Objective To propose a lung artery segmentation method that integrates shape and position prior knowledge, aiming to solve the issues of inaccurate segmentation caused by the high similarity and small size differences between the lung arteries and surrounding tissues in CT images. Methods Based on the three-dimensional U-Net network architecture and relying on the PARSE 2022 database image data, shape and position prior knowledge was introduced to design feature extraction and fusion strategies to enhance the ability of lung artery segmentation. The data of the patients were divided into three groups: a training set, a validation set, and a test set. The performance metrics for evaluating the model included Dice Similarity Coefficient (DSC), sensitivity, accuracy, and Hausdorff distance (HD95). Results The study included lung artery imaging data from 203 patients, including 100 patients in the training set, 30 patients in the validation set, and 73 patients in the test set. Through the backbone network, a rough segmentation of the lung arteries was performed to obtain a complete vascular structure; the branch network integrating shape and position information was used to extract features of small pulmonary arteries, reducing interference from the pulmonary artery trunk and left and right pulmonary arteries. Experimental results showed that the segmentation model based on shape and position prior knowledge had a higher DSC (82.81%±3.20% vs. 80.47%±3.17% vs. 80.36%±3.43%), sensitivity (85.30%±8.04% vs. 80.95%±6.89% vs. 82.82%±7.29%), and accuracy (81.63%±7.53% vs. 81.19%±8.35% vs. 79.36%±8.98%) compared to traditional three-dimensional U-Net and V-Net methods. HD95 could reach (9.52±4.29) mm, which was 6.05 mm shorter than traditional methods, showing excellent performance in segmentation boundaries. Conclusion The lung artery segmentation method based on shape and position prior knowledge can achieve precise segmentation of lung artery vessels and has potential application value in tasks such as bronchoscopy or percutaneous puncture surgery navigation.

Objective To observe the efficacy and safety of Morinda officinalis oligosaccharides in the continuation treatment of mild and moderate depression.Methods An open,single-arm,multi-center design was adopted in our study.Adult patients with mild and moderate depression who had received acute treatment of Morinda officinalis oligosaccharides were enrolled and continue to receive Morinda officinalis oligosaccharides capsules for 24 weeks,the dose remained unchanged during continuation treatment.The remission rate,recurrence rate,recurrence time,and the change from baseline to endpoint of Hamilton Depression Scale(HAMD),Hamilton Anxiety Scale(HAMA),Clinical Global Impression-Severity(CGI-S)and Arizona Sexual Experience Scale(ASEX)were evaluated.The incidence of treatment-related adverse events was reported.Results The scores of HAMD-17 at baseline and after treatment were 6.60±1.87 and 5.85±4.18,scores of HAMA were 6.36±3.02 and 4.93±3.09,scores of CGI-S were 1.49±0.56 and 1.29±0.81,scores of ASEX were 15.92±4.72 and 15.57±5.26,with significant difference(P＜0.05).After continuation treatment,the remission rate was 54.59％(202 cases/370 cases),and the recurrence rate was 6.49％(24 cases/370 cases),the recurrence time was(64.67±42.47)days.The incidence of treatment-related adverse events was 15.35％(64 cases/417 cases).Conclusion Morinda officinalis oligosaccharides capsules can be effectively used for the continuation treatment of mild and moderate depression,and are well tolerated and safe.

Neck dissection(ND)is one of the main treatment methods for oral and maxillofacial malignancies.Although ND type is in con-stant improvement,but intraoperative peal-pull-push injury of the accessory nerve,muscle,muscle membrane,fascia and ligament induced shoulder syndrome(SS)is still a common postoperative complication,combined with the influence of radiochemotherapy,not only can cause pain,stiffness,numbness,limited dysfunction of shoulder neck and arm,but also may have serious impact on patient's life quality and phys-ical and mental health.At present,there is still a lack of a systematic evaluation and rehabilitation management program for postoperative SS of oral and maxillofacial malignant tumors.Based on the previous clinical practice and the current available evidence,refer to the relevant lit-erature at home and abroad,the experts in the field of maxillofacial tumor surgery and rehabilitation were invited to discuss,modify and reach a consenusus on the etiology,assessment diagnosis,differential diagnosis,rehabilitation strategy and prevention of SS,in order to provide clinical reference.

Objective To investigate the distribution and antimicrobial susceptibility of clinically isolated bacteria from intensive care units(ICUs)in hospitals of Hunan Province Antimicrobial Resistance Surveillance System from 2012 to 2021.Methods According to China Antimicrobial Resistance Surveillance System,data of clinically isolated bacterial strains and antimicrobial susceptibility testing results of bacteria from ICUs reported by all member units of Hunan Province Antimicrobial Resistance Surveillance System were analyzed with WHONET 2022 software.Results From 2012 to 2021,the total number of bacteria isolated from ICUs of member units of the Hunan Province Antimi-crobial Resistance Surveillance System was 5 777-22 369,with Gram-negative bacteria accounting for 76.1％-78.0％annually.Staphylococcus aureus ranked first among isolated Gram-positive bacteria each year.The top 5 bacteria among Gram-negative bacteria were Acinetobacter baumannii,Klebsiella pneumoniae,Escherichia coli,Pseudo-monas aeruginosa,and Stenotrophomonas maltophilia.Detection rate of methicillin-resistant Staphylococcus aureus showed a downward trend year by year.No Staphylococcus spp.were found to be resistant to vancomycin,teico-planin and linezolid.Detection rates of vancomycin-resistant Enterococcus faecalis and vancomycin-resistant Entero-coccus faecium were 0.6-1.1％and 0.6％-2.2％,respectively.Resistance rates of Escherichia coli and Kleb-siella pneumoniae to imipenem were 3.1％-5.7％and 7.7％-20.9％,respectively.Resistance rates of Pseudo-monasaeruginosa and Acinetobacter baumannii to imipenem were 24.6％-40.1％and 76.1％-80.9％,respective-ly.Detection rates of carbapenem-resistant Pseudomonas aeruginosa declined year by year.Acinetobacter baumannii maintained high susceptibility to polymyxin B,with resistance rate＜10％.Conclusion Antimicrobial resistance of bacteria from ICUs is serious.Carbapenem-resistant Enterobacteriales has an upward trend after 2019.It is nece-ssary to strengthen the surveillance of bacterial resistance and carry out multidisciplinary collaboration.

Objective To explore clinical outcomes and bone resection of interlaminar fenestration decompression and u-nilateral biportal endoscopic(UBE)technique in treating lumbar disc herniation(LDH).Methods A retrospective study was performed on 105 patients with single-level LDH treated from December 2019 to December 2021.Fifty-four patients in UBE group,including 32 males and 22 females,aged from 18 to 50 years old with an average of(38.7±9.3)years old,were treated with UBE,29 patients withL4.5and 25 patients with L5S1.There were 51 patients in small fenestration group,including 27 males and 24 females,aged from 18 to 50 years old with an average of(39.9±10.0)years old,were treated with small fenestra-tion,25 patients with L4.5 and 26 patients with L5S1.Perioperative indexes,such as operation time,postoperative time of getting out of bed and hospital stay were observed and compared between two groups.Visual analogue scale(VAS)and Oswestry dis-ability index(ODI)were compared between two groups before operation and 1,3,6 and 12 months after operation,respective-ly;and modified MacNab evaluation criteria was used to evaluate clinical efficacy.Amount of bone resection and retention rate of inferior articular process laminoid complex were compared between two groups.Results All 105 patients were successfully completed operation.Both of two groups were followed up from 6 to 12 months with an average of(10.69±2.49)months.Oper-ation time,postoperative time of getting out of bed and hospital stay were(58.20±5.54)min,(2.40±0.57)dand(3.80±0.61)d in UBE group,and(62.90±7.14)min,(4.40±0.64)d and(4.40±0.64)d in small fenestrum group,respectively;and had sta-tistically difference between two groups(P＜0.05).Postoperative VAS of low back and leg pain and ODI in both groups were significantly lower than those before surgery(P＜0.05).VAS of lumbar pain in UBE group(1.37±0.49)score was lower than that of small fenestration group(2.45±0.64)score,and had statistically difference(t=9.745,P＜0.05).Postoperative ODI in UBE group at 1 and 3 months were(28.54±3.31)％and(22.87±3.23)％,respectively,which were lower than those in small fenestra group(36.31±9.08)％and(29.90±8.36)％,and the difference was statistically significant(P＜0.05).There were no significant difference in VAS and ODI between two groups at other time points(P＞0.05).According to the modified MacNab evaluation criteria at the latest follow-up,49 patients got excellent result,3 good,and 2 fair in UBE group.In small fenestration group,35 patients got excellent,12 good,and 4 fair.In UBE group,amount of bone resection on L4,5 segment was(0.45±0.08)cm3 and(0.31±0.08)cm3 on the segment of L5S1.In small fenestration group,amount of bone resection on L4.5 segment was(0.57±0.07)cm3 and(0.49±0.04)cm3 on the segment of L5S1,and amount of bone resection of lower articular process laminar complex on the same segment in UBE group was less than that in small fenestration group(P＜0.05).In UBE group,retention rate of laminoid complex on L4,5 segment was(0.73±0.04)and L5S1 segment was(0.83±0.03),whileL4,5segment was(0.68± 0.06)and L5S1 segment was(0.74±0.04)in small fenestration group,the lower articular process laminar complex retention rate in UBE group was higher than that in small fenestration group(P＜0.05).Conclusion Both unilateral double-channel endoscopy and small fenestration of laminae could achieve good clinical results in treating LDH,but UBE has advantages of less trauma,higher eficiency,faster postoperative recovery and less damage to bone structure.

Objective To compare clinical efficacy and complication rate of percutaneous endoscopic transforaminal discec-tomy(PETD),percutaneous endoscopic interlaminar discectomy(PEID)and unilateral biportal endoscopic(UBE)in treating single-segment lumbar disc herniation(LDH).Methods From October 2019 to August 2021,121 LDH patients with single-segment treated by spinal endoscopy were retrospectively analyzed and divided into three groups.In PETD group,there were 48 patients,including 19 males and 29 females,aged from 18 to 72 years old with an average of(44.0±13.9)years old;3 patients with L3,4 segments,27 patients with L4,5 segments,and 18 patients with L5S1 segments.In PEID group,there were 43 patients,including 23 males and 20 females,aged from 20 to 69 years old with an average of(40.1±12.1)years old;1 patient with L3.4 segments,15 patients with L4.5 segments,and 27 patients with L5S1 segments.In UBE group,there were 30 patients,including 12 males and 18 females,agedfrom29 to 72 years old with an average of(41.2±15.0)years old;1 patient with L3,4 segments,18 patients with L4,5 segments,and 11 patients with L5S1 segments.Operation time,blood loss,fluoroscopy times and complica-tions among three groups were observed and compared.Before opertaion,3 months after operation and at the latest follow-up,visual analogue scale(VAS)was used to evaluate low back pain and lower extremity pain,Oswestry disfunction index(ODI)was used to evaluate lumbar function,and modified MacNab was used to evaluate clinical efficacy at the latest follow-up.Re-sults All patients were performed endoscopic spinal surgery completely and were followed up for at least 12 months.One patient occurred dural sac rupture both in PETD and PEID group,and dural sac rupture was small,and there was no obvious discomfort after operation.Two patients were occurred intraoperative rupture of dural sac in UBE group.One patient was occurred cere-brospinal fluid leakage after operation,and was improved after rest in supine position and fluid rehydration.One patient without no significant postoperative discomfort.(1)There were no significant difference in operating time,blood loss and hospital stay between PETD and PEID group(P＞0.05),while UBE group was higher than those of PETD and PEID group(P＜0.05).There was no statistical significance in fluoroscopy times between PEID and UBE group(P＞0.05),but PETD group was higher than that of PEID and UBE group(P＜0.05).(2)VAS of low back pain at 3 months after operation in UBE group was higher than that in PETD and PEID group(P＜0.05),but there was no significant difference between PETD and PEID group(P＞0.05).At the latest follow-up,there was no significant difference in VAS of low back pain among three groups(P＞0.05).(3)Lower ex-tremity pain of VAS and ODI among 3 groups after operation were significantly improved at all time points compared with those before opertaion(P＜0.05),and there were no statistical significance between groups(P＞0.05),and there were no statistical significance in interaction between different time points and operation groups(P＞0.05).(4)At the latest follow-up,according to the modified MacNab standard,the results of PETD group were excellent in 27 patients,good in 16 patients,moderate in 4 patients,poor in 1 patient;in PEID group,27 patients got excellent result,12 good,3 moderate,and 1 poor;in UBE group,16 patients got excellent,10 good,2 moderate,and 2 poor.There was no significant difference among three groups(x2=0.308,P＞0.05).Recurrence of lumbar disc herniation occurred in 1 patient among each three groups,symptoms were improved in 2 pa-tients after symptomatic treatment,and 1 patient was treated in other hospitals.Conclusion PETD,PEID and UBE techniques could achieve good early clinical effects in treating lumbar disc herniation with similar complication rates.Both of PETD and PEID are single-channel minimally invasive surgery,with mild intraoperative tissue damage and quick postoperative recovery;while intraoperative fluoroscopy of PETD was relatively more frequent,and PEID was more suitable for L5S1 segment;UBE is a two-channel surgery,in which the intraoperative soft tissue damage is more severe,but exposure is broad,which is more suit-able for complex cases.

Objective To prospectively compare the clinical efficacy and radiographic outcomes between interlaminar per-cutaneous endoscopic lumbar decompression(IL-PELD)and transforaminar percutaneous endoscopic lumbar decompression(TF-PELD)in the treatment of single-segment lumbar lateral recess stenosis.Methods From April 2018 to July 2021,85 pa-tients with single-segment lumbar lateral recess stenosis underment percutaneous endoscopic lumbar decompression.There were 44 males and 41 females,aged from 49 to 81 years old with an average of(65.5±8.3)years old,duration of lumbar lateral re-cess stenosis ranging from 3 to 83 months with an average of(26.7±16.5)months.They were divided into IL-PELD group and TF-PELD group according to the different operation methods.There were 47 patients in the IL-PELD group,including 28 males and 19 females aged from 50 to 80 yeaes old with an average age was(66.7±9.3)years old.The disease duration ranged from 3 to 65 months with an average of(25.7±15.0)months.There were 38 patients in the TF-PELD group,including 16 males and 22 females,aged from 51 to 78 years old with an average of(64.1±7.6)years old.The disease duration ranged from 4 to 73 months with an average of(27.9±18.3)months The operation time,intraoperative blood loss,intraoperative fluoroscopy,hospi-talization day and complications of the two groups were recorded.Visual analogue scale(VAS)to evaluate low back pain and lower limb pain,Oswestry disability index(ODI)to evaluate lumbar function in preoperative and postoperative period(1 month,6 months and last follow-up)were recorded.the sagittal diameter of the lateral recess of the responsible intervertebral space in preoperative and 1 week after the operation were recorded.Results The operation was successfully completed in both groups without serious complications such as vascular injury,dural sac tear and nerve injury.The operation time in IL-PED group(69.3±19.3)min was significantly longer than that in TF-PELD group(57.5±14.5)min(P＜0.05).There was no significant dif-ference in the intraoperative blood loss between the two groups(P＞0.05).The number of intraoperative fluoroscopy in TF-PELD group(8.8±2.6)times was significantly higher than that in IL-PED group(4.8±1.2)times(P＜0.05).The hospitalization days of the two groups were not statistically significant(P＞0.05).VAS for low back and lower extremity pain and ODI were(5.1±2.2),(6.9±1.3)scores and(71.4±12.6)％in IL-PELD group,and(4.7±1.8),(6.9±1.3)scores and(68.4±13.9)％in TF-PELD group.In the IL-PELD group,the VAS of low back pain was(2.4±1.5),(1.6±0.8),(1.4±0.9)scores,and the VAS of lower extremity pain was(3.0±1.2),(1.6±0.7),(1.5±1.0)scores,ODI was(32.6±11.9)％,(17.4±6.5)％,(19.3±9.3)％;In TF-PELD group,the VAS of low back pain was(2.6±1.4),(1.5±0.6),(1.4±1.0)scores,and the VAS of lower extremity pain was(2.8±1.2),(1.6±0.6),(1.5±1.2)scores,The ODI was(32.0±11.2)％,(15.0±6.1)％,and(20.0±11.3)％.The VAS and ODI of the two groups at each time point after operation were significantly improved compared with those before operation(P＜0.05),but there was no statistically significant difference between the groups(P＞0.05),and there was no statistically sig-nificant difference in the interaction between different time points and groups(P＞0.05).At 1 week after operation,the sagittal diameter of lateral recess in both groups was significantly increased compared with that before operation(P＜0.05),but there was no significant difference between the two groups at each time point(P＞0.05).According to the modified Macnab criteria,IL-PELD group was rated as excellent in 24 cases,good in 19 cases and fair in 4 cases.In TF-PELD group the results were ex-cellent in 19 cases,good in 15 cases,fair in 3 cases and poor in 1 case.There was no significant difference between the two groups(P＞0.05).Conclusion IL-PELD and TF-PELD can expand the lateral recess in the treatment of single level lumbar lateral recess stenosis,and have achieved good clinical effects.

Objective To construct an artificial intelligence assisted diagnosis model based on deep learning for dynamically recognizing gastric lesions and their locations under gastroscopy in real time,and to evaluate its ability to detect and recognize gastric lesions and their locations.Methods The gastroscopy videos of 104 patients in our hospital was retrospectively analyzed,and the video frames were manually annotated.The annotated picture frames of lesion category were divided into the training set and the validation set according to the ratio of 8∶2,and the annotated picture frames of location category were divided into the training set and the validation set according to the patient sources at the ratio of 8∶2.These sets were utilized for training and validating the respective models.YoloV4 model was used for the training of lesion recognition,and ResNet152 model was used for the training of location recognition.The accuracy,sensitivity,specificity,positive predictive value,negative predictive value and location recognition accuracy of the auxiliary diagnostic model were evaluated.Results A total of 68 351 image frames were annotated,with 54 872 frames used as the training set,including 41 692 frames for lesion categories and 13 180 frames for location categories.The validation set consisted of 13 479 frames,comprising 10 422 frames for lesion categories and 3 057 frames for location categories.The lesion recognition model achieved an overall accuracy of 98.8%,with a sensitivity of 96.6%,specificity of 99.3%,positive predictive value of 96.3%,and negative predictive value of 99.3% in validation set.Meanwhile,the location recognition model demonstrated an top-5 accuracy of 87.1% .Conclusion The artificial intelligence assisted diagnosis model based on deep learning for real-time dynamic recognition of gastric lesions and their locations under gastroscopy has good ability in lesion detection and location recognition,and has great clinical application prospects.

For the past 30 years,percutaneous balloon mitral valve dilatation has been performed under the guidance of X-rays and bedside ultrasound.However,there are still some cases of mitral valve stenosis in the large atrium where balloon dilation failed.Intraperitoneal ultrasound-guided percutaneous balloon mitral valve plasty is accurate and feasible,which can reduce the occurrence of complications and improve the success rate of such elderly complex cases.Two patients with severe mitral stenosis underwent percutaneous balloon mitral valve plasty guided by intracardiac ultrasound.The operations were successful without any complications,which can provide reference for clinical treatment of mitral stenosis.

Objective:This study aims to evaluate the clinical efficacy and safety of Dibai Yijing Formula(DYF)in the treat-ment of male infertility with essence deficiency in the kidney and damp-heat in the essence chamber(Abbreviation:kidney deficiency and damp-heat type).Methods:This study employed a randomized,controlled clinical trial design,recruiting 72 male patients with infertility due to kidney deficiency and damp-heat type.Patients were randomly assigned to an treatment group(36 patients)and a control group(36 patients)using a random number table.The control group received oral Clomiphene Citrate Capsules(50 mg,twice daily),while the treatment group received oral DYF(one dose daily,200 ml each time,30 minutes after breakfast and dinner).Both groups underwent a 12-week treatment period.After treatment,sperm concentration(SC),percentage of progressively motile sperms(PR),total sperm motility[PR+percentage of non-progressively motile sperms(NP)],and semen volume(SV)were compared between the two groups before and after treatment.Additionally,the total score of Traditional Chinese Medicine(TCM)syndrome score and sperm DNA fragmentation index(DFI)and pregnancy outcomes of the patients'spouses were compared between the two groups.Results:Three patients dropped out from the treatment group and four from the control group.There were no statistically sig-nificant differences in semen parameters between the two groups(P＞0.05).After treatment,the patients in the treatment group showed significant difference in the percentage of SC([19.42±5.30]x 106/ml vs[10.75±2.41]x 106/ml),PR([27.72±6.62]％vs[20.04±4.10]％),PR+NP([49.86±10.68]％vs(33.74±5.58)％],DFI([12.33±3.43]％vs[15.06±3.98]％)and TCM symtom score([7.45±1.82]vs[13.85±1.91]),and the difference was statistically significant(P＜0.05).The patients in the control group showed significant difference in the percentage of SC([19.56±5.24]× 106/ml vs[11.31±2.08]× 106/ml)and TCM symptom score([12.81±1.86]vs[14.06±1.64]).But no significant changes were observed in the PR([21.75±5.93]％vs[20.05±4.67]％),PR+NP([34.23±7.15]％vs[32.35±4.09]％),SV([3.19±1.08]ml vs[3.12±1.13]ml),and DFI([15.11±4.76]％vs[15.51±4.35]％)were not statistically significant(P＞0.05).Improve-ments in PR,PR+NP,TCM symptom score and DFI in the treatment group were better than those in the control group after treatment(P＜0.05);the differences in SC and SV and spousal pregnancy in the treatment group were not statistically significant compared with those in the control group(P＞0.05).No serious adverse events occurred in both groups during the treatment period.Conclusion:The treatment of male infertility with DYF is effective and safe.