Objective To develop a data-driven model for estimating tangential ground reaction force(GRFt)from lower limb kinematic data and select the most suitable input based on a balance between input quantity and estimation accuracy,with the aim of measuring GRFt in outdoor gait experiments.Methods Gait data from ten subjects walking at five different inclines(-10°,-5°,0°,5°,10°)were used to train two data-driven models,namely a backpropagation neural network(BPNN)-based model and a polynomial sparse identification(PSI)-based model.The performance of these models was evaluated using eight kinematic data combinations and the normal ground reaction force(GRFn)as inputs to determine the optimal model and input combination.Results Under the same input dimensionality,the combination of hip-knee joint angles proved more accurate in estimating GRF,than the knee-ankle joint angle combination.Specifically,the BPNN and PSI models based on the former combination predicted GRF,with errors of 1.61％BW(body weight)and 1.84％BW,respectively,while the latter combination resulted in errors of 2.82％BW and 3.15％BW.When GRFn and all joint angles were used as inputs,the model's prediction error was only 1.46％BW.Conclusions The combination of GRFn and hip-knee joint angles achieves an optimal balance between computational complexity and estimation accuracy.This study supports the accurate estimation of GRF,in outdoor gait testing.

Objective To propose a decision tree-based optimization algorithm to shorten the time spent and to improve the decision-making efficiency for medical device fault diagnosis.Methods Firstly,a binarized fault state space for medical equipment was constructed;secondly,the binarized fault state space was simplified with logical functions;finally,a greedy algorithm was applied to iterative judgment to build a decision tree for medical device fault diagnosis.The algorithm proposed was compared with the greedy algorithm,Gini coefficient method and random forest algorithm in terms of the result accuracy and time cost and the influences of fault probability distribution and time-consuming differences for the algorithms.A case study on gastric lavage machine fault diagnosis was conducted to demonstrate the algorithm.Results The algorithm proposed behaved better than the greedy algorithm,Gini coefficient method and random forest algorithm in lowered time cost and result accuracy.However,the algorithm showed a decrease in accuracy for the logarithmic distribution of the detection method's time consumption,and it was not sensitive to the changes in the failure rate distribution.The gastric lavage machine case study demonstrated that the algorithm was functionally similar to an experienced engineer.Conclusion The proposed algorithm with overall perspective effectively enhances fault judgment efficiency and facilitates rapid diagnostic decision-making in medical equipment maintenance.[Chinese Medical Equipment Journal,2025,46(5):78-83]

Three evaluation methods were recommended for the key properties of the intravascular catheter lubricating coating such as stability,lubricity and integrity,including insoluble particle test method,friction test procedure and appearance detection method.Fifteen batches of microcatheters produced by different manufacturers were selected for testing to clarify the three methods in test principle,step,result,characteristic.References were provided for the design,production,evaluation and regulation of intravascular catheters with lubricant coatings.[Chinese Medical Equipment Journal,2025,46(1):66-72]

Objective To measure and analyze anatomic parameters of resected distal femurs and proximal tibias in Kaschin-Beck disease(KBD)and osteoarthritic(OA)knees which fit for total knee arthroplasty(TKA),so as to provide basis for designing suitable knee prosthesis for KBD patients.Methods A total of 154 knees(75 KBD and 79 OA)fitting for TKA underwent three-dimensional reconstruction;resection of distal femurs and proximal tibias was simulated during TKA.We measured the distal femoral mediolateral(fML),lateral anteroposterior(fLAP),medial anteroposterior(fMAP),medial condylar width(fMCW),lateral condylar width(fLCW)and fML/fLAP aspect ratio,proximal tibial mediolateral(tML),middle anteroposterior(tAP),medial anteroposterior(tMAP),lateral anteroposterior(tLAP)dimension,and tML/tAP aspect ratio to compare the morphometric differences between KBD and OA knees.Results The measured anatomic parameters of resected distal femurs and proximal tibias in both male and female patients of KBD group were smaller than those of OA knees(P＜0.01).We also found that KBD group had larger distal femur fML/fLAP and proximal tibia tML/tAP aspect ratios than those of OA knees(P＜0.01).This indicated that under a given AP dimension,KBD knees need an oval-shaped prosthesis with a wider ML length and more spherical-shaped prosthesis with relatively narrow ML dimensions in OA knees.Conclusion The anatomy of distal femurs and proximal tibias shows significant differences in size and shape between KBD and OA knees,which provides theoretical basis for designing proper knee prosthesis for KBD patients.

This report described the multidisciplinary management of a preterm infant with congenital tracheal agenesis (TA). The infant, delivered via cesarean section at 32 +5 weeks' gestation, had Apgar scores of 6 and 8 at 1 and 5 minutes, respectively. Although skin color improved after 30 seconds of bag-mask ventilation, the infant exhibited no cry, weak spontaneous breathing, and failed multiple intubation attempts. The patient was transferred to Anhui Children's Hospital of Fudan University under continuous bag-mask positive-pressure ventilation at 3 hours after birth (September 10, 2024). Combined imaging and fiberoptic bronchoscopy confirmed TA (Floyd type Ⅱ/Faro type C) with multiple anomalies, including duodenal atresia, aortic coarctation, and butterfly vertebrae. Whole-genome sequencing revealed a suspected mosaic SCN2A c.5317G>A variant (wild-type parents) and an ERCC5 c.2974C>T heterozygous variant inherited from the mother (homozygous). Following esophageal intubation, invasive mechanical ventilation, and continuous gastrointestinal decompression, respiratory distress significantly improved with a stabilized condition. The infant died 30 hours after birth following treatment withdrawal.

Objective To analyze the correlation between lesion volume,lesion mass,and maximum lesion diameter in the assessment of advanced hepatocarcinoma with lung metastasis,and to evaluate the application value of total volume response and total mass response of lung metastatic lesions in efficacy assessment.Methods A retrospective analysis was conducted on the CT imaging data of 20 patients clinically confirmed with hepatocarcinoma and lung metastases,followed by subsequent follow-up to monitor their survival outcomes.Volume measurement software was used to measure the volume of lesions before and after treatment.We recored lesion diameter,volume measurements and CT values,calculated the mass of the lesions.The correlation between lesion volume,mass and diameter was analyzed,as well as the correlation between the change rates of volume,mass and lesion diameter.Additionally,the total volume and total mass of all lesions were calculated.The correlation between the change rates of total volume/total mass and the change rate of pulmonary lesion diameter under the RECIST 1.1 criteria,as well as the correlation with changes in patients'tumor markers,were analyzed.Furthermore,the overall volume response and overall mass response of lesions were evaluated based on changes in total volume and total mass,and their consistencies with the RECIST 1.1 criteria for efficacy evaluation were analyzed.Finally,univariate Cox regression analysis was performed to explore the association between these variables and patient survival outcomes.Results There was strong correlation between lesion volume,mass and tumor diameter(r=0.771,0.775),between the rate of change in mass and the rate of change in lesion diameter(r=0.846),and between the rates of change in total volume/total mass and the rate of change in pulmonary lesion diameter under the RECIST 1.1 criteria(r=0.800,0.896).The correlation between the rates of change in total volume/total mass and patients'tumor markers was not statistically significant.There was moderate correlation between the rate of change in volume and the rate of change in lesion diameter(r=0.692).The evaluation results of total volume response and total mass response for pulmonary lesions in advanced hepatocarcinoma with lung metastasis were generally consistent with the RECIST 1.1 criteria(Kappa=0.486,0.426).Univariate Cox regression analysis revealed that total lesion volume(P=0.047)and total lesion mass(P=0.049)were independent prognostic factors for survival outcomes.Conclusion Lesion volume,mass,and diameter,as well as their respective change rates,were found to be interrelated.Furthermore,total lesion volume and total lesion mass were identified as independent prognostic factors for survival outcomes.The total volume response and total mass response are promising evaluation methods in evaluating the efficacy of lung metastasis of hepatocarcinoma,which are different from the RECIST 1.1 evaluation criteria.

The coil adverse events in the U.S.Food and Drug Administration Manufacturer and User Facility Device Experience(MAUDE)database from January 2021 to June 2024 were analyzed retrospectively.The risks of coils during the clinical application and their causes were explored with hospital survey and expert demonstration in Shandong Province.Some improving measures were put forward for the safe use of coils,including implementing the main responsibility of the registrant,enhancing the professional skills of the using institutions and strengthening the supervision of the supervisory authorities.[Chinese Medical Equipment Journal,2025,46(6):83-87]

Purpose To evaluate the predictive value of multifunctional parameters of single photon emission computed tomography gated myocardial perfusion imaging(SPECT G-MPI)for major adverse cardiovascular events(MACE)in chronic kidney disease(CKD)with abnormal stress myocardial perfusion.Materials and Methods A total of 99 patients diagnosed with CKD from June 2017 to March 2024 who underwent stress and rest G-MPI indicating abnormal myocardial perfusion in Beijing Anzhen Hospital,Capital Medical University.The American Heart Association 17-segment 5-point method and PHASE software were used to obtain the left ventricular myocardial perfusion,functional and synchronization parameters.According to the occurrence of MACE,the patients were divided into MACE group and non-MACE group.Cox regression was used to analyze the predictors related to MACE.The receiver operator characteristic curve was used to analyze the performance of predictors,the survival curves were obtained by the Kaplan-Meier method,Log-rank test was used to compare the differences in different groups.Results Finally,we enrolled 99 CKD patients with abnormal stress myocardial perfusion.35 patients(35.35%)developed MACE during the follow-up period.Cox regression analysis showed that stress phase bandwidth(SPBW)(HR=1.015,95%CI 1.002-1.028)and sum difference score(SDS)(HR=1.105,95%CI 1.008-1.211)were independent risk factors for predicting MACE(both P<0.05).The optimal cut-off value of SPBW and SDS for predicting MACE were 69° and 6 points,the area under the curve was 0.801 and 0.778,respectively.The incidence of MACE in the SPBW≥69° group and SDS≥6 points group was higher than that in SPBW<69° group and SDS<6 points group(66.6%vs.13.2%,53.3%vs.20.4%,both P<0.05).Conclusion SPECT G-MPI multifunctional parameters can be used to predict the prognosis of CKD patients with abnormal stress myocardial perfusion.SPBW and SDS are independent risk factors for MACE in these patients.

Objective To investigate the correlation between the expression of microRNA-4319(miRNA-4319)and microRNA-4262(miRNA-4262)in early gastric carcinoma tissue and postoperative recurrence after endoscopic submucosal dissection(ESD).Methods From May 2018 to March 2020,396 patients with early gastric carcinoma who underwent ESD were regarded as the disease group,meantime,98 patients with normal gastric mucosa gastritis confirmed by pathological examination were as the control group.Quantitative reverse transcription polymerase chain reaction(qRT-PCR)method was applied to detect the relative expression levels of miRNA-4319 and miRNA-4262 in tissues;follow up on postoperative recurrence of early gastric carcinoma patients,and the expression levels and clinical pathological characteristics of miRNA-4319 and miRNA-4262 were compared between recurrent and non recurrent patients.Multivariate Logistic regression analysis was applied to analyze the influencing factors of recurrence in early gastric carcinoma patients after ESD;receiver operating characteristic curve(ROC curve)was applied to analyze the predictive value of miRNA-4319 and miRNA-4262 in early gastric carcinoma tissue for recurrence after ESD.Results The expression levels of miRNA-4319 and miRNA-4262 in the disease group were lower than those in the control group,the differences were statistically significant(P＜0.05);The expression levels of miRNA-4319 and miRNA-4262 in the recurrence group were decreased,and the proportion of submucosal invasion was increased,the differences were statistically significant(P＜0.05).The depth of invasion to the submucosal level(OR=3.158,95％CI:1.395～7.151)was a risk factor for recurrence after ESD in patients with early gastric carcinoma(P＜0.05),and miRNA-4262 ≥ 0.76(OR=0.561,95％CI:0.370～0.852)and miRNA-4319 ≥ 0.69(OR=0.482,95％CI:0.255～0.911)were protective factors for recurrence after ESD in patients with early gastric carcinoma(P＜0.05);The area under the curve(AUC)of miRNA-4319,miRNA-4262 and their combination for predicting recurrence after ESD in patients with early gastric carcinoma was 0.889(95％CI:0.854～0.918),0.914(95％CI:0.882～0.940)and 0.964(95％CI:0.940～0.980),respectively,which was superior to the individual predictions of miRNA-4319 and miRNA-4262 respectively(P＜0.05).Conclusion MiRNA-4319 and miRNA-4262 are low expressed in tissues of early gastric carcinoma patients,they are closely related to postoperative recurrence after ESD.

Excessive ionizing radiation can disrupt the molecular structures of organisms,leading to health issues such as acute radiation syndrome and cancer,posing serious threats to human health.The development of radioprotective drugs holds significant importance for mitigating ionizing radiation damage and safeguarding public health,yet its research process faces multidimensional ethical challenges.This paper systematically explores the ethical issues involved in the full lifecycle of radioprotective drug development,focusing on the ethical particularities of animal experimentation,ethical dilemmas in human trials,data privacy and security risks,as well as challenges in managing conflicts of interest.Targeted solutions are proposed,including strengthening ethical review mechanisms,promoting interdisciplinary collaboration,constructing data security management systems,and establishing conflict-of-interest mediation mechanisms.These comprehensive measures aim to build a scientifically rigorous ethical framework for radioprotective drug research,fostering sustainable development in this field.