This paper realized a portable brain-computer interface (BCI) system tailored for smart healthcare. Through the decoding of steady-state visual evoked potential (SSVEP), this system can rapidly and accurately identify the intentions of subjects, thereby meeting the practical demands of daily medical scenarios. Firstly, an SSVEP stimulation interface and an electroencephalogram (EEG) signal acquisition software were designed, which enable the system to execute multi-target and multi-task operations while also incorporating data visualization functionality. Secondly, the EEG signals recorded from the occipital region were decomposed into eight sub-frequency bands using filter bank canonical correlation analysis (FBCCA). Subsequently, the similarity between each sub-band signal and the reference signals was computed to achieve efficient SSVEP decoding. Finally, 15 subjects were recruited to participate in the online evaluation of the system. The experimental results indicated that in real-world scenarios, the system achieved an average accuracy of 85.19% in identifying the intentions of the subjects, and an information transfer rate (ITR) of 37.52 bit/min. This system was awarded third prize in the Visual BCI Innovation Application Development competition at the 2024 World Robot Contest, validating its effectiveness. In conclusion, this study has developed a portable, multifunctional SSVEP online decoding system, providing an effective approach for human-computer interaction in smart healthcare.
Brain-Computer Interfaces ; Humans ; Evoked Potentials, Visual/physiology* ; Electroencephalography ; Signal Processing, Computer-Assisted ; Software ; Adult ; Male

Objectives:To investigate the association between normal-weight central obesity with new-onset cardiovascular disease and all-cause mortality risk. Methods:A prospective cohort study was conducted,selecting a total of 93885 participants from the Kailuan Study who had their first physical examination in 2006-2007.According to waist circumference (central obesity:male waist circumference ≥90 cm,female waist circumference ≥85 cm;no central obesity:male waist circumference<90 cm,female waist circumference<85 cm) and body mass index (BMI,normal weight:18.5 kg/m2≤BMI<24.0 kg/m2;overweight/obesity:BMI ≥24.0 kg/m2),the participants were divided into 4 groups:normal weight no central obesity group (G1 group),normal weight central obesity group (G2 group),overweight/obesity no central obesity group (G3 group) and overweight/central obesity group (G4 group);Using the Kaplan-Meier method,the cumulative incidence of new-onset cardiovascular diseases (including hemorrhagic stroke,ischemic stroke and myocardial infarction) and all-cause mortality in different groups was calculated,and the Log-rank test was used for intergroup comparisons.Furthermore,the associations between the different groups and the risk of new-onset cardiovascular diseases and all-cause mortality were analyzed using the multivariate Cox proportional hazard regression model. Results:After a median follow-up of 14.97 (14.55,15.17) years,the cumulative incidence of new-onset cardiovascular diseases in G1 group,G2 group,G3 group and G4 group was 7.62％,10.84％,8.67％,12.91％ respectively (log-rank P<0.05) and the cumulative incidence of all-cause mortality was 12.83％,19.72％,10.65％,16.33％ respectively (log-rank P<0.01).After adjusting for confounding factors,Cox regression analysis showed that the HR (95％CI) of new-onset cardiovascular diseases in G2 group,G3 group and G4 group were 1.14 (1.04-1.25),1.07 (1.01-1.14),1.27 (1.21-1.34),respectively compared with G1 group (all P<0.05).The HR (95％CI) of all-cause mortality were 1.06 (1.00-1.14),0.90 (0.85-0.95),0.97 (0.93-1.01) compared with G1 group,and P values were 0.07,<0.01,0.15,respectively.The results of sensitivity analysis were consistent with the above major studies after excluding overweight/obesity and cancer participants during follow-up. Conclusions:Normal-weight central obesity increases the risk of new-onset cardiovascular diseases and all-cause mortality.

Objective:To investigate the correlations between the bone mineral densities and biomechanical properties on different layers of the cancellous bone in the proximal tibia.Methods:Quantitative CT was conducted of the 15 specimens of adult male tibia. Based on the artificial destruction levels at the trabecular bone on the tibial plateau, the 15 specimens were randomly divided into 3 groups ( n=5): group A (cancellous bone on the 1.5 cm layer below the articular cartilage), group B (cancellous bone on the 3.0 cm layer under the articular cartilage) and group C (cancellous bone on the 0 to 3 cm range of the subchondral bone). After standing positions were simulated in the 3 sets of specimens, they were connected to a biomechanical testing machine. Twenty-four sites were selected and subjected to a vertical load of 600 N. Strain values and overall displacement values of the specimens were recorded before and after trabecular bone destruction. The correlations were analyzed between bone density and displacement values in groups A and B. The strain values before and after trabecular bone destruction, as well as the overall deformation values of the specimens were compared between the 3 groups. Results:The bone densities of specimens in groups A and B were negatively correlated with the displacement values before and after destruction ( P<0.05). Comparisons of strain values at the 24 sites before and after trabecular bone destruction within 3 groups: There were statistically significant differences in the strain values at 8 sites between before and after trabecular bone destruction in group A ( P<0.05). Of the 8 sites, 6 showed increased strains which were mainly concentrated around the insertion point of the anterior cruciate ligament and the medial tibial plateau. There were statistically significant differences in the strain values between before and after trabecular bone destruction at 3 sites in group B ( P<0.05). The strains at all the 3 sites increased, mainly concentrated behind the surface below the level of destruction. There were statistically significant differences in the strain values at 10 sites in group C between before and after trabecular bone destruction ( P<0.05). Of the 10 sites, 5 showed a decrease in the strain which was concentrated above the destruction plane, and 5 showed an increase in the strain which was concentrated below the destruction plane. The overall deformation values of the specimens in groups A, B, and C were (0.033±0.003) mm, (0.015±0.003) mm, and (0.066±0.007) mm, respectively, showing statistically significant differences between the 3 groups ( P<0.05) as well as between any 2 groups ( P<0.05). Conclusions:Bone mineral density in the cancellous bone of the proximal tibia has some value in assessment of the bone strength. Destruction of the proximal tibial cancellous bone can significantly change the strain distribution on the proximal tibia. The proximal cancellous bone of the tibia plays a key role in stress support and load conduction.

Objective:To identify the risk factors for functional delayed gastric emptying(FDGE)after retroperitoneal tumor resection.Meth-ods:Sixty-seven patients with postoperative FDGE after retroperitoneal tumor resection from September 2017 to December 2022 admited in Peking University International Hospital were included in the observation group,and 836 normal patients who underwent ret-roperitoneal tumor resection during the same period were included in the control group.Medical histories and clinical treatment data were obtained for each group and compared to identify the risk factors for FDGE after retroperitoneal tumor resection.Results:The overall incid-ence of postoperative FDGE was 7.42%.Factors that were significantly elevated(P<0.05)in the observation group relative to the control group included adverse mental factors(37.31%),preoperative digestive tract obstruction(41.79%),postoperative abdominal cavity complic-ations(79.10%),diabetes(29.86%),average age of(61.85±6.11)years,and blood loss(1 011.94±507.30)mL.Pre-and post-surgery albumin levels[(38.22±3.75)g/L and(30.22±3.36)g/L,respectively]were significantly reduced(P<0.05)in the observation group compared to the control group.Risk factor analyses revealed that advanced age,diabetes,preoperative digestive tract obstruction,intraoperative blood loss,perioperative albumin level,postoperative abdominal cavity complications,and adverse mental factors were correlated with postoperative FDGE.Conclusions:Diverse factors could impact the risk of FDGE after retroperitoneal tumor resection.Patients should be accurately evalu-ated;reasonable and detailed prevention and treatment plans should be developed.

Objective:To investigate the risk factors and their early warning effectiveness for the occurrence of early neurological deterioration (END) in patients with moderate traumatic brain injury (modTBI).Methods:A retrospective cohort study was conducted to analyze the clinical data of 265 patients with modTBI admitted to the Second Affiliated Hospital of Fuyang Normal University from January 2018 to April 2023. There were 165 males and 100 females, with age range of 20-91 years [(59.5±14.4)years]. The patients were divided into END group ( n=46) (17.4%) and non-END group ( n=219) (82.6%) according to whether the Glasgow Coma Score (GCS) decreased by 2 points or more within 72 hours after injury. Data of the two groups were recorded, including gender, age, basic diseases (hypertension and diabetes), cause of injury (traffic injuries, falls, etc), vomiting before admission, admission GCS, first CT scan time, epilepsy, brain contusion, subarachnoid hemorrhage, types of intracranial hematoma (epidural, subdural, and intracerebral hematoma), types of fracture (skull base fracture and skull fracture), laboratory indicators [platelet count (PLT), blood potassium level, serum total calcium concentration, thrombin time (TT), prothrombin time (PT), international normalized ratio (INR), activated partial thromboplastin time (APTT), level of fibrinogen (FIB), and level of D-dimer. Correlations between above-mentioned indicators and occurrence of END among modTBI patients were assessed and the independent risk factors were revealed by univariate and multivariate binary Logistic regression analysis. Receiver operating characteristic (ROC) curve and area under curve (AUC) were used to evaluate the early-warning effectiveness of each risk factor for END. Results:Univariate analysis showed that admission GCS, first CT scan time, epidural hematoma, subdural hematoma, intracerebral hematoma, serum potassium level, FIB and D-dimer were statistically correlated with occurrence of END among modTBI patients ( P<0.05 or 0.01). Multivariate binary Logistic regression analysis showed that admission GCS≤10 points ( OR=0.53, 95% CI 0.34, 0.84, P<0.01), first CT scan time≤2.0 hours ( OR=0.58, 95% CI 0.37, 0.92, P<0.05), epidural hematoma ( OR=0.26, 95% CI 0.10, 0.69, P<0.05), intracerebral hematoma ( OR=0.14, 95% CI 0.04, 0.44, P<0.01), level of FIB≤2.3 g/L ( OR=0.34, 95% CI 0.18, 0.64, P<0.01), level of D-dimer>10.4 mg/L ( OR=1.04, 95% CI 1.02, 1.07, P<0.01) were independent risk factors for END among modTBI patients. ROC curve analysis showed that the first CT scan time had relatively higher early warning value (AUC=0.79, 95% CI 0.74, 0.84), level of D-dimer (AUC=0.75, 95% CI 0.70, 0.80) and level of FIB (AUC=0.70, 95% CI 0.65, 0.76) had moderate early warning value, which was higher than that of admission GCS (AUC=0.62, 95% CI 0.56, 0.68), intracerebral hematoma (AUC=0.62, 95% CI 0.56, 0.68) and epidural hematoma (AUC=0.60, 95% CI 0.54, 0.66). The combination of the risk factors revealed superior early warning efficiency for END (AUC=0.90, 95% CI 0.85, 0.93). Conclusions:Admission GCS≤10 points, first CT scan time≤2.0 hours, epidural hematoma, intracerebral hematoma, level of FIB≤2.3 g/L and level of D-dimer>10.4 mg/L are independent risk factors for END among modTBI patients. The early warning value of the first CT scan is the highest, followed by D-dimer and FIB, and the early warning effectiveness of admission GCS, intracerebral hematoma and epidural hematoma is ordinary.The combination of the above risk factors has better early warning efficiency for occurrence of END among modTBI patients.

Objective:To explore the association between chest high resolution CT (HRCT) scoring and prognostic factors of interstitial lung disease (ILD) in patients with anti-melanoma differentiation-associated gene 5 (MDA5) antibody-positive dermatomyositis (DM).Methods:The patients with DM admitted to Kailuan General Hospital between January 2017 and December 2019 were included into the study including 13 patients with positiveanti-MDA5 antibody (7 survivors, 6 deaths) and 18 patients with anti-synthase (ARS)-antibody positive. All patients underwent chest HRCT prior to treatment. The consolidation, ground-glass opacity (GGO) and fibrosis were scored to assess HRCT findings. The clinical manifestations were compared between the two groups. Cox regression analysis adjusted for age and sex was used to determine the prognostic factors for anti-MDA5 antibody-related ILD.Results:Compared with ARS patients, glutamyl transferase (GGT) and ferritin levels were significantly higher in MDA5-ILD patients [70.0(37.0, 122.5) vs 21.0(16.5, 33.5), Z=-3.37, P=0.001; 977.0(502.5, 1 366.0) vs 307.1(72.3, 546.9) , Z=-3.44, P=0.001]. The cumulative survival rate was significantly lower in patients with positive anti-MDA5 antibody than in those with positive anti-ARS antibody (100% vs 70%, P=0.001). The DM complicated with acute/subacute interstitial pneumonia (A/SIP) were found to significantly relate to death. There were no significant differences in chest HRCT scoringbetween the survivors and the deceased patients [ HR=1.08, 95% CI(0.95, 1.23), P=0.229; HR=0.97, 95% CI(0.72, 1.30), P=0.814]. Conclusion:Anti-MDA5 antibody is an important index for early diagnosis of DM complicated with acute/subacute interstitial pneumonia (A/SIP). The chest HRCT scoreis is not associated with the prognosis of anti-MDA5 antibody-related ILD patients.

Objective:To compare the biomechanical properties of triangular supporting fixation and Gamma nail fixation for intertrochanteric fractures of the femur.Methods:The femoral CT imaging data provided by a healthy adult male volunteer aged 40 years, height 172 cm, and weight 75 kg were used to reconstruct the femur model using Mimics 21.0 software and Geomagics 2013 software. Evans type I intertrochanteric fracture models were established using UG12.0 software, and Gamma nail and triangular supporting intramedullary nail models were reconstructed to simulate intertrochanteric fracture internal fixation, respectively. In Abaqus software, two internal fixation models of Gamma nail and triangular supporting intramedullary nail in standing state are simulated, and the stress peaks of the main nail, fixation screw and bone substance were collected, also the stress peak of supporting screw of the triangular supporting intramedullary nail is obtained. Additionally, the maximum displacement of the fracture model fixed by Gamma nail and triangular supporting intramedullary nail is measured.Results:Under the load of 1 200 N, the peak stress of the two fracture internal fixation models was located in the main nail, in which the peak stress of the triangular supporting intramedullary nail was 233.73 MPa, which was 11.9% lower than that of the Gamma nail (265.21 MPa); the peak stress of the fixation screw was located in the contact area between the pressure screw and the main nail, which was 23.2% lower in triangular supporting intramedullary nail than that of the Gamma nail (138.86 MPa vs. 180.75 MPa); the peak stress of the bone model was located in the medial cortex of the femur, which was 61.67 MPa and 32.38 MPa, respectively, 47.5% lower in the triangular supporting intramedullary nail than that of the Gamma nail; the peak stress of the supporting screw in the triangular supporting intramedullary nail was 92.04 MPa. The maximum displacement of the fracture model fixed with triangular supporting intramedullary nail was 17.34 mm, which was 10.5% less than the maximum displacement of the fracture model fixed with Gamma nail (19.37 mm). Conclusion:Compared with Gamma nail, triangular supporting intramedullary nail fixation can significantly improve the stability of intertrochanteric fractures and stress distribution as well as reduce stress peak and stress concentration area, which is helpful to improve the efficacy of intertrochanteric fractures.

Objective To investigate the improvement and effect of the method of islet extraction in mice. Methods According to different islet extraction methods, all mice were randomly divided into the common bile duct puncture group (n=100) and common bile duct puncture combined with in situ pancreatic injection group (combined injection group, n=100). Common bile duct puncture combined with in situ pancreatic injection was utilized as the modified method. The islets were selected and purified under stereomicroscope. The morphology and purification of islets were identified. The islet yield and success rate of islet extraction were statistically compared between two groups. The survival of islets after 1 week culture in vitro was analyzed, and the insulin secretion function of islets after 24 h and 4 d culture in vitro was evaluated. Results Compared with the common bile duct puncture group, the islet yield in the combined injection group was significantly increased (P < 0.001). The success rate of islet extraction in both groups was 83% with no statistical significance (P > 0.05). The islets extracted by common bile duct puncture combined with in situ pancreatic injection had intact morphology, high purity and high activity. The survival rate of newly isolated islets was nearly 100% after 24 h culture in vitro. After 1~5 d culture in vitro, the islet cells survived well. After 6 d culture in vitro, the islets showed central death. After culture in vitro for 24 h and 4 d, the islet function of the mice was normal after high glucose stimulation. Conclusions Common bile duct puncture combined with in situ pancreatic injection can increase the islet yield, and the obtained islet cells have high activity and proper function.

Objective:To evaluate the clinicopathological features of primary retroperitoneal paragangliomas.Methods:Data of 24 patients with retroperitoneal paragangliomas who underwent surgical treatment in our hospital from Jan 2015 to Dec 2018 was collected and analyzed.Results:Hypertension, abdominal pain/discomfort and headache were the most common complaints while 10 patients were asymptomatic and were diagnosed accidently in routine body examination. Tumor size ranged from 3.4-13.0 cm (6.9±2.5) cm, and all the tumors were located in the vicinity of abdominal aorta and inferior vena cava. All the patients received surgical treatment. Intraoperative blood pressure fluctuations were significantly correlated with prolonged operation time, more blood loss, more blood transfusion and prolonged length of stay (all P<0.05). The median follow-up time was 29 months and 1 patient died from tumor recurrence and progression. The other patients have had a tumor free survival. Conclusions:Surgical resection was the principal treatment of primary paraganglioma. Preoperative assessment was very important for perioperative safety.

Objective:To investigate the pathogeny, diagnosis and treatment of solitary fibrous tumors of the abdomen and pelvis.Methods:Retrospective analysis was made on the clinical data of 12 SFT patients undergoing surgical resection in Peking University International Hospital from Jul 2015 to Jul 2019.Results:All patients underwent radical resection. After operation, complications in clued pelvic hemorrhage in 1 case and ureteral fistula in 1 case, all improved after conservative treatment.According to pathological and immunohistochemical results, 7 cases were MSFT and 5 cases were SFT. All patients were followed up for 2-53 months. 5 cases were recurrent, among which 1 case died of intestinal obstruction caused by tumor compression.Conclusion:The clinical manifestations of solitary fibrous tumors are mostly nonspecific.Imaging examination and puncture pathology are of great significance for preoperative diagnosis. Radical resection is an important means to improve the prognosis of patients.