1.Deep learning for accurate lung artery segmentation with shape-position priors
Chao GUO ; Xuehan GAO ; Qidi HU ; Jian LI ; Haixing ZHU ; Ke ZHAO ; Weipeng LIU ; Shanqing LI
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(03):332-338
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.
2.Impact of 5G remote robotic cholecystectomy on postoperative rehabilitation and quality of life in patients with gallstones
Yuqi MA ; Ming HU ; Yuan DENG ; Jing YANG ; Jin GUO ; Zeping ZHANG ; Wutang JING ; Weipeng ZHAN ; Hui CAI ; Yuntao MA
Chinese Journal of General Surgery 2025;40(7):528-532
Objective:To evaluate the effect of 5th generation mobile communication technology(5G) remote robot-assisted cholecystectomy on postoperative recovery and quality of life in patients with gallstones.Methods:Clinical data of patients who underwent 5G remote robotic cholecystectomy(20 cases) vs traditional robotic cholecystectomy(20 cases) at Gansu Provincial People's Hospital from May to September 2023 were retrospectively analyzed. Intraoperative and postoperative related indexes were compared between the two groups, and changes in pain analog scores before, 12 hours, and 24 hours after surgery, and global quality of life (GIQLI) scores before and 3 months after surgery were evaluated.Results:There was no significant difference between the two groups in terms of intraoperative and postoperative conditions (intraoperative blood loss, operative time, time to exhaustion, and length of hospital stay). Patients' pain analog scores at 12 and 24 hours postoperatively were lower than preoperatively, but the differences were not statistically significant( P>0.05). In addition, there was no significant difference in recovery indicators between the two groups compared to the control group ( P>0.05). Conclusion:The postoperative recovery metrics of 5G tele-robotic-assisted cholecystectomy were consistent with the results of conventional robotic surgery.
3.Impact of 5G remote robotic cholecystectomy on postoperative rehabilitation and quality of life in patients with gallstones
Yuqi MA ; Ming HU ; Yuan DENG ; Jing YANG ; Jin GUO ; Zeping ZHANG ; Wutang JING ; Weipeng ZHAN ; Hui CAI ; Yuntao MA
Chinese Journal of General Surgery 2025;40(7):528-532
Objective:To evaluate the effect of 5th generation mobile communication technology(5G) remote robot-assisted cholecystectomy on postoperative recovery and quality of life in patients with gallstones.Methods:Clinical data of patients who underwent 5G remote robotic cholecystectomy(20 cases) vs traditional robotic cholecystectomy(20 cases) at Gansu Provincial People's Hospital from May to September 2023 were retrospectively analyzed. Intraoperative and postoperative related indexes were compared between the two groups, and changes in pain analog scores before, 12 hours, and 24 hours after surgery, and global quality of life (GIQLI) scores before and 3 months after surgery were evaluated.Results:There was no significant difference between the two groups in terms of intraoperative and postoperative conditions (intraoperative blood loss, operative time, time to exhaustion, and length of hospital stay). Patients' pain analog scores at 12 and 24 hours postoperatively were lower than preoperatively, but the differences were not statistically significant( P>0.05). In addition, there was no significant difference in recovery indicators between the two groups compared to the control group ( P>0.05). Conclusion:The postoperative recovery metrics of 5G tele-robotic-assisted cholecystectomy were consistent with the results of conventional robotic surgery.
4.Correlation of KRAS Gene 3'UTR Polymorphisms with Cervical Cancer and Cervical Intraepithelial Neoplasia in Chinese Han Population in Yunnan Province
Ni GUO ; Cheng ZHANG ; Chao HONG ; Weipeng LIU ; Yufeng YAO ; Zhiling YAN
Journal of Kunming Medical University 2024;45(2):14-22
Objective To investigate the correlation between rs712 and rs7973450 located at the 3'UTR region of the KRAS gene and the risk of cervical cancer(CC)and cervical intraepithelial neoplasia(CIN)in Chinese Han population in Yunnan province.Methods A total of 2405 individuals(461 subjects with CIN,961 subjects with CC and 983 healthy controls)were enrolled.The SNPs were genotyped used TaqMan assay and the correlation of these SNPs with CIN and CC was analyzed.Results The A allele of rs7973450 might be a protective factor for the occurrence of CIN(P = 0.004,OR= 0.651,95%CI 0.487~0.871)and CC(P = 7.00×10-4,OR= 0.667,95%CI 0.529~0.844).There was no significant difference in allelic and genotypic distribution of rs712 among CIN,CC and Control groups(P>0.017).The haplotype assay showed thatrs712A-rs7973450G was associated with increased risk of CIN(P = 4.00×10-4;OR= 1.714,95%CI 1.269~2.314)and CC(P = 3.84×10-5,OR= 1.667,95%CI 1.305~2.131).While haplotype rs712A-rs7973450A was associated with a lower risk of CC(P = 0.012,OR= 0.790,95%CI 0.658~0.950).Conclusion The A allele of rs7973450 in 3'UTR of KRAS gene might be the protective factor for the occurrence of CIN and CC in a Chinese Han population in Yunnan province.
5.Clinical value of open abdomen therapy in non-traumatic critically patients: a multicenter retrospective study
Xiaoyu YAN ; Bingkui REN ; Weipeng HUANG ; Feng GUO ; Wenxing TONG ; Xiangde ZHENG ; Lin XUE ; Shuangling LI ; Yongyi CHEN ; Xiangyang LIU ; Jun DUAN ; Lu XU ; Zhigang CHANG
Chinese Journal of Digestive Surgery 2024;23(11):1416-1422
Objective:To investigate the clinical value of open abdomen therapy in non-traumatic critically patients.Methods:The retrospective cohort study was conducted. The clinical data of 23 non-traumatic critically patients who underwent open abdomen therapy in 5 hospitals in China from July 2015 to July 2024 were collected. There were 17 males and 6 females, aged 70(range, 24-84)years. Measurement data with normal distribution were represented as Mean± SD, and measurement data with skewed distribution were represented as M(range). Count data were described as absolute numbers. Repeated measurement data were analyzed using the repeated ANOVA, and pairwise comparison within groups was conducted using the least significant difference method. The Boruta algorithm was applied for analyzing variables related to survival outcomes. Results:(1) Treatment of patients undergoing open abdomen therapy. ① The intra-abdominal pressure, lactate, heart rate, central venous pressure, mean arterial pressure, sequential organ failure assessment score of 23 patients from preoperation to postoperative day 3 were changed from (19.7±5.4)mmHg (1 mmHg=0.133 kPa), (6.1±1.9)mmol/L, (120±14)beats/minutes, (13.1±4.3)cmH 2O (1 cmH 2O=0.098 kPa), (58.8±6.8)mmHg, 13.2±1.8 to (10.6±1.3)mmHg, (2.3±0.6)mmol/L, (95±10)beats/minutes, (8.8±2.0)cmH 2O, (75.2±8.5)mmHg, 10.1±1.6, respectively, showing significant differences in the time effect of changes in the above indicators ( Ftime=46.40, 29.19, 24.91, 11.84, 27.81, 11.71, P<0.05). ② The oxygenation index, total intake, total output of 23 patients from preoperation to postoperative day 3 were changed from (255.0±54.2)mmHg, (5388±1562)mL, (2 520±630)mL to (291.7±25.0)mmHg, (2 886±866)mL, (3 221±923)mL, respectively, showing significant differences in the time effect of changes in the above indicators ( Ftime=7.61, 13.83, 2.97, P<0.05). ③The daily caloric intake, daily protein supplementation of 23 patients from preoperation to postoperative day 3 were changed from (465±116)kcal, (18±5)g to (1 628±472)kcal, (60±18)g, respectively, showing significant differences in the time effect of changes in the above indicators ( Ftime=40.31, 41.23, P<0.05). (2) Patients outcomes after open abdomen therapy. Of 23 patients, 18 cases survived and 5 cases died. The duration of intensive care unit stay and duration of hospital stay of 23 patients were 26(range, 5-82)days and 40(range, 5-98)days. Twelve of 23 patients received renal replacement therapy for 12 (range, 5-32)days. Time of pain and sedation management, mechanical ventilation, antimicrobial therapy, vasopressor therapy of 23 patients were 13(range, 5-74)days, 12(range, 5-74)days,20(range, 5-50)days, 6(range, 2-35)days. (3) Analysis of variables related to survival outcomes for patients after open abdomen therapy. Results of Boruta analysis showed that postoperative high-output enteric fistula, postoperative bile fistula, postoperative intra-abdominal hemorrhage, postoperative enteric air fistula, and preoperative mean arterial pressure were significantly associated with survival outcomes. Conclusions:Open abdomen therapy is effective in the treatment of non-traumatic critically patients. Postoperative high-output enteric fistula, postoperative bile fistula, postoperative intra-abdominal hemorrhage, postoperative enteric air fistula, and preoperative mean arterial pressure reduction are significantly associated with survival outcomes.
6.Clinical value of open abdomen therapy in non-traumatic critically patients: a multicenter retrospective study
Xiaoyu YAN ; Bingkui REN ; Weipeng HUANG ; Feng GUO ; Wenxing TONG ; Xiangde ZHENG ; Lin XUE ; Shuangling LI ; Yongyi CHEN ; Xiangyang LIU ; Jun DUAN ; Lu XU ; Zhigang CHANG
Chinese Journal of Digestive Surgery 2024;23(11):1416-1422
Objective:To investigate the clinical value of open abdomen therapy in non-traumatic critically patients.Methods:The retrospective cohort study was conducted. The clinical data of 23 non-traumatic critically patients who underwent open abdomen therapy in 5 hospitals in China from July 2015 to July 2024 were collected. There were 17 males and 6 females, aged 70(range, 24-84)years. Measurement data with normal distribution were represented as Mean± SD, and measurement data with skewed distribution were represented as M(range). Count data were described as absolute numbers. Repeated measurement data were analyzed using the repeated ANOVA, and pairwise comparison within groups was conducted using the least significant difference method. The Boruta algorithm was applied for analyzing variables related to survival outcomes. Results:(1) Treatment of patients undergoing open abdomen therapy. ① The intra-abdominal pressure, lactate, heart rate, central venous pressure, mean arterial pressure, sequential organ failure assessment score of 23 patients from preoperation to postoperative day 3 were changed from (19.7±5.4)mmHg (1 mmHg=0.133 kPa), (6.1±1.9)mmol/L, (120±14)beats/minutes, (13.1±4.3)cmH 2O (1 cmH 2O=0.098 kPa), (58.8±6.8)mmHg, 13.2±1.8 to (10.6±1.3)mmHg, (2.3±0.6)mmol/L, (95±10)beats/minutes, (8.8±2.0)cmH 2O, (75.2±8.5)mmHg, 10.1±1.6, respectively, showing significant differences in the time effect of changes in the above indicators ( Ftime=46.40, 29.19, 24.91, 11.84, 27.81, 11.71, P<0.05). ② The oxygenation index, total intake, total output of 23 patients from preoperation to postoperative day 3 were changed from (255.0±54.2)mmHg, (5388±1562)mL, (2 520±630)mL to (291.7±25.0)mmHg, (2 886±866)mL, (3 221±923)mL, respectively, showing significant differences in the time effect of changes in the above indicators ( Ftime=7.61, 13.83, 2.97, P<0.05). ③The daily caloric intake, daily protein supplementation of 23 patients from preoperation to postoperative day 3 were changed from (465±116)kcal, (18±5)g to (1 628±472)kcal, (60±18)g, respectively, showing significant differences in the time effect of changes in the above indicators ( Ftime=40.31, 41.23, P<0.05). (2) Patients outcomes after open abdomen therapy. Of 23 patients, 18 cases survived and 5 cases died. The duration of intensive care unit stay and duration of hospital stay of 23 patients were 26(range, 5-82)days and 40(range, 5-98)days. Twelve of 23 patients received renal replacement therapy for 12 (range, 5-32)days. Time of pain and sedation management, mechanical ventilation, antimicrobial therapy, vasopressor therapy of 23 patients were 13(range, 5-74)days, 12(range, 5-74)days,20(range, 5-50)days, 6(range, 2-35)days. (3) Analysis of variables related to survival outcomes for patients after open abdomen therapy. Results of Boruta analysis showed that postoperative high-output enteric fistula, postoperative bile fistula, postoperative intra-abdominal hemorrhage, postoperative enteric air fistula, and preoperative mean arterial pressure were significantly associated with survival outcomes. Conclusions:Open abdomen therapy is effective in the treatment of non-traumatic critically patients. Postoperative high-output enteric fistula, postoperative bile fistula, postoperative intra-abdominal hemorrhage, postoperative enteric air fistula, and preoperative mean arterial pressure reduction are significantly associated with survival outcomes.
7.The experience on trocar layout method for robotic "3+2" mode gastrointestinal surgery
Ming HU ; Diaolong MA ; Wentao ZHANG ; Shixun MA ; Jing YANG ; Jin GUO ; Weipeng ZHAN ; Yuntao MA ; Hui CAI
Chinese Journal of General Surgery 2023;38(8):589-594
Objective:Based on experience of robotic gastrointestinal surgery at the Department of General Surgery, Clinical Medicine Center of Gansu Provincial Hospital, this study explored the principles and methods of trocar layout for robotic "3+2" mode gastrointestinal surgery, suitable for beginners.Methods:From Apr 2017 to Oct 2022, the robotic gastrointestinal surgery team of Gansu Provincial Hospital completed 998 cases of robotic "3+2" mode gastrointestinal surgery, including 600 cases of gastric cancer, 100 cases of rectal cancer, 98 cases of descending colon and sigmoid colon cancer, 20 cases of transverse colon cancer, and 180 cases of right colon cancer. Through the continuous optimization and improvement of the problems encountered during the operation, combined with the operator's experience, and taking into account various aspects, we developed the robotic "3+2" mode trocar layout for gastrointestinal surgery.Results:Four principles of trocar layout were developed, namely, the principle of lens placement around the navel, the principle of symmetry in the main operation, the principle of 8-10cm distance between trocar holes, and the principle of symmetry in the auxiliary hole lens. Three trocar layout methods and principles applicable to robotic gastric surgery, and four applicable to robotic colorectal surgery were developed.Conclusion:The trocar layout method of robotic "3+2" mode gastrointestinal surgery is established based on a large number of robotic gastrointestinal surgery experiences. This method is simple and easy to learn, with strong repeatability and operability.
8.Meta-analysis of the Efficacy of Gongliuqing Capsules Combined with Mifepristone in the Treatment of Uterine Leiomyoma
Yizheng ZHONG ; Jiahua HUANG ; Meijun PAN ; Huaqing JIANG ; Hao ZHENG ; Wei LI ; Sijian CHEN ; Yingying CAO ; Fan HUANG ; Fasen DENG ; Weipeng SUN ; Kaimin GUO
China Pharmacy 2020;31(2):221-226
OBJECTIVE:To systematically evaluate therapeutic efficacy of Gongliuqing capsules combined with mifepristone in the treatment of uterine leiomyoma ,in order to provide evidence-based reference for clinical medication. METHODS :Retrieved from Cochrane Library ,PubMed,Embase,CJFD,VIP,CBM and Wanfang database ,randomized controlled trials (RCTs)about Gongliuqing capsules combined with mifepristone (trial group )versus mifepristone alone (control group )in the treatment of uterine leiomyoma were collected. After literature screening and data extraction ,the quality of included literatures was evaluated with modified Jadad scale. Meta-analysis was conducted by using Stata 14.0 software,and trial sequential analysis (TSA)was performed by using TSA 0.9 software. RESULTS :A total of 12 RCTs were included ,involving 1 210 patients. The results of Meta- analysis showed that the total response rate of trial group [RR =1.12,95%CI(1.00,1.26),P<0.05] was significantly higher than that of control group ;maximum uterine leiomyoma volume after treatment [SMD =-1.08,95%CI(-1.21,-0.95),P<0.05],uterine volume after treatment [SMD =-0.80,95%CI(-1.14,-0.45), P<0.05],follicle stimulating hormone (FSH)level [SMD = - 0.28,95% CI(- 0.45,- 0.19),P<0.05],luteinizing hormone(LH)level [SMD =-0.44,95%CI(-0.52,-0.12), 020-38076311。E-mail:867203217@qq.com P<0.05],E2 level [SMD =-2.69,95%CI(-3.08,-1.49), P<0.05] and progesterone (P)level [SMD =-1.27,95%CI(-1.69,-0.71),P<0.05] of trial group were significantly lower or better than those of control group. Results of subgroup analysis showed that except for the level of FSH in 5 and 10 mg mifepristone groups (P>0.05),maximum uterine leiomyoma volume after treatment ,uterine volume after treatment ,the levels of FSH,LH,E2 and P in trial group were significantly lower than control group. The results of TSA showed that there were definite evidences for total response rate of Gongliuqing capsules combined with mifepristone being better in the treatment of hysteromyoma. CONCLUSIONS :Total response rate of Gongliuqing capsules combined with mifepristone in the treatment of hysteromyoma is better than mifepristone alone ,which can effectively decrease the volume of maximum uterine leiomyoma volume and uterine vilume ,and reduce the level of serum hormone.
9.Surgical techniques and short-term outcomes of transvesical robot assisted radical prostatectomy
Xiaochen ZHOU ; Bin FU ; Cheng ZHANG ; Weipeng LIU ; Ju GUO ; Gongxian WANG
Chinese Journal of Urology 2019;40(2):127-131
Objective To introduce the technique and report our initial experience of transvesical robot assisted radical prostatectomy (TvRARP).Methods From April 2018 to August 2018,10 patients underwent TvRARP performed by a single surgical team were retrospectively reviewed.Preoperative data of patients [aged (58.6 ± 9.4) years,BMI (26.5 ± 3.1) kg/m2,tPSA (19.5 ± 4.1) ng/ml,biopsy Gleason score 6(6-7),prostate volume (33.4 ± 15.8) ml and IIEF-5 score 12 (10-16)] were collected.Preoperative study revealed 8 cases of cT1c,1 case of cT2a and 1 case of cT2b.All patients were continent preoperatively.During the surgical procedure,the bladder was opened,and a circumferential incision was then made around the internal urethral orifice.Initially,posterior dissection of bilateral vas deferens and seminal vesicles was performed,followed by posterior dissection towards apex.Lateral dissection of neurovascular bundles was performed before anterior dissection towards apex.The exposed urethra was transected and specimen was removed.Vesicourethral anastomosis and closure of bladder was performed in a standard way.Results All 10 cases were successfully performed robotically without conversion,transfusion or other major intraoperative or postoperative complications.Postoperative pathology confirmed 6 cases of pT2a,3 cases of pT2b and 1 case of pT2c [median Gleason score 6 (6-7)].One case was reported positive surgical margin.Operative time was (140.5 ± 35.5) mins.Estimated blood loss was (65.5 ± 35.5) ml.Urethral catheter was removed at 7 days postoperatively.Nine patients achieved urinary continence (0 pads) immediately after the removal of urinary catheter,while 1 patient returned to full continence at 2 weeks postoperatively.During a mean follow-up of 3 months (2-4 months),no biochemical recurrence was detected (tPSA < 0.2 ng/ml).At 2 months postoperatively,IIEF-5 score was 11 (8-13) and no statistically difference was made compared with preoperative data (p > 0.05).Conclusions Transvesical approach is a valid alternative of RARP in patients bearing localized low-risk prostate cancer.Tumor control and preservation of erectile function remains to be determined by long term follow-up.
10.Analysis of the Literature Quality of Systematic Evaluation/Meta-analysis of Oral Administration of Traditional Chinese Medicine in the Treatment of Lumbar Disc Herniation Based on Radar Plot
Fan HUANG ; Siyi ZHAO ; Mingwang QIU ; Yunying YANG ; Weipeng SUN ; Xiaotao JIANG ; Zhiyong FAN ; Rusong GUO ; Shan WU
China Pharmacy 2019;30(3):403-408
OBJECTIVE: To evaluate the literature quality of systematic reviews/Meta-analysis of oral administration of traditional Chinese medicine (TCM) in the treatment of lumbar disc herniation (LDH) using radar plot, and to provide scientific and effective evidence for clinical use of medicine. METHODS: Retrieving CNKI, VIP, Wanfang database, CBM, PubMed, Cochrane library and Embase during the establishement of database to Oct. 1st, 2018, the literatures about systematic reviews/Meta-analysis of oral administration of TCM in the treatment of LDH were collected. After data extraction of literatures met inclusion criteria, the quality literatures were evaluated from 6 aspects of radar plot (year of publication, design type, AMSTAR methodological quality evaluation, PRISMA reprot quality evaluation, homogeneous, publication bias risk). The average score of rank number was calculated. Moreover, Excel 2010, Adobe Illustrator CC and other software were used to draw and optimize the radar plot. RESULTS: A total of 6 qualified literatures were included; average score of rank number of 6 aspects were 3.83, 4.67, 3.83, 3.67, 6.00, 4.67, scoring 4.56 in average. Multivariate evaluation of radar plot showed that 2 studies had higher qualities and only 1 study had lower qualities relatively. However, problems could be found such as information selection bias, inclusion and exclusion criteria, publication situation, limitations, project registration. CONCLUSIONS: The literature quality of systematic review/Meta-analysis of oral administration of TCM in the treatment of LDH need to be improved, starting with strengthening methodological quality and reporting quality. Radar plot is a visual and effective method of graphic evaluation, which is worth popularizing and applying in the future.

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