the clinical relevance of phase Ⅳ for specific populations (e.g., children and pregnant women, denoted as DBPⅣ), BP values from this phase were also recorded.Results The study enrolled 106 volunteers with 70 males and 36 females at mean age of (40.0±12.0) years. The model achieved 94.25% phase recognition accuracy. Measurement errors were (0.1±2.5) mm Hg (SBP), (0.9±3.4) mm Hg (DBPⅣ), and (0.8±2.6) mm Hg (DBP). Conclusion Our method enables precise phase recognition and BP measurement, demonstrating potential for developing population-adaptive blood pressure monitoring systems.

Objective:To investigate the effects of CO2 intracavitary laser combined with pelvic floor magnetic stimulation on surface electromyography(sEMG)values and pelvic floor three-dimensional ultrasound parameters in female patients with stress urinary incontinence(SUI).Methods:A prospective study was conducted on 92 female SUI patients treated at the outpatient department of Meizhou People's Hospital from October 2021 to July 2023.The patients were randomly divided into an observation group and a control group(n=46 each)using a random number table.Both groups received home-based pelvic floor muscle training.The control group additionally received pelvic floor magnetic stimulation,while the observation group was treated with CO2 intracavitary laser combined with pelvic floor magnetic stimulation.The urinary leakage status,treatment efficacy,pelvic floor muscle sEMG,pelvic floor three-dimensional ultrasound parameters,quality of life,and sexual quality of life were compared between the two groups.Assessments included the International Consultation on Incontinence Questionnaire-Short Form(ICIQ-SF),the Incontinence Impact Questionnaire-Short Form(IIQ-7),and the Pelvic Organ Prolapse/Urinary Incontinence Sexual Questionnaire(PISQ-12).Results:1-hour leakage volume:0 g(observation group)vs.3 g(control group),24-hour leakage episodes:0 times(observation group)vs.0 times(control group),the observed differences were statistically significant(Z=-2.866,-2.355,P<0.05).Total effective rate:95.65%(observation)vs.58.70%(control),the observed differences were statistically significant(x2=4.083,P<0.05).Pelvic floor muscle sEMG(after treatment):Maximal fast contraction:(40.78±3.28)μV(observation)vs.(35.17±5.10)μV(control),Mean tonic contraction:(31.56±4.20)μV(observation)vs.(25.87±3.82)μV(control),Mean endurance contraction:(29.34±2.58)μV(observation)vs.(25.37±2.67)μV(control),all differences between the two groups were statistically significant(t=2.736,19.919,3.025,15.426,P<0.05).After treatment,both groups showed reductions in bladder neck descent(BND)during Valsalva maneuver,bladder-symphysis distance(BSD),urethral rotation angle(URA),and posterior vesicourethral angle(RVA).However,the observation group demonstrated significantly greater reductions compared to the control group(post-treatment data:observation group(24.30±3.21)mm,(2.34±0.23)mm,(56.40±5.87)°,(89.54±9.21)°;control group(26.21±3.48)mm,(3.57±0.35)mm,(60.29±6.45)°,(126.71±13.50)°.These differences were statistically significant(t=2.736,19.919,3.025,15.426,P<0.05).Similarly,both groups exhibited decreased scores on the ICIQ-SF and IIQ-7 scales,along with increased scores on the PISQ-12.Again,the observation group showed superior improvement,with statistically significant differences(t=11.478,13.168,6.631,P<0.05).Conclusion:On the basis of pelvic floor muscle training,CO2 intracavitary laser therapy combined with pelvic floor magnetic stimulation can effectively alleviate urinary incontinence symptoms in patients with female stress urinary incontinence(FSUI),enhance therapeutic efficacy,improve pelvic floor muscle strength and the stability of pelvic support structures,and promote quality of life and sexual function.

Objective:To investigate the effects of CO2 intracavitary laser combined with pelvic floor magnetic stimulation on surface electromyography(sEMG)values and pelvic floor three-dimensional ultrasound parameters in female patients with stress urinary incontinence(SUI).Methods:A prospective study was conducted on 92 female SUI patients treated at the outpatient department of Meizhou People's Hospital from October 2021 to July 2023.The patients were randomly divided into an observation group and a control group(n=46 each)using a random number table.Both groups received home-based pelvic floor muscle training.The control group additionally received pelvic floor magnetic stimulation,while the observation group was treated with CO2 intracavitary laser combined with pelvic floor magnetic stimulation.The urinary leakage status,treatment efficacy,pelvic floor muscle sEMG,pelvic floor three-dimensional ultrasound parameters,quality of life,and sexual quality of life were compared between the two groups.Assessments included the International Consultation on Incontinence Questionnaire-Short Form(ICIQ-SF),the Incontinence Impact Questionnaire-Short Form(IIQ-7),and the Pelvic Organ Prolapse/Urinary Incontinence Sexual Questionnaire(PISQ-12).Results:1-hour leakage volume:0 g(observation group)vs.3 g(control group),24-hour leakage episodes:0 times(observation group)vs.0 times(control group),the observed differences were statistically significant(Z=-2.866,-2.355,P<0.05).Total effective rate:95.65%(observation)vs.58.70%(control),the observed differences were statistically significant(x2=4.083,P<0.05).Pelvic floor muscle sEMG(after treatment):Maximal fast contraction:(40.78±3.28)μV(observation)vs.(35.17±5.10)μV(control),Mean tonic contraction:(31.56±4.20)μV(observation)vs.(25.87±3.82)μV(control),Mean endurance contraction:(29.34±2.58)μV(observation)vs.(25.37±2.67)μV(control),all differences between the two groups were statistically significant(t=2.736,19.919,3.025,15.426,P<0.05).After treatment,both groups showed reductions in bladder neck descent(BND)during Valsalva maneuver,bladder-symphysis distance(BSD),urethral rotation angle(URA),and posterior vesicourethral angle(RVA).However,the observation group demonstrated significantly greater reductions compared to the control group(post-treatment data:observation group(24.30±3.21)mm,(2.34±0.23)mm,(56.40±5.87)°,(89.54±9.21)°;control group(26.21±3.48)mm,(3.57±0.35)mm,(60.29±6.45)°,(126.71±13.50)°.These differences were statistically significant(t=2.736,19.919,3.025,15.426,P<0.05).Similarly,both groups exhibited decreased scores on the ICIQ-SF and IIQ-7 scales,along with increased scores on the PISQ-12.Again,the observation group showed superior improvement,with statistically significant differences(t=11.478,13.168,6.631,P<0.05).Conclusion:On the basis of pelvic floor muscle training,CO2 intracavitary laser therapy combined with pelvic floor magnetic stimulation can effectively alleviate urinary incontinence symptoms in patients with female stress urinary incontinence(FSUI),enhance therapeutic efficacy,improve pelvic floor muscle strength and the stability of pelvic support structures,and promote quality of life and sexual function.

Staphylococcus aureus has the ability to invade bovine mammary epithelial cells and cause persistent intracellular infections.For diagnosing mastitis in cows caused by the bacterial in-fections,it is necessary to determine whether there is a persistent intracellular infection by S.au-reus within mammary epithelial cells,and to establish scientific treatment strategies and imple-ment proactive management decisions.The content of this study is the establishment of a brand new diagnostic method aimed at confirming this type of bovine disease efficiently and cost-effec-tively.The diagnostic procedure is as follows:Add 100 μL S.aureus liquid culture with a concentra-tion of 8.5 ×1010 CFU/mL to the well-grown bovine mammary epithelial cell line and co-culture at 37 degrees Celsius for 2 h to establish an intracellular infection model;After the co-cultivation is completed,add 100 μL of lysostaphin to the dish to thoroughly eliminate extracellular S.aureus.It can be confirmed that the model has been successfully established that black spherical bacteria with a diameter of approximately 1μm are observed within the sample cells using a transmission e-lectron microscope.Intracellular infection is evidenced by the observation of DNA-staining positive material within the cytoplasm of DAPI-stained sample cells,as observed through a laser confocal microscope.The sample is subjected to gram staining after being treated with 200 μL of 0.5％Tri-tonX-100 for 15 min,and intracellular infection is observed within the cytoplasm of the sample cells with Gram-positive results under oil immersion microscopy.The results of the novel"Tri-tonX-100 & gram staining method"validate that the presence of Staphylococcus aureus individu-als within bovine mammary epithelial cells is consistent with images observed under transmission electron microscopy and laser confocal microscopy.The verification results indicate that the"Tri-tonX-100 & gram staining method"is suitable for the diagnosis of S.aureus persistent intracellu-lar infection in bovine mastitis.Later,somatic cells from milk were extracted by gradient centrifu-gation and purified to obtain bovine mammary epithelial cells for clinical testing of 70 S.aureus positive mastitis cattle,which showed a positive rate of 82.9％and a negative rate of 17.1％.

Staphylococcus aureus has the ability to invade bovine mammary epithelial cells and cause persistent intracellular infections.For diagnosing mastitis in cows caused by the bacterial in-fections,it is necessary to determine whether there is a persistent intracellular infection by S.au-reus within mammary epithelial cells,and to establish scientific treatment strategies and imple-ment proactive management decisions.The content of this study is the establishment of a brand new diagnostic method aimed at confirming this type of bovine disease efficiently and cost-effec-tively.The diagnostic procedure is as follows:Add 100 μL S.aureus liquid culture with a concentra-tion of 8.5 ×1010 CFU/mL to the well-grown bovine mammary epithelial cell line and co-culture at 37 degrees Celsius for 2 h to establish an intracellular infection model;After the co-cultivation is completed,add 100 μL of lysostaphin to the dish to thoroughly eliminate extracellular S.aureus.It can be confirmed that the model has been successfully established that black spherical bacteria with a diameter of approximately 1μm are observed within the sample cells using a transmission e-lectron microscope.Intracellular infection is evidenced by the observation of DNA-staining positive material within the cytoplasm of DAPI-stained sample cells,as observed through a laser confocal microscope.The sample is subjected to gram staining after being treated with 200 μL of 0.5％Tri-tonX-100 for 15 min,and intracellular infection is observed within the cytoplasm of the sample cells with Gram-positive results under oil immersion microscopy.The results of the novel"Tri-tonX-100 & gram staining method"validate that the presence of Staphylococcus aureus individu-als within bovine mammary epithelial cells is consistent with images observed under transmission electron microscopy and laser confocal microscopy.The verification results indicate that the"Tri-tonX-100 & gram staining method"is suitable for the diagnosis of S.aureus persistent intracellu-lar infection in bovine mastitis.Later,somatic cells from milk were extracted by gradient centrifu-gation and purified to obtain bovine mammary epithelial cells for clinical testing of 70 S.aureus positive mastitis cattle,which showed a positive rate of 82.9％and a negative rate of 17.1％.

ObjectiveTo establish a theoretical system of pharmacokinetic and spectrokinetic dose-time characterization of traditional Chinese medicine（TCM）. By analyzing the pharmacokinetic and spectrokinetic behaviors of Lonicerae Flos， Houttuyniae Herba injection， Lonicerae Japonicae Flosand Buyang Huanwutang， this paper compared the similarities and differences of the three methods for characterizing the dose-time relationship， namely half-life， statistical moment and statistics， in order to find the most suitable method for characterizing the relationship. MethodTen mice were randomly selected from 100 Kunming mice as the blank group， and the remaining mice were coated with xylene in the auricle to establish the acute inflammation model of ear swelling. After successful modeling， the mice were gavaged with aqueous extract of Lonicerae Flos（30 g∙kg^-1）， and the blank group was gavaged with an equal volume of normal saline. The plasma of mice was collected at different time points to determine the content changes of components. At the same time， the pharmacokinetic results of Houttuyniae Herba injection， Lonicerae Japonicae Flos and Buyang Huanwutang were included， and the pharmacokinetic and spectrokinetic parameters were calculated. Then the difference in the time of calculating 95% total component content of metabolism by half-life method， statistical moment method and statistical method was compared. ResultOn the basis of the half-life method， the mathematical expressions of statistical moment method and statistical method suitable for the characterization of dose-time relationship of multi-component system of TCM were established. The results showed that the pharmacokinetic parameters of the individual components in Lonicerae Flos varied， with cryptochlorogenic acid and rutin showing a two-compartment model and the other components showing a one-compartment model. After calculation of spectrokinetic similarity， the metabolic patterns among the components contained in Houttuyniae Herba injection， Lonicerae Japonicae Flos， Lonicerae Flos and Buyang Huanwutang were different and varied greatly in vivo. The time to metabolize 95% of the total components of the four research subjects in vivo was calculated by the half-life method， statistical moment method and statistical method， and it was found that the difference between statistical moment method and half-life method was large， and the difference between statistical moment method and statistical method was small. ConclusionStatistical method not only reflects the characteristics of statistical moment method， characterizes the dispersion degree of each component， but also can be associated with fingerprint to form spectrokinetics， characterizing the dose-time relationship of 95% of drug components， which is a more desirable method to characterize the dose-time relationship of the component groups in TCM.

Objective To observe the changes in serum a proliferation inducing ligand(a proliferation inducing ligand,APRIL)and N-myc downstream regulated gene 1(N-myc downstream regulated gene 1,NDRG1)levels,and analyze their diagnostic value for ovarian endometrioma(OEM).Methods From July 2021 to July 2022,132 patients with OEM who visited Zigong First People's Hospital were regarded as the observation group,and regular follow-up was conducted.According to the prognosis of these patients,they were grouped into the recurrence group(n=50)and the non recurrence group(n=82).Meanwhile,78 healthy individuals who had their medical checkups at the hospital during the same period were the control group.Enzyme linked immunosorbent assay(ELISA)was applied to detect serum APRIL and NDRG1 levels,and the general data of the recurrent and non recurrent groups were compared.Logistic regression analysis was applied to analyze the relevant factors affecting the prognosis of OEM.Pearson analysis was applied to explore the correlation between serum APRIL and NDRG1 levels in patients with OEM.Receiver operating characteristic(ROC)curve was applied to evaluate the diagnostic value of serum APRIL,NDRG1 levels and their combination for OEM.Results Compared with the control group,APRIL level(35.28±6.81ng/ml vs 26.37±3.19ng/ml)and NDRG1 level(124.39±15.67μg/L vs 9.67±10.82μg/L)in observation group were increased,and the differences were significant(t=10.864,17.278,all P<0.05).Compared with the non recurrence group,the serum levels of APRIL(40.38±7.88ng/ml vs 32.16±6.18ng/ml)and NDRG1(132.04±19.83μg/L vs 119.73±13.16μg/L)in the recurrence group were increased,and the differences were significant(t=6.668,4.287,all P<0.05).Logistic regression analysis showed that serum APRIL and NDRG1 levels were risk factors for the prognosis of patients with OEM(Waldχ2=11.839,28.437,all P＜0.001).Pearson method analysis results showed a positive correlation between serum APRIL level and NDRG1 level in patients with OEM(r=0.439,P<0.001).The area under the curve(AUC)of combined diagnosis of serum APRIL and NDRG1 levels in patients with OEM was 0.849,with a sensitivity and specificity of 73.95%and 85.37%,respectively,which was better than the single prediction of APRIL and NDRG1(Z =2.644,2.094,P=0.008,0.036).Conclusion The serum levels of APRIL and NDRG1 were increased in patients with OEM.The combination of the two has high clinical value in the diagnosis of OEM,which may be closely related to the prognosis of patients with OEM.

Objective To propose a heart sound segmentation method based on multi-feature fusion network. Methods Data were obtained from the CinC/PhysioNet 2016 Challenge dataset (a total of 3 153 recordings from 764 patients, about 91.93% of whom were male, with an average age of 30.36 years). Firstly the features were extracted in time domain and time-frequency domain respectively, and reduced redundant features by feature dimensionality reduction. Then, we selected optimal features separately from the two feature spaces that performed best through feature selection. Next, the multi-feature fusion was completed through multi-scale dilated convolution, cooperative fusion, and channel attention mechanism. Finally, the fused features were fed into a bidirectional gated recurrent unit (BiGRU) network to heart sound segmentation results. Results The proposed method achieved precision, recall and F1 score of 96.70%, 96.99%, and 96.84% respectively. Conclusion The multi-feature fusion network proposed in this study has better heart sound segmentation performance, which can provide high-accuracy heart sound segmentation technology support for the design of automatic analysis of heart diseases based on heart sounds.

OBJECTIVE:Percutaneous sacroiliac screw internal fixation has become the main surgical procedure for the treatment of posterior pelvic ring fractures;however,the unassisted closure operation requires high operator experience and repeated fluoroscopy increases the radiation hazard for patients and medical personnel.This article compares the clinical efficacy of robot-assisted versus unassisted percutaneous sacroiliac screw placement for posterior pelvic ring fractures by meta-analysis. METHODS:Computer searches of CNKI,WanFang,VIP,CBM,PubMed,Embase,Cochrane Library and ClinicalTrials.gov were conducted from the time of database inception to December 2022.The literature on the clinical efficacy of robot-assisted versus freehand percutaneous sacroiliac screw placement in the treatment of posterior pelvic ring fractures was collected in and outside China.The data were independently screened and extracted by two investigators according to the inclusion and exclusion criteria,respectively.The quality of randomized controlled trials was evaluated using Cochrane risk assessment criteria.The quality of included cohort studies was assessed using the Newcastle-Ottawa Scale.Meta-analysis was performed using RevMan 5.4 software for inclusion metrics.Outcome metrics included operative time,intraoperative bleeding,fluoroscopy time,fluoroscopy frequency,number of holes drilled,Majeed postoperative function score,the excellent and good rates of Matta fracture reduction,the excellent and good rates of Gras screw position,fracture healing time and complications. RESULTS:(1)A total of 13 publications were included,2 were randomized controlled trials both referring to randomized methods,11 non-randomized controlled studies were evaluated for quality of literature according to the Newcastle-Ottawa Scale,1 scored 8,9 scored 7;and 1 scored 6;the quality of literature was good.A total of 748 patients were included,including 430 in the robot-assisted group and 318 in the freehand group.(2)The results of the meta-analysis showed that the operative time(MD=-28.30,95%CI:-40.20 to-16.40),intraoperative bleeding(MD=-6.36,95%CI:-10.06 to-2.66),intraoperative fluoroscopy time(MD=-12.13,95%CI:-19.54 to-4.72),intraoperative fluoroscopy frequency(MD=-17.39,95%CI:-29.00 to-5.78),number of intraoperative needle drillings(SMD=-9.50,95%CI:-14.27 to-4.73)and the excellent and good rates of Gras screw position(OR=8.65,95%Cl:3.26-22.92)in the robot-assisted group were significantly better than those in the freehand group(P<0.05).(3)In the robot-assisted group,the overall postoperative complication rate was significantly reduced(OR=0.10,95%Cl:0.02-0.48,P<0.05).(4)No significant difference was detected in fracture healing time(MD=-0.08,95%CI:-0.21,0.06),the excellent and good rates of Matta fracture repositioning rate(OR=2.06,95%Cl:0.97-4.39),and Majeed functional score(MD=0.91,95%CI:-0.31-2.13)between both groups(P>0.05). CONCLUSION:Compared with freehand sacroiliac joint nailing,robotic assistance shortens the operative time,reduces intraoperative bleeding,decreases radiation damage to patients and medical staff,improves the excellent and good rate of screw position,and reduces the overall incidence of postoperative complications in patients,but there was no significant improvement in fracture reduction quality,fracture healing time,and postoperative function.In the future,more large-sample,multicenter,and high-quality randomized controlled trials are still needed to verify.

Objective:To analyze the application value of 18F-FDG PET in the preoperative evaluation of patients with extratemporal lobe epilepsy (ETLE) and explore improved methods to enhance its localization accuracy. Methods:A total of 41 patients (25 males, 16 females, age (22.7±7.5) years) who underwent surgery and ultimately confirmed ETLE in Peking Union Medical College Hospital between January 2006 and November 2022 were enrolled. The accuracy of preoperative independent 18F-FDG PET imaging and the combined application of 18F-FDG PET and MRI in detecting epileptogenic foci and their impacts on treatment decisions were retrospectively analyzed by using visual and semi-quantitative methods. Fisher′s exact test was used to analyze the data. Results:In all 41 patients, 40 cases were found metabolic abnormalities in extratemporal lobe by independent 18F-FDG PET based on visual analysis. Among them, 26 showed unifocal metabolic abnormalities, which were localized as epileptogenic foci. Fourteen patients showed multifocal metabolic abnormalities, and the epileptogenic foci were further verified in 8 cases through semi-quantitative analysis. In 1 case with negative PET visual analysis, a micro-metabolism focus was found at the abnormal MRI signal area. Among 13 patients with negative independent MRI, 9 were found microstructures abnormalities in brain regions with hypometabolism. 18F-FDG PET improved clinical decision-making in 18 patients (43.9%, 18/41). There were 30 patients (73.2%, 30/41) with seizure-free postsurgery, and the prognosis was not significantly different between patients with unifocal 18F-FDG PET metabolic pattern and those with multifocal ones (73.1%(19/26) vs 10/14, P=1.000). Conclusions:18F-FDG PET can be a useful diagnostic tool for patients with ETLE. Semi-quantitative analysis helps to detect more epileptogenic foci with multifocal metabolic abnormalities. The combined evaluation of 18F-FDG PET and MRI can improve the accuracy in localizing epileptogenic foci outside the temporal lobe.