1.A dual-encoder U-Net based algorithm for right ventricle MRI segmentation
Weibin DING ; Shaohua JIANG ; Ting XU ; Lijuan HUANG
Chinese Journal of Medical Physics 2025;42(8):1026-1035
The accurate segmentation of the right ventricle is crucial for cardiac disease research,but its low contrast with surrounding tissues and complex structure make segmentation challenging.To address these issues,a dual-encoder segmentation model combining nested multi-scale feature fusion and feature repurposing modules is proposed.Specifically,the nested multi-scale feature fusion module captures boundary detail features through multi-scale dilated convolutions and reduces the semantic gap between the encoder and decoder using short skip connections,while the feature repurposing module enhances feature extraction ability by leveraging fine-grained features from shallow layers.Ablation experiments show that the inclusion of these two modules improves the Dice similarity coefficient of U-Net by 3.14%.On the ACDC dataset,the proposed model achieves a Dice similarity coefficient of 90.31%and a mean Hausdorff distance of 5.21 mm,outperforming other comparative models.Additionally,its generalization ability is validated on the M&Ms dataset.Experimental results demonstrate the excellent performance and robustness of the proposed model in right ventricle segmentation.
2.Quality control protocol for adult overweight and obesity screening in health management (examination) institutions (2025 edition)
Jianling FAN ; Tiejun WANG ; Pengfei YANG ; Keke DING ; Xiaoning HAO ; Sunfang JIANG ; Ankang LÜ ; Jianping LU ; Sheng RONG ; Weibin SHI ; Shengwei SUN ; Yan TAN ; Qilei TU ; Zhiping WANG ; Bing WANG ; Jianyun WANG ; Weijian WANG ; Yan WANG ; Qun XU ; Chenli ZHANG ; Fan ZHANG ; Ping ZHANG ; Yansong ZHENG ; Jieru ZHOU ; Dan CHEN ; Jiaoyang ZHENG
Chinese Journal of Clinical Medicine 2025;32(6):1097-1111
Obesity, as a chronic recurrent disease, has become a major public health challenge in China. To implement the requirements of the Healthy China Initiative (2019—2030), under domestic guidelines or consensus statements on overweight and obesity, and in alignment with the latest scientific advances globally, the Quality control protocol for adult overweight and obesity screening in health management (examination) institutions (2025 edition) was developed. This protocol was drafted by the Health Management Center of Shanghai Changzheng Hospital and formulated through multiple rounds of deliberation by experts in China’s health examination quality control field. The protocol establishes unified standards for screening facilities, personnel qualifications, and measurement or testing procedures. It defines specific screening items, outlines a standardized screening pathway, and sets requirements for the final medical review, ensuring the scientific validity, effectiveness, and safety of the screening process. The implementation of this protocol will enhance the consistency of weight management practices for adults across health examination institutions and strengthen the quality control of overweight and obesity screening programs.
3.The clinical efficacy of retrograde tibial intramedullary nail combined with lateral less invasive stabilization system in the treatment of distal femoral fractures
Weizhen XU ; Zhenqi DING ; Hui LIU ; Jinhui ZHANG ; Yuanfei XIONG ; Weibin LIN ; Jin WU
Chinese Journal of Orthopaedics 2025;45(4):197-204
Objective:To explore the clinical efficacy of retrograde tibial intramedullary nail (RTN) combined with less invasive stabilization system (LISS) in the treatment of distal femoral fractures.Methods:A retrospective analysis was conducted on the data of 11 patients with distal femoral fractures who underwent RTN combined with LISS locking plate treatment at the 909th Hospital from June 2021 to December 2022. There were 5 males and 6 females, with an average age of 56.5±17.5 years. The fracture types were AO/OTA 33A2 in 2 cases, A3 in 2 cases, C1 in 2 cases, and C2 in 2 cases. There were 3 cases of periprosthetic femoral fractures after total knee arthroplasty (TKA), all classified as Rorabeck type Ⅱ. They were treated with retrograde intramedullary nailing of the tibia combined with a minimally invasive lateral internal fixation system. The operation time, intraoperative blood loss, fracture healing time, full weight-bearing time, femorotibial angle, range of motion (ROM) of the knee joint, Hospital for Special Surgery (HSS) score, visual analogue scale (VAS) for pain, and complications were recorded.Results:The operation was successfully completed in all 11 cases. The operation time was 98.3±9.0 min (range 83-115 min), and the intraoperative blood loss was 167.8±24.3 ml (range 120-210 ml). All 11 cases were followed up for 11.0±1.9 months (range 9-15 months). The healing time of 11 cases was 5.3±0.8 months (range 4-6 months) after operation. The time of complete weight-bearing activity after operation was 55.7±6.5 d (range 46-67 d). At the last follow-up, the femoral-tibial angle of 11 cases was 171.2°±1.8° (range 169°-174°), the ROM of knee joint was 129.5°±4.7° (range 120°-135°), and the HSS score was 86.8±6.9 points (range 69-95 points). There were no major complications except for one case of superficial infection of surgical incision after operation.Conclusion:RTN combined with lateral LISS locking plate showed good clinical effect with the advantages of less trauma, reliable fixation, rapid recovery, less postoperative complications.
4.The clinical efficacy of retrograde tibial intramedullary nail combined with lateral less invasive stabilization system in the treatment of distal femoral fractures
Weizhen XU ; Zhenqi DING ; Hui LIU ; Jinhui ZHANG ; Yuanfei XIONG ; Weibin LIN ; Jin WU
Chinese Journal of Orthopaedics 2025;45(4):197-204
Objective:To explore the clinical efficacy of retrograde tibial intramedullary nail (RTN) combined with less invasive stabilization system (LISS) in the treatment of distal femoral fractures.Methods:A retrospective analysis was conducted on the data of 11 patients with distal femoral fractures who underwent RTN combined with LISS locking plate treatment at the 909th Hospital from June 2021 to December 2022. There were 5 males and 6 females, with an average age of 56.5±17.5 years. The fracture types were AO/OTA 33A2 in 2 cases, A3 in 2 cases, C1 in 2 cases, and C2 in 2 cases. There were 3 cases of periprosthetic femoral fractures after total knee arthroplasty (TKA), all classified as Rorabeck type Ⅱ. They were treated with retrograde intramedullary nailing of the tibia combined with a minimally invasive lateral internal fixation system. The operation time, intraoperative blood loss, fracture healing time, full weight-bearing time, femorotibial angle, range of motion (ROM) of the knee joint, Hospital for Special Surgery (HSS) score, visual analogue scale (VAS) for pain, and complications were recorded.Results:The operation was successfully completed in all 11 cases. The operation time was 98.3±9.0 min (range 83-115 min), and the intraoperative blood loss was 167.8±24.3 ml (range 120-210 ml). All 11 cases were followed up for 11.0±1.9 months (range 9-15 months). The healing time of 11 cases was 5.3±0.8 months (range 4-6 months) after operation. The time of complete weight-bearing activity after operation was 55.7±6.5 d (range 46-67 d). At the last follow-up, the femoral-tibial angle of 11 cases was 171.2°±1.8° (range 169°-174°), the ROM of knee joint was 129.5°±4.7° (range 120°-135°), and the HSS score was 86.8±6.9 points (range 69-95 points). There were no major complications except for one case of superficial infection of surgical incision after operation.Conclusion:RTN combined with lateral LISS locking plate showed good clinical effect with the advantages of less trauma, reliable fixation, rapid recovery, less postoperative complications.
5.A dual-encoder U-Net based algorithm for right ventricle MRI segmentation
Weibin DING ; Shaohua JIANG ; Ting XU ; Lijuan HUANG
Chinese Journal of Medical Physics 2025;42(8):1026-1035
The accurate segmentation of the right ventricle is crucial for cardiac disease research,but its low contrast with surrounding tissues and complex structure make segmentation challenging.To address these issues,a dual-encoder segmentation model combining nested multi-scale feature fusion and feature repurposing modules is proposed.Specifically,the nested multi-scale feature fusion module captures boundary detail features through multi-scale dilated convolutions and reduces the semantic gap between the encoder and decoder using short skip connections,while the feature repurposing module enhances feature extraction ability by leveraging fine-grained features from shallow layers.Ablation experiments show that the inclusion of these two modules improves the Dice similarity coefficient of U-Net by 3.14%.On the ACDC dataset,the proposed model achieves a Dice similarity coefficient of 90.31%and a mean Hausdorff distance of 5.21 mm,outperforming other comparative models.Additionally,its generalization ability is validated on the M&Ms dataset.Experimental results demonstrate the excellent performance and robustness of the proposed model in right ventricle segmentation.
6.Effects of orlistat on the viability of human gallbladder cancer cells
Haihong CHENG ; Yuxin SUN ; Xiaopeng YU ; Shouhua WANG ; Jun DING ; Di ZHOU ; Xiaoyu ZHANG ; Jiandong WANG ; Weibin SHI ; Fei MA
Chinese Journal of Digestive Surgery 2023;22(5):636-641
Objective:To investigate the effects of orlistat on the viability of human gall-bladder cancer (GBC) cells.Methods:The experimental study was conducted. The human GBC NOZ cells with high expression of FSAN was screened out through in vitro cultivating human GBC-SD, SGC-996 and NOZ cells. The cell proliferation assay, clone formation assay and protein detection experiment were used to analysis of the effects of orlistat on the viability of human GBC cells. Cell grouping: NOZ cells cultured with medium were set as the control group, cultured with medium + 10 μmol/L orlistat were set as the low-dose orlistat group, cultured with medium + 100 μmol/L orlistat were set as the high-dose orlistat group, respectively. Observation indicators: (1) expression of FASN protein in human GBC cells; (2) effects of orlistat on the proliferation of human GBC NOZ cells; (3) effects of orlistat on apoptosis of human GBC NOZ cells. Measurement data with normal distribution were represented as Mean± SD, the ANOVA test was used for comparison between groups and the least significant difference method was used for pairwise comparison. Results:(1) Expression of FASN protein in human GBC cells. Results of western blot showed that the relative expression of FASN protein in human GBC NOZ, GBC-SD and SGC-996 cells was 0.57±0.06, 0.12±0.04 and 0.10±0.02, respectively, showing a significant difference among them ( F=115.67, P<0.05). There were significant differences between the NOZ cells and the GBC-SD or the SGC-996 cells ( P<0.05), and there was no significant difference between the GBC-SD cells and the SGC-996 cells ( P>0.05). (2) Effects of orlistat on the proliferation of human GBC NOZ cells. ① Results of cell proliferation assay showed that the absorbance value of NOZ cells was 2.34±0.12, 1.57±0.08 and 1.07±0.13 in the control group, low-dose orlistat group and high-dose orlistat group, respectively, showing a significant difference among them ( F=205.88, P<0.05). ② Results of clone formation assay showed that the number of NOZ cells clones was 257±23, 153±11 and 83±11 in the control group, low-dose orlistat group and high-dose orlistat group, respectively, showing a significant difference among them ( F=92.64, P<0.05). ③Results of western blot showed that the relative expression of Cyclin-D1 protein of NOZ cells was 2.31±0.10, 1.52±0.05 and 1.23±0.11 in the control group, low-dose orlistat group and high-dose orlistat group, respectively, showing a significant difference among them ( F=120.73, P<0.05). The relative expression of CDK-4 protein of NOZ cells was 1.58±0.04, 1.21±0.02 and 1.19±0.04 in the control group, low-dose orlistat group and high-dose orlistat group, respectively, showing a signifi-cant difference among them ( F=110.45, P<0.05). (3) Effects of orlistat on apoptosis of human GBC NOZ cells. Results of western blot showed that the relative expression of Bcl-2 protein of NOZ cells was 1.07±0.03, 0.36±0.03 and 0.15±0.02 in the control group, low-dose orlistat group and high-dose orlistat group, respectively, showing a significant difference among them ( F=1 242.93, P<0.05). The relative expression of Bax protein of NOZ cells was 0.51±0.03, 0.38±0.05 and 1.38±0.04 in the control group, low-dose orlistat group and high-dose orlistat group, respectively, showing a signifi-cant difference among them ( F=583.51, P<0.05). Conclusion:Orlistat can inhibit the growth of human GBC NOZ cells and promote their apoptosis.
7.The value of combination of micro-flow imaging and color Doppler flow imaging in the detection of vascular in hepatic tumors
Hong HAN ; Zhengbiao JI ; Hong DING ; Weibin ZHANG ; Luxia JING ; Longhui ZHANG ; Zheng ZHU ; Wenping WANG
Chinese Journal of Ultrasonography 2019;28(2):114-117
Objective To evaluate the value in the diagnosis of focal nodular hyperplasia( FNH) by combining micro-flow imaging ( MFI) and color Doppler flow imaging ( CDFI) . Methods A total of 32 patients with 32 FNH lesions were enrolled in this study . Each patient underwent CDFI ,MFI ,and contrast-enhanced ultrasonography ( CEUS ) examinations . The differences in the grade and characteristic distribution of blood flow in FNH were compared between CDFI and MFI . The results were further compared with CEUS . Results There was a significant difference between MFI and CDFI in detecting the blood flow in FNH . Twenty-six cases (81 .3% ) were detected with blood flow of grade Ⅱ and Ⅲ by MFI , however , 18 cases ( 56 .3% ) were detected of grade Ⅱ and Ⅲ by CDFI ( P = 0 .000) . A total of 12 (37 .5% ) lesions were correctly showed spoke-wheel arterial flow peculiar by CDFI ,whereas the number increased to 23(71 .9% ) in combination with MFI( P = 0 .013) . Conclusions In combination with MFI , CDFI can reveal more blood flow and detect more sensitively in FNH ,which helps to diagnose FNH . To a certain degree ,it can be applied to reduce the use of CEUS .
8.Experimental study of superparamagentic scaffolds used to repair rabbit mandibular defect
Shanshan DING ; Yijun YU ; Chao LIU ; He ZHANG ; Xincong LI ; Weibin SUN ; Leiying MIAO
Journal of Medical Postgraduates 2017;30(3):251-256
Objective Sperparamagnetic material is widely used in tumor localization and treatment , but there are still few studies in bone tissue engineering .This study aims to investigate the osteogenic efficiency of superparamagnetic scaffolds poly lactic acid hydroxy acetic acid (PLGA)/iron-doped hydroxyapatite (Fe-HA) for repairing rabbit mandibular defects , as well as evaluating the biocompatibility of the material . Methods 36 New Zealand rabbits were randomly selected and randomly divided into 6 groups, control without and with static magnetic field ( SMF ) groups ( no material is implanted), PLGA scaffold without and with SMF groups (implanted PLGA), PLGA/Fe-HA scaffold without and with SMF groups ( im-planted PLGA/Fe-HA), each group has 6 rabbits.We created bilat-eral mandibular defect models , executed the rabbits at 4 weeks and 12 weeks post-surgery, marked the mandibular specimens which detected by general observation, Micro-CT and HE staining, and ana-lyzed the results of bone mineral density in defect area .The hematological detection , pathological examination of liver and kidney sam-ples were carried out at 12 weeks pot-surgery.. Results The PLGA/Fe-HA scaffold without and with SMF groups began to appear rough defect area edge , decreased defect diameter , new bone formation from 4 weeks; the defect area formed a smooth , continuous bone repair from 12 weeks.The PLGA scaffold without and with SMF groups appeared rough , irregular callus repair , visible boundary between defect edge and normal bone tissue .There are still have part of unrepaired bone defect in the center of defect area in the control without and with SMF groups.At 12 weeks , the bone mineral density of PLGA/Fe-HA scaffold with SMF group [(572.50±19.09) mgHA/cm3] , respectively, compared with the PLGA scaffold with SMF group [(467.00±6.24)mgHA/cm3], the control with SMF scaffold group [(480.00±2.08) mgHA/cm3], the PLGA/Fe-HA scaffold without SMF group [(461.00±19.79)mgHA/cm3], the PL-GA scaffold without SMF group [(446.00±11.31)mgHA/cm3] and the control without SMF group [(422.00±28.28) mgHA/cm3], all the differences were statistically significant ( P<0.05).The bone mineral density of PLGA/Fe-HA scaffold with SMF group at 4 weeks [(572.50±19.09)mgHA/cm3] was significantly higher than that at 12 weeks [(276.00±28.28)mgHA/cm3] (P<0.05), the differences between 4 weeks and 12 weeks in other groups were statistically significant (P<0.05). Conclusion The superparama-gentic PLGA/Fe-HA scaffolds can promote the repair of bone defect , optimize the osteogenic effect of the material with SMF .Also ,the scaffold showed a good biocompatibility .
9.Gastrocnemius muscle transfer for soft-tissue coverage and extensor mechanism reconstruction for limb-sparing resection of the proximal tibia
Jianqiang XU ; Weibin ZHANG ; Rong WAN ; Ping HAO ; Yaoqi YANG ; Xiaoyi DING
Chinese Journal of Tissue Engineering Research 2010;14(17):3050-3053
BACKGROUND: The proximal tibia is the second common site for primary bony sarcomas,which lacks adequate soft tissue coverage.Resection and reconstruction by any technique leave the reconstructed area in a subcutaneous position.This has been a major source of necrosis of skin and infections.OBJECTIVE: To observe the effect of gastrocnemius muscle transfer to obtain soft-tissue coverage and extensor mechanism reconstruction for limb-sparing resection of the proximal tibia with endoprosthetic reconstruction.METHODS: From January 2001 to June 2008,27 patients with osteosarcoma of the proximal tibia confirmed by biopsy were selected.All the tumours were assigned to stage IIB based on Enneking's classical staging system.Neoadjuvant chemotherapy(Bacci,IOR/OS-N4)was utilized for the patients.All the patients adopted limb-sparing surgery,i.e.resection of proximal tibia with endoprosthetic reconstruction.A gastrocnemius flap was utilized to improve implant coverage and enhance the patellar tendon repair.MSTS was used to measure the functional status of patients with a sarcoma in the leg.RESULTS AND CONCLUSION: The follow-up was averagely 53.1 months.Of 27 patients,2 cases(7%)died of lung metastasis within 2 years,1(4%)suffered from amputation due to infection and underwent amputation.The others developed no complications or recurrence.The MSTS score was averagely 25.1 points.Results show that resection with endoprosthetic reconstruction utilizing a gastrocnemius muscle flap for osteosarcoma of the proximal tibia is reliable and predictable in combination with neoadjuvant chemotherapy.
10.Longitudinal, radial and circumferential 2-dimensional strain for quantitative analysis of regional left ventricular systolic dysfunction in patients with coronary artery disease
Yan LI ; Qing Lü ; Xinfang WANG ; Mingxing XIE ; Jing ZHANG ; Shangwei DING ; Ming CHEN ; Jing WANG ; Lin HE ; Lijun HU ; Weibin LI
Chinese Journal of Ultrasonography 2009;18(4):277-280
Objective To assess longitudinal, radial and circumferential systolic strain of regional myocardium in patients with coronary artery disease by 2-dimensional strain echocardiography, and to explore stenosis of coronary artery impacting on regional left ventricular systolic dysfunction in quietscent condition. Methods Twenty-six patients with coronary artery disease were entrolled into this study and 26 healthy volenteers in the control group. The two-dimensional loop-einec were obtained in apical 4-chamber view,apical 2-chamber view and long axis view of left venricular, and three levels of the short axis views (mitral valve,papillary muscle and cardiac apex). According to left ventricle 18 segments divla, there were 194 affected myocardiums in 26 cases. According to stenosis degrees of coronary artery, the affected myocardiums were divided into two groups: group A (coronary stenosis degree≤70%) and group B (coronary stenosis degree>70%). Longitudinal, radial and circumferential systolic strain (SL, SR, SC) from regional myocardium were analyzed. Results Group A had 90 segments. Compared with control group,SL was decreased significantly from control group (P <0.05),while there were no significantly differences in SC and SR ( P>0.05). Group B had 104 segments. Compared with control group, SL, SC and SR were decreased significantly in group B(P <0.05). There were significant differences in SL,SC and SR between group A and group B(P<0.05). Conclusions Systolic dysfunction of left ventrieular regional myocardium in patients with coronary artery disease could be accuratly analyzed by 2-dimensional strain echocardiography. Changes of SL,SC and SR of regional myoeardium could reflect coronary stenosis severity degree.

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