Objective To evaluate the predictive ability and clinical application value of artificial intelligence (AI) systems in the benign and malignant differentiation and pathological type of pulmonary nodules, and to summarize clinical application experience. Methods A retrospective analysis was conducted on the clinical data of patients with pulmonary nodules admitted to the Department of Thoracic Surgery, Second Hospital of Lanzhou University, from February 2016 to February 2025. Firstly, pulmonary nodules were divided into benign and non-benign groups, and the discriminative abilities of AI systems and clinicians were compared. Subsequently, lung nodules reported as precursor glandular lesions (PGL), microinvasive adenocarcinoma (MIA), and invasive adenocarcinoma (IAC) in postoperative pathological results were analyzed, comparing the efficacy of AI systems and clinicians in predicting the pathological type of pulmonary nodules. Results In the analysis of benign/non-benign pulmonary nodules, clinical data from a total of 638 patients with pulmonary nodules were included, of which there were 257 males (10 patients and 1 patient of double and triple primary lesions, respectively) and 381 females (18 patients and 1 patient of double and triple primary lesions, respectively), with a median age of 55.0 (47.0, 61.0) years. Different lesions in the same patient were analyzed as independent samples. Univariate analysis of the two groups of variables showed that, except for nodule location, the differences in the remaining variables were statistically significant (P<0.05). Multivariate logistic regression analysis showed that age, nodule type (subsolid pulmonary nodule), average density, spicule sign, and vascular convergence sign were independent influencing factors for non-benign pulmonary nodules, among which age, nodule type (subsolid pulmonary nodule), spicule sign, and vascular convergence sign were positively correlated with non-benign pulmonary nodules, while average density was negatively correlated with the occurrence of non-benign pulmonary nodules. The area under the receiver operating characteristic curve (AUC) of the malignancy risk value given by the AI system in predicting non-benign pulmonary nodules was 0.811, slightly lower than the 0.898 predicted by clinicians. In the PGL/MIA/IAC analysis, clinical data from a total of 411 patients with pulmonary nodules were included, of which there were 149 males (8 patients of double primary lesions) and 262 females (17 patients of double primary lesions), with a median age of 56.0 (50.0, 61.0) years. Different lesions in the same patient were analyzed as independent samples. Univariate analysis results showed that, except for gender, nodule location, and vascular convergence sign, the differences in the remaining variables among the three groups of PGL, MIA, and IAC patients were statistically significant (P<0.05). Multinomial multivariate logistic regression analysis showed that the differences between the parameters in the PGL group and the MIA group were not statistically significant (P>0.05), and the maximum diameter and average density of the nodules were statistically different between the PGL and IAC groups (P<0.05), and were positively correlated with the occurrence of IAC as independent risk factors. The average AUC value, accuracy, recall rate, and F1 score of the AI system in predicting lung nodule pathological type were 0.807, 74.3%, 73.2%, and 68.5%, respectively, all better than the clinical physicians’ prediction of lung nodule pathological type indicators (0.782, 70.9%, 66.2%, and 63.7% respectively). The AUC value of the AI system in predicting IAC was 0.853, and the sensitivity, specificity, and optimal cutoff value were 0.643, 0.943, and 50.0%, respectively. Conclusion This AI system has demonstrated high clinical value in predicting the benign and malignant nature and pathological type of lung nodules, especially in predicting lung nodule pathological type, its ability has surpassed that of clinical physicians. With the optimization of algorithms and the adequate integration of multimodal data, it can better assist clinical physicians in formulating individualized diagnostic and treatment plans for patients with lung nodules.

Objective:To establish a medical equipment maintenance model based on the analytic hierarchy process(AHP),and to study its application effect in the management of orthopedic medical equipment in hospitals.Methods:Based on the analytic hierarchy process(AHP),the equipment maintenance model was constructed from the classification of the service life,failure mode,failure consequences and other indicators of orthopedic medical equipment.25 sets of medical equipment in clinical use in the Department of Orthopedics of The Second Affiliated Hospital of the Air Force Medical University from 2019 to 2022 were randomly selected,taking the time as the dividing point,the traditional orthopedic medical equipment management model(referred to as traditional management)was implemented during the equipment use period from 2019 to 2020,and the equipment maintenance model based on AHP was used to manage orthopedic medical equipment(referred to as model management)during the equipment use period from 2021 to 2022.A total of 1,000 equipment usage records were collected,500 for each mode,and the effect of equipment repair and maintenance,the satisfaction score of equipment usage management and the incidence of adverse events were compared under different management modes.Results:The cost-effectiveness of equipment using the model management mode was an average of CNY(34,500.00±4,700.00)per unit per year,which was higher than that of the traditional management mode,the difference was statistically significant(t=8.417,P<0.05),the maintenance costs and operating costs were CNY(15,381.95±13.67)per year and CNY(31,600.00±10,500.00)per year,respectively,which lower than those of the traditional management model,the difference was statistically significant(t=858.675,5.371,P<0.05).The scores of equipment management personnel on equipment performance,timeliness and cleanliness of the equipment using the model management mode,and the patients'satisfaction with convenience,effect and comfort of the equipment(9.65±1.14),(9.74±1.38),(9.53±1.09),(9.58±1.07),(9.62±1.14)and(9.81±1.28),respectively,which were all higher than those of the traditional management mode,the difference was statistically significant(t=5.629,5.687,4.736,8.085,5.330,7.680,P<0.05).The total incidence of adverse events in equipment using model management mode was 4.8%(24/500),which was lower than that of the traditional management mode,the difference was statistically significant(x2=12.515,P<0.05).Conclusion:The application of medical equipment maintenance model based on analytic hierarchy process to the management of orthopedic medical equipment can effectively reduce the equipment maintenance cost,improve the cost-effectiveness of the equipment,and improve the satisfaction of the equipment use management personnel.

Objective:To explore the application of game-based teaching combined with Jeffries simulation teaching in training orthopedic trauma nursing interns.Methods:Totally 120 intern nurses who received orthopedic trauma nursing training from 2021 to 2023 were selected. They were divided into two groups according to their start dates, with 60 nurses in each group. The control group (started before December 2022) adopted routine teaching, whereas the observation group received game-based teaching combined with Jeffries simulation teaching. The assessment results, core competence [Competency Inventory for Registered Nurse (CIRN)], and learning enthusiasm [Active Learning Scale (ALS)] were compared both between the groups and within each group before and after the training. The course experience [Course Experience Questionnaire (CEQ)] of the trainees after training was recorded.Results:After the internship, the theoretical exam scores [(89.64±6.73) vs. (83.71±6.20)], practical operation scores [(80.82±5.94) vs. (75.61±5.73)], CIRN scores [(180.69±7.61) vs. (157.33±6.83)], and ALS scores [(89.48±6.83) vs. (73.22±6.25)] of two groups of nursing students increased compared to their scores before the internship, and the observation group showed significantly higher scores than the control group ( P<0.05). After the internship, the CEQ score was higher in the observation group than in the control group [(49.65±2.58) vs. (36.57±1.94)]. Conclusions:In the training of orthopedic trauma nursing interns, game-based teaching combined with Jeffries simulation teaching can not only improve course experience and learning enthusiasm, but also enhance the assessment results, core competence, and critical thinking.

Objective:To study the effect of blood volume feedback control system on improving intradialytic-hypotension (IDH) in maintenance hemodialysis (MHD) patients.Methods:It was a prospective cohort study. Thirty MHD patients with recurrent IDH in the Dialysis Center of the First Affiliated Hospital of Zhejiang University School of Medicine from March 2021 to March 2022 were selected. A self-control study was conducted in MHD patients. The patients were treated with routine hemodialysis in both baseline phase (A1) and reversal phase (A2), while with hemodialysis under the blood volume feedback control system in intervention phase (B). Each phase lasted for 4 weeks (12 hemodialysis sessions). The average occurrences of IDH and IDH-related adverse events (IDH-RAE, stopping dehydration for more than 10 minutes or getting off the hemodialysis machine 10 minutes earlier due to IDH) of each patient between phase A1, B, and A2 were calculated and compared. In a total of 1 080 dialysis records, a logistic regression analysis model was established with age, sex and intervention as independent variables and with the occurrence of IDH-RAE as the outcome.Results:A total of 30 eligible patients were included in the study, including 14 males (46.7%) and 16 females (53.3%), aged 63.0 (56.5, 72.5) years old, with a median dialysis age of 84.0 (37.2, 120.0) months. The average times of IDH in 30 MHD patients decreased from 1.17 (0.83, 1.67) in stage A1 (before intervention) to 0.33 (0.25, 0.58) in stage B (after intervention) ( P<0.05). The frequency of IDH-RAE decreased significantly from 0.29 (0.19, 0.47) in stage A1 to 0.17 (0,0.25) in stage B ( P<0.05). Logistic regression analysis results indicated that the use of blood volume feedback control system reduced the risk of IDH-RAE by 53% ( OR=0.47, 95% CI 0.34-0.64, P<0.001). Conclusions:The application of blood volume feedback control system can effectively reduce the occurrences of IDH and the risk of IDH-RAE in MHD patients.

Objective:To investigate the clinical effect of self-designed modified rhomboid flap in repairing rhomboid, round, and teardrop-shaped wounds on the face.Methods:A retrospective observational study was conducted. From August 2018 to April 2020, 30 patients with facial lesions admitted into Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine and the People's Hospital of Jianchuan County in Yunnan province met the inclusion criteria, including 16 males and 14 females, aged 23 to 88 years. The wound area ranged from 1.0 cm×1.0 cm to 7.0 cm×5.0 cm, with 10 cases of rhomboid wounds, 12 cases of round wounds, and 8 cases of teardrop-shaped wounds. The self-designed modified rhomboid flaps were applied to repair the wounds and after that, the patients were followed up for 1 to 18 months to record the survival of flaps, wound tension, scar formation and complications after surgery.Results:No necrosis or blackening was observed at the tip of the flaps after surgery. All the flaps survived and the wounds healed well with little tension, minimal scars, and no complications.Conclusions:The self-designed modified rhomboid flap is especially suitable for facial wounds with multiple important organs, multiple anatomical subunits, and areas with large changes in soft tissue tension, which can reduce not only the rotation of the flap, but also unnecessary excision of normal skin and soft tissue.

Objective: To compare the measurement accuracy of two⁃dimensional (2D) photography and three⁃di⁃mensional (3D) photography in the analysis of the asymmetric appearance of children with cleft lip and palate and the influence of the severity of asymmetric deformity on the accuracy of facial measurement to guide clinical measurement work Methods: Children with unilateral cleft lip were enrolled in this prospective study. Seven parameters⁃⁃the devia⁃tion of the pronasale, subnasale, and labrale superius, as well as the cleft/noncleft ratio of the width of nostrils, length and height of lateral lips and height of columella⁃were measured with Vernier calipers as the gold standard. Traditional 2D photography and 3D stereophotogrammetry photos were taken and measured. The extent of cleft malformation is indi⁃cated by the ratio of the cleft side to the noncleft side. The error size is represented by the ratio difference between two⁃dimensional photography or stereophotogrammetry with the ratio of the gold standard Results: Thirteen patients were eventually recruited. The measurement results of the ratio of lateral lip height by 2D photography tended to be larger (P＝0.019), and the measurement results of the ratio of columella height tended to be smaller (P＝0.008). The measure⁃ment results of the deviation of the subnasale by stereophotogrammetry tended to be smaller (P＝0.003). The pronasale deviation (P＝0.022) with two⁃dimensional photography, the deviation of the labrale superius (P＝0.025) and the ratio of lateral lip length (P＝0.036) with stereophotogrammetry had a significant negative correlation with the extent of cleft malformation Conclusion Both two⁃dimensional photography and stereophotogrammetry have errors and biases that underexaggerate or overexaggerate the extent of cleft malformation, and some errors may increase with the decrease in the extent of cleft malformation. When applying two⁃dimensional and three⁃dimensional photography to analyze cleft lip and palate deformities, these biases should be considered to evaluate the face more objectively

Objective To explore the clinical application effect of multiple end-to-side anastomosis in free anterolateral thigh perforator flap transplantation.Methods From January,2013 to October,2017,29 cases were applied the technology of multiple end-to-side anastomosis to the same recipient vessel in anterolateral thigh perforator flap transplantation for wound repair.Fifteen cases treated with multiple end-to-side anastomosis on flap arteries,and 2-3 arteries were anastomosed,with the average of 2.13.Nine cases were treated with venous multiple end-to-side anastomosis,and 2-4 veins were anastomosed,with the average of 3.11.Five cases treated with arterial and venous multiple end-to-side anastomosis,and 4-6 vessels were anastomosed,with the average of 5.20.Distribution of wounds:10 cases with hands and wrists wounded,15 cases with forearms and elbow joints wounded,and 4 cases with lower legs and feet wounded.The soft tissue defect size was 5 cm×13 cm-11 cm×27 cm,and the flap area was 6 cm× 15 cm-12 cm×29 cm.Postoperative followed-up was performed every 3-6 months to review flap survival.Results All flaps of 29 cases survived.Venous congestion occurred in 2 flaps within 48 h after the operation,among which,1 was overcomed after released the dressing and sutures,and the other underwent surgical exploration.The venous end-to-side anastomotic stomas were unobstructed,and hematoma was formed.After the hematoma compression was removed,circulation was recovered and the flap survived.With followed-up for 6 months to 2.5 years,both donor site and recipient site of the flaps healed well and the injured distal limbs had no hemodynamic disorder.Conclusion The application of multiple end-to-side anastomosis to the same recipient vessel for free transplantation of anterolateral thigh perforator flaps is safe and reliable.

Objective: To investigate the current status and influence factors of HBV intrauterine transmission (BIT) in HBsAg-positive parturients and understand the outcome of HBV transmission and response to hepatitis B vaccine immunization in children in Xi’an. Methods: An epidemiological survey was conducted in 341 HBsAg-positive parturients who gave birth in Northwest Women and Children Hospital of Shaanxi Province from January 2015 to January 2018. Serological tests were performed by using venous blood from 344 newborns within 24 hours after birth and at the age of 1 year old. A nested case-control study was conducted to analyze the infection rates of intrauterine dominate HBV infection (DBI) and intrauterine occult HBV infection (OBI) in BIT and their influencing factors in newborns. The epidemiological survey was conducted to collect the information about the outcome of HBV transmission and the positive rate of HBsAb in children at high-risk from August 2016 to October 2018. Results: The BIT rate was 46.51%(160/344) in HBsAg-positive parturients, the DBI rate was 8.14% (28/344), the OBI rate was 38.37% (132/344), and the odds ratio of DBI and BIT in neonates of HBeAg-positive parturients were respectively 2.60 (95%CI: 1.19-5.70) and 2.21 (95%CI: 1.36-3.61) times higher than that of HBeAg-negative parturients. The odds ratio of BIT in neonates with maternal peripheral blood HBV DNA load ≥200, ≥10³ and>10⁶ copies/ml were 1.99 (95%CI: 1.29-3.08), 1.73 (95%CI: 1.11-2.69) and 2.33 (95%CI: 1.33-4.10) times higher than those in neonates with maternal peripheral blood HBV DNA<200,<10³, and ≤10⁶ copies/ml respectively. The incidence of DBI in neonates of parturients with placenta previa was 14.07 times higher than that of parturients without placenta previa (95%CI: 1.23-160.76). The incidence of BIT in neonates of parturients who received no hepatitis B immunoglobulin during pregnancy was 1.60 times higher than that in neonates of those who received hepatitis B immunoglobulin (95%CI: 1.02-2.53). Follow-up results showed that HBsAg negative conversion was found in 9 of 14 children with DBI, and 24.17%(22/91) of children had OBI. The overall rate of immune response to hepatitis B vaccine was 69.23%(63/91). The immune response rate in children with OBI was only 59.09%(13/22). Conclusion Newborns of HBsAg-positive parturients had high rate of OBI and lower rate of immune response to hepatitis B vaccine detected in follow-up, indicating a gap in hepatitis B prevention and control. HBV monitoring and intervention in HBsAg-positive women of childbearing age and hepatitis B antibody monitoring in children at high-risk are important measures to control infection source and protect susceptible population.

Objective To report operative course and relative complications in a group of patients who underwent Excessive Pressure Regulation System (Ex-PRESS) glaucoma shunt implantation in the real world,and discuss the ralated factors and possible interventions in clinical practice.Methods Preferred Ex-PRESS glaucoma shunt implantation were performed on 11 eyes with deverse types of glaucoma.Operative course and relative complications were analyzed from recorded tapes and documents.The correlations between complications,types of glaucoma,and previous procedures were analyzed,the complications were appropriately managed.Results 11 patients with diverse types of glaucoma who underwent Ex-PRESS glaucoma shunt implantation were recruited for the study.Among them,2 patients had combined phacoemulcification surgery,1 patient had repeat shunt implantation.During the procedure,1 patient had dislocated shunt into anterior chamber;1 patient had shunt entirely inserted into anterior chamber with plunger.4 patients had hypotony and flat anterior chamber,2 of them had hyphema,2 experienced subchoroid detachment.1 patient had intraocular lens pupil clamping after combined cataract and glaucoma surgery;4 cases had flat filtering blebs and uncontrolled intraocular pressure during the follow-up period,2 of them had blocked drainage and proliferative anterior synechia around the head,which was found in the patients with primary angle-closure glaucoma who had previous operation history.The common long-term complication was external ostium occlusion (4/11).The complications of drainage are related to the type of glaucoma and the history of operation.Conclusions Other than the complications which present commonly in trabeculectomy procedure,there were some complications related to the Ex-PRESS glaucoma shunt.History of ocular surgery,surgical techniques and the type of disease were associated with the incidence of complications.

Objective To study the techniques and outcomes of using a retrograde pedicled vascularized radius bone flap based on the 1st,2nd intercompartmental supraretinacular artery (1,2ICSRA) for scaphoid nonunion through dorsal and palmar approaches.Methods Between March 2013 and April 2015,16 patients with scaphoid nonunion were treated by surgery through palmar and dorsal approaches.There were 14 males and 2 females with an average age of 29.1 years (range,19-51 years).The location of lesion was 6 cases on the left and 10 cases on the right.5 cases were treated with plaster fixation.11 cases weren't treated after wrists injured.The preoperative time was 6-26 months,with an average of 16.5 months.The operation was completed within one incision.The bone flaps based on 1,2ICSRA were taken through dorsal approach.The broken ends of the scaphoid fracture were cleaned,and the deformity was corrected with bone grafting and internal fixation through palmar approach.Time of fracture union and wrist pain resolution was evaluated.Wrist motion and grip strength were measured and compared.The result of the latest follow-up was used as the criterion for efficacy evaluation.The wrist pain was evaluated using visual analogue scale (VAS) and the postoperative wrist function based on the modified Mayo wrist score was recorded.Results Post-operative follow up ranged from 6-19 months,with an average of 11 months.Bone union was achieved in all the cases,so the healing rate was 100％.7 cases were healed in 11 weeks.5 cases were healed in 13 weeks.3 cases were healed in 15 weeks.1 case was healed in 17 weeks.The average healing time was 12.5 weeks.The humpback deformity of Scaphoid and DISI of 7 cases were corrected.The bending of wrist could reach 60.2°±3.2°,and the elongation could reach 51.3°± 3.5°.The radial deviation of wrist could reach 13.6°±1.42°,and ulnar deviation could reach 24.4°±1.8°.The range of grip strength was 29-64 kg,with an average of 45 kg.The 16 patients returned to normal work.The pain after wrist movement of 14 cases was completely disappeared,and the VAS was 0.Two cases felt slight pain when wrist was overworked,and the VAS were 0.9 and 1.2.The wrist joint function of patients recovered well.The modified Mayo score was 69-99,with an average of 90.75.The functional results were 12 excellent,2 good,and 2 fair,and the excellent and good rate was 87.5％ (14/16).No complications such as infection,failure of screws,orthopaedic arthritis or scaphoid necrosis were found during the follow-up period.Conclusion The technique of 1,2 ICSRA pedicled bone graft and palmar bone grafting for nonunion of scaphoid can provide convenience for us to deal with the broken ends of the scaphoid fracture,correct the malformation and graft bone through dorsal and palmar approaches.This method can protect the blood supply of the scaphoid,and promote scaphoid union.