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.

In the era of big data, neuroimaging and algorithmic analyses have propelled brain science research and brain mapping. Acupuncture, widely recognized as an effective surface stimulation therapy, has demonstrated therapeutic efficacy for various brain conditions such as stroke and depression. However, the mechanisms linking acupuncture to brain function and its modulatory effects on brain activity require systematic exploration. Additionally, there is an urgent need to scientifically reinterpret traditional meridian theory and enhance its clinical applicability. Therefore, we propose the initiative of constructing a "brain mapping atlas of meridian, collateral and body surface stimulation" to explore the patterns linking the therapeutic effects of stimulating the twelve meridians, eight extraordinary vessels, divergent channels, collateral channels, sinew channels, and skin regions to brain function. This initiative aims to provide a scientific interpretation of traditional Chinese medicine meridian theory and enhance its practical applicability. This paper begins by reviewing the current state of brain mapping. It then summarizes existing research on the relationship between acupuncture and the brain, highlighting the necessity of constructing this atlas. The paper further analyzes the methodologies and technical challenges involved. Finally, the potential applications of the brain mapping atlas of meridian, collateral and body surface stimulation, and its main significance in advancing traditional meridian theory to keep pace with the times are prospected.
Humans ; Acupuncture Therapy ; Meridians ; Big Data ; Brain/physiology* ; Brain Mapping

Object·To explore the effects of comorbid obsessive-compulsive personality disorder(OCPD)on the behavioral inhibition system(BIS)/behavioral activation system(BAS)in patients with obsessive-compulsive disorder(OCD).Methods·A total of 247 patients with unmedicated OCD diagnosed in the Mental Health Center,Shanghai Jiao Tong University School of Medicine from 2014 to 2018 were included and divided into an OCD group(n=202),and an OCD+OCPD group(n=45),and 107 healthy controls were recruited as a comparison group.Yale-Brown Obsessive-Compulsion Scale(YBOCS),BIS/BAS Scale,Hamilton Depression Scale(HAMD),and Hamilton Anxiety Scale(HAMA)were used to assess psychopathological features.Gender differences among the three groups were analyzed using the x2 test.One-way analysis of variance(ANOVA)was used to compare differences in demographic characteristics,psychopathological features,and BIS/BAS scores,followed by the least significant difference(LSD)test for pairwise comparisons.Regression analysis was conducted to explore the relationships between psychopathological features and BIS/BAS scores.Results·There were no significant differences in gender,age,and years of education among the three groups.The scores of YBOCS(t=2.925,P=0.004),HAMD(t=2.130,P=0.034)and HAMA(t=2.568,P=0.011)in the OCD+OCPD group were significantly higher than those in the OCD group.There were statistically significant differences in BIS and BAS scores among the three groups(BIS:F=39.573,P＜0.001;BAS:F=3.915,P=0.021).The results showed that for BIS,there were statistically significant differences in pairwise comparisons among the three groups(OCD+OCPD vs OCD:P=0.002;OCD+OCPD vs HC:P＜0.001;OCD vs HC:P＜0.001),and the scores were OCD+OCPD＜OCD＜HC from low to high.For BAS,the OCD group scored significantly higher than the OCD+OCPD and HC groups(OCD+OCPD vs OCD:P=0.018;OCD vs HC:P=0.043),but there was no significant difference between the OCD+OCPD and HC groups.Regression models of BIS and BAS were constructed for OCD patients with OCPD,and the results showed that the overall prediction effect of the model was significant for BIS total scores(F=2.599,P=0.013).Only the severity of OCPD symptoms can significantly predict BIS scores(t=-2.282,P=0.023).For BAS total scores,the overall prediction effect of the model was not significant(F=1.438,P=0.191).Conclusion·Comorbid OCPD may be an adverse factor for abnormal BIS and a protective factor for abnormal BAS in patients with OCD.

Objective To explore the value of deep learning image reconstruction(DLIR)combined with"three low(low radiation dose,low contrast dose,and low contrast injection rate)techniques"of spectrum CT with low keV in optimizing the image quality of portal vein for liver cirrhosis.Methods Sixty patients with liver cirrhosis who underwent computed tomography portal venography(CTPV)were selected and randomly divided into standard protocol group(group A,n=30)and"three-low"protocol group(group B,n=30).The group A with 120 kVp,contrast dose of 1.4 mL/kg,injection rate of 4.0-5.0 mL/s,and reconstructed 50%adaptive statistical iterative reconstruction-Veo(ASIR-V)image.The group B with 80 kVp/140 kVp double instantaneous switching gemstone spectral imaging(GSI)scan,contrast dose of 1.0 mL/kg,injection rate of 3.0-3.5 mL/s,and reconstructed 40 keV DLIR-M and DLIR-H images.The quality of portal vein images,effective dose(ED),contrast dose and injection rate were compared between the two groups.Results The ED of(4.10±1.56)mSv in group B was lower than that of(7.88±1.08)mSv in group A(P<0.001),and the contrast dose of(67.26±8.74)mL in group B was lower than that of(99.12±8.84)mL in group A(P<0.001).The injection rate of 3.0-3.5 mL/s in group B was reduced by 25%-30%compared with group A.Group B had the greatest contrast-to-noise ratio(CNR)and signal-to-noise ratio(SNR)of portal vein in the 40 keV DLIR-H.The subjective image quality scores were in good agreement between the two physicians(Kappa value>0.75).The subjective DLIR score in group B was higher than that in group A.Conclusion DLIR combined with"three low techniques"spectrum CT with low keV can improve the image quality of portal vein in liver cirrhosis patients.

Objective To investigate the relationship between ventricular arterial coupling(VAC)and haemodynamics of patients with sepsis and the predictive value for the 28-day prognosis.Methods A total of 164 patients with sepsis were selected and given fluid resuscitation treatment(infusion of 30 mL/kg of crystalloid over 3 h),and changes of VAC[effective aortic elasticity(Ea)/ventricular end-systolic elasticity(Ees)]values and hemodynamic parameters of patients resuscitated for 0 h,24 h and 72 h were observed.The difference between Ea/Ees for 24 h and 72 h of resuscitation and 0 h was calculated.Pearson method was used to analyze the correlation between Ea/Ees and Δcentral venous pressure(CVP),Δspiratory volume index(SVI)and Δcardiac index(CI).According to the 28-day prognosis,patients were divided into two groups:the survival group(123 cases)and the death group(41 cases).General information was collected in two groups of patients.The predictive values of 24 h ΔEa/Ees and 72 h ΔEa/Ees for 28-day death in sepsis patients were analyzed by multivariate Cox regression models and receiver operating characteristics(ROC)curve.Results The Ea/Ees of 164 patients resuscitated for 24 h and 72 h were lower than those of 0 h,and the Ea/Ees of 72 h was lower than that of 24 h(all P<0.05).CVP,SVI and CI of 164 patients resuscitated for 24 h and 72 h were higher than those of 0 h,and the CVP,SVI and CI of 24 h was higher than that of 72 h(all P<0.05).The 24 h ΔEa/Ees was significantly lower than that of 72 h ΔEa/Ees(P<0.05),and 24 h ΔCVP,SVI and CI were higher than those of 72 h(P<0.05).There was a negative correlation between 24 h ΔEa/Ees and 24 h ΔCVP,24 h ΔSVI and 24 h ΔCI(P<0.05).Acute Physiology and Chronic Health Status Score II(APACHE Ⅱ)≥20 points,Sequential Organ Failure Score(SOFA)≥10 points,24 h ΔEa/Ees and 72 h ΔEa/Ees were higher in the death group than those in the survival group(P<0.05).Elevated APACHE Ⅱ,SOFA,24 h ΔEa/Ees and 72 h ΔEa/Ees were risk factors affecting the 28-day prognosis of patients with sepsis(P<0.05).The 24-hour ΔEa/Ees and 72-hour ΔEa/Ees were more effective in predicting the 28 d prognosis of patients with sepsis(P<0.05).Conclusion Changes of Ea/Ees can better reflect the haemodynamic changes in sepsis patients in the early stages of treatment and help to predict the 28-day prognosis of sepsis patients.

Objective To investigate the relationship between ventricular arterial coupling(VAC)and haemodynamics of patients with sepsis and the predictive value for the 28-day prognosis.Methods A total of 164 patients with sepsis were selected and given fluid resuscitation treatment(infusion of 30 mL/kg of crystalloid over 3 h),and changes of VAC[effective aortic elasticity(Ea)/ventricular end-systolic elasticity(Ees)]values and hemodynamic parameters of patients resuscitated for 0 h,24 h and 72 h were observed.The difference between Ea/Ees for 24 h and 72 h of resuscitation and 0 h was calculated.Pearson method was used to analyze the correlation between Ea/Ees and Δcentral venous pressure(CVP),Δspiratory volume index(SVI)and Δcardiac index(CI).According to the 28-day prognosis,patients were divided into two groups:the survival group(123 cases)and the death group(41 cases).General information was collected in two groups of patients.The predictive values of 24 h ΔEa/Ees and 72 h ΔEa/Ees for 28-day death in sepsis patients were analyzed by multivariate Cox regression models and receiver operating characteristics(ROC)curve.Results The Ea/Ees of 164 patients resuscitated for 24 h and 72 h were lower than those of 0 h,and the Ea/Ees of 72 h was lower than that of 24 h(all P<0.05).CVP,SVI and CI of 164 patients resuscitated for 24 h and 72 h were higher than those of 0 h,and the CVP,SVI and CI of 24 h was higher than that of 72 h(all P<0.05).The 24 h ΔEa/Ees was significantly lower than that of 72 h ΔEa/Ees(P<0.05),and 24 h ΔCVP,SVI and CI were higher than those of 72 h(P<0.05).There was a negative correlation between 24 h ΔEa/Ees and 24 h ΔCVP,24 h ΔSVI and 24 h ΔCI(P<0.05).Acute Physiology and Chronic Health Status Score II(APACHE Ⅱ)≥20 points,Sequential Organ Failure Score(SOFA)≥10 points,24 h ΔEa/Ees and 72 h ΔEa/Ees were higher in the death group than those in the survival group(P<0.05).Elevated APACHE Ⅱ,SOFA,24 h ΔEa/Ees and 72 h ΔEa/Ees were risk factors affecting the 28-day prognosis of patients with sepsis(P<0.05).The 24-hour ΔEa/Ees and 72-hour ΔEa/Ees were more effective in predicting the 28 d prognosis of patients with sepsis(P<0.05).Conclusion Changes of Ea/Ees can better reflect the haemodynamic changes in sepsis patients in the early stages of treatment and help to predict the 28-day prognosis of sepsis patients.

Objective:To evaluate the characteristic manifestations of lumbar fusion following oblique lateral interbody fusion (OLIF), determine the specific incidence of these patterns, and the identify factors associated with fusion characteristics.Methods:This retrospective study analyzed 209 patients who underwent OLIF surgery at Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, between July 2017 and September 2023. The cohort had a mean age of 64.2±9.8 years and included 125 males and 84 females. A total of 338 lumbar segments were assessed, comprising 159 segments treated with stand-alone OLIF (OLIF-SA) and 179 segments treated with OLIF combined with posterior pedicle screw fixation (OLIF-PSF). Inclusion criteria were: patients aged 18-80 years who underwent OLIF with complete radiographic records. Surgical parameters, including fixation method, number of fused segments, surgical approach, and cage dimensions (height and width), were obtained from operative records. Radiographic evaluation included preoperative osteophytes, Hounsfield unit (HU) values of endplates, and cage positioning. Fusion rate, fusion pattern (lateral vs. central), cage subsidence, and related influencing factors were assessed. Clinical outcomes were measured via the Oswestry disability index (ODI) and visual analog scale (VAS) preoperatively, immediately postoperatively, and at 1-year follow-up. Results:The overall fusion rate was 98.2% (332/338), with a non-union rate of 1.8% (6/338). The incidence of lateral fusion was 40.2% (136/338). In the OLIF-SA group, lateral and central fusion rates were 50.3% (80/159) and 49.7% (79/159), respectively, with no cases of non-union. In the OLIF-PSF group, lateral fusion occurred in 31.3% (56/179), central fusion in 65.4% (117/179), and non-union in 3.3% (6/179), with statistically significant differences between groups ( P<0.05). Preoperative osteophytes and higher endplate HU values were significantly associated with lateral fusion ( P<0.05). However, cage dimensions and cage position (anterior-posterior and lateral placement) were not significantly associated with fusion pattern ( P>0.05). Overall, 61.5% (208/338) of segments showed no cage subsidence; 24.5% (83/338) had settling, and 14.0% (47/338) had grade 1 or higher subsidence. Among lateral fusion cases, the rates of no subsidence, anchoring, grade 1, grade 2, and grade 3 subsidence were 67.6%, 21.3%, 7.4%, 3.9%, and 0.7%, respectively. In the central fusion group, these rates were 59.2%, 27.6%, 9.2%, 2.5%, and 1.3%, respectively. In the non-union group, grade 2 and 3 subsidence occurred in 50% (3/6) each, significantly higher than in the other fusion groups ( P<0.05). Post hoc analysis confirmed that grade 2 and 3 subsidence rates were significantly elevated in the non-union group compared to the lateral and central fusion groups, while other subsidence categories showed no significant differences across groups. Clinically, patients showed significant improvements in ODI and VAS scores following surgery ( P<0.05). Conclusions:Lateral fusion occurred in 40.2% of OLIF cases. The OLIF-SA technique, preoperative osteophytes, and elevated preoperative HU values were significantly associated with lateral fusion. In contrast, surgical approach, number of fused segments, cage height, width, and cage positioning did not significantly influence the occurrence of lateral fusion.

Objective To investigate the utility of dual-energy computed tomography(DECT)virtual non-contrast(VNC)images instead of true non-contrast(TNC)images in the quantitative analysis of emphysema.Methods A retrospective selection was con-ducted on 59 patients who underwent chest CT plain scan plus dual-phase enhanced scan on APEX-CT.VNC images of arterial phase(VNCart)and venous phase(VNCven)were generated on AW4.7 workstation.Volume CT dose index(CTDIvol)and dose length product(DLP)were recorded respectively.In a double-blind manner,two physicians graded the severity of each patient's emphysema according to the Fleischner Society's emphysema visual classification system.The"digital lung"detection and analysis platform was used to quantitatively measure emphysema at three thresholds(-950 HU,-930 HU and-910 HU),and the difference in meas-urement results between VNC images and TNC images was compared.Quantitative differences in low attenuation volume(LAV),percentage of low attenuation area(LAA%)and mean lung density(MLD)at the-950 HU threshold were compared using Bland-Altman plots.Results Using TNC images as the standard,there was no significant difference in the results of the visual classifica-tion evaluation of emphysema between TNC and VNC images(χ2=2.80,P=0.247).In quantitative measurement,there was no significant difference in total lung volume(TLV)(χ2=3.26,P=0.196)between the three groups images.Compared to TNC ima-ges,there were no statistically significant differences in LAV,LAA%and MLD of VNCven images at 15th percentile lung density(Perc 15%)and different thresholds(P>0.05).Compared to the TNC mode,the VNC mode could reduce the effective dose(ED)by approximately 32.6%.Conclusion The use of DECT VNCven images on chest has the potential to replace TNC for the quantitative analysis of emphysema,thereby streamlining scans and reducing radiation dose.

Severe open tibiofibular fractures account for approximately 28.1% of all open fractures. Among them, Gustilo-Anderson type IIIB/C fractures present significant clinical challenges due to associated bone and soft tissue defects, high infection rates, and risk of amputation. Inadequate preoperative assessment may lead to suboptimal emergency surgical planning or intraoperative complications. Historically, external fixation was often preferred, but this approach has been associated with limitations such as restricted joint mobility, delayed bone union, joint stiffness, and disuse osteoporosis, resulting in poor functional recovery. With advancements of debridement techniques, standardization of antibiotic use, and popularization of early soft tissue coverage, early internal fixation has gained broader acceptance. Nevertheless, controversies persist regarding the choice of fixation method, timing of definitive fixation, use of reamed versus unreamed intramedullary nailing, and necessity of fibular fixation. To standardize the diagnosis and early management of severe open tibiofibular fractures, reduce complication rates, and improve functional recovery, the Society of Microsurgery of the Chinese Medical Association organized a panel of domestic experts to develop the Evidence-based guideline for the diagnosis and early fixation of severe open tibiofibular fractures ( version 2025), using evidence-based methodology. The guidelines provided 12 recommendations covering diagnostic and early fixation strategies of severe open tibiofibular fractures, aiming to provide clinicians with scientifically grounded and standardized guidance.

Severe open tibiofibular fractures account for approximately 28.1% of all open fractures. Among them, Gustilo-Anderson type IIIB/C fractures present significant clinical challenges due to associated bone and soft tissue defects, high infection rates, and risk of amputation. Inadequate preoperative assessment may lead to suboptimal emergency surgical planning or intraoperative complications. Historically, external fixation was often preferred, but this approach has been associated with limitations such as restricted joint mobility, delayed bone union, joint stiffness, and disuse osteoporosis, resulting in poor functional recovery. With advancements of debridement techniques, standardization of antibiotic use, and popularization of early soft tissue coverage, early internal fixation has gained broader acceptance. Nevertheless, controversies persist regarding the choice of fixation method, timing of definitive fixation, use of reamed versus unreamed intramedullary nailing, and necessity of fibular fixation. To standardize the diagnosis and early management of severe open tibiofibular fractures, reduce complication rates, and improve functional recovery, the Society of Microsurgery of the Chinese Medical Association organized a panel of domestic experts to develop the Evidence-based guideline for the diagnosis and early fixation of severe open tibiofibular fractures ( version 2025), using evidence-based methodology. The guidelines provided 12 recommendations covering diagnostic and early fixation strategies of severe open tibiofibular fractures, aiming to provide clinicians with scientifically grounded and standardized guidance.