1.Clinical effects of sequential treatment of extensive skin and soft tissue injuries of the lower leg accompanied by large segmental tibial defects by free transplantation of anterolateral thigh perforator flap combined with bone transport
Hailei ZHAO ; Zhigang SUN ; Xiaohui ZHAO ; Bin YANG ; Ming SHI ; Yuming SHEN
Chinese Journal of Burns 2025;41(3):242-250
Objective:To explore the clinical effects of sequential treatment of extensive skin and soft tissue injuries of the lower leg accompanied by large segmental tibial defects by free transplantation of anterolateral thigh perforator flap combined with bone transport.Methods:This study was a retrospective observational study. From April 2020 to January 2024, 8 patients with extensive skin and soft tissue injuries of the lower leg accompanied by large segmental tibial defects who met the inclusion criteria were admitted to Beijing Dawanglu Emergency Rescue Hospital. Among them, there were 6 males and 2 females, aged 17 to 58 years. After debridement, the area was 17 cm×8 cm to 30 cm×12 cm, and the length of tibial defect was 9 to 12 cm. Stage Ⅰ surgery was performed by free transplantation of anterolateral thigh perforator flap to repair the extensive skin and soft tissue injuries of the lower leg and using autologous skin graft from the thigh to repair the remaining wound. Stage Ⅱ surgery was performed after wound healing, the external fixation bracket was removed and replaced with an Orthofix unilateral external fixation lengthening frame (hereinafter referred to as external fixation lengthening frame) to transport the proximal tibial osteotomy for repairing the large segmental bone defects. The intraoperative arteriovenous anastomosis and the blood supply of the flap during stage Ⅰ surgery were documented, along with the survival status of the flap/skin graft in the donor and recipient areas postoperatively, and the wound healing time in the recipient area. The time required for bone transport completion, the duration of external fixation retention, and the occurrence of complications during this period were recorded after stage Ⅱ surgery. During follow-up, the occurrence of adverse events in the recipient area was recorded. At the final follow-up, fracture healing of the affected limb was evaluated according to the Paley score, and limb function was observed.Results:In 2 patients, the descending branch of the lateral circumflex femoral artery and the accompanying vein were end-to-end anastomosed with the proximal anterior tibial or posterior tibial artery and vein for antegrade blood supply and antegrade reflux; in 2 patients, the descending branch of the lateral circumflex femoral artery was end-to-end anastomosed with the distal anterior tibial artery for retrograde blood supply, and the accompanying vein of the descending branch of the lateral circumflex femoral artery was end-to-end anastomosed with the proximal anterior tibial vein for antegrade reflux; in 3 patients, the descending branch of the lateral circumflex femoral artery was end-to-end anastomosed with the distal posterior tibial artery for retrograde blood supply, and the accompanying vein of the descending branch of the lateral circumflex femoral artery was end-to-end anastomosed with the distal posterior tibial vein for retrograde reflux; one patient underwent repair of the injury in the affected lower leg using a free cross-leg vascular pedicle flap from the healthy limb. The flaps/skin grafts in the donor and recipient areas of all 8 patients survived, and the wound healing time in recipient area was 14 to 30 days. The bone transport duration of the patients in this group was 93 to 125 days, and the external fixation lengthening frame was continuously retained for 7 to 14 months after the bone transport was stopped; during the bone transport period, 1 patient had pin tract infection, which was controlled after dressing change and enhanced nursing. During the follow-up, there was no ulceration of the wound surface in recipient area, and no osteomyelitis or fracture developed in the affected limb. At the last follow-up, the bone healing evaluation was all excellent; the walking posture and function of the affected limb were basically normal.Conclusions:The application of free transplantation of anterolateral thigh perforator flap combined with bone transport in the sequential treatment of extensive skin and soft tissue injuries of the lower leg accompanied by large segmental tibial defecst can achieve wound healing and functional reconstruction of bone defects, and has great clinical application value.
2.Associations between statins and all-cause mortality and cardiovascular events among peritoneal dialysis patients: A multi-center large-scale cohort study.
Shuang GAO ; Lei NAN ; Xinqiu LI ; Shaomei LI ; Huaying PEI ; Jinghong ZHAO ; Ying ZHANG ; Zibo XIONG ; Yumei LIAO ; Ying LI ; Qiongzhen LIN ; Wenbo HU ; Yulin LI ; Liping DUAN ; Zhaoxia ZHENG ; Gang FU ; Shanshan GUO ; Beiru ZHANG ; Rui YU ; Fuyun SUN ; Xiaoying MA ; Li HAO ; Guiling LIU ; Zhanzheng ZHAO ; Jing XIAO ; Yulan SHEN ; Yong ZHANG ; Xuanyi DU ; Tianrong JI ; Yingli YUE ; Shanshan CHEN ; Zhigang MA ; Yingping LI ; Li ZUO ; Huiping ZHAO ; Xianchao ZHANG ; Xuejian WANG ; Yirong LIU ; Xinying GAO ; Xiaoli CHEN ; Hongyi LI ; Shutong DU ; Cui ZHAO ; Zhonggao XU ; Li ZHANG ; Hongyu CHEN ; Li LI ; Lihua WANG ; Yan YAN ; Yingchun MA ; Yuanyuan WEI ; Jingwei ZHOU ; Yan LI ; Caili WANG ; Jie DONG
Chinese Medical Journal 2025;138(21):2856-2858
3.Comprehensive Evaluation of Original Research Sodium-glucose Transporters 2 Inhibitors Based on A Quick Guideline for Drug Evaluation and Selection in Chinese Medical Institutions(the Second Edition)
Cheng JI ; Bing ZHOU ; Pengli ZHU ; Chao WANG ; Xunlong ZHONG ; Aizong SHEN ; Yi ZHANG ; Ruolun WANG ; Weihong GE ; Zhanjun DONG ; Zhigang ZHAO
Herald of Medicine 2025;44(2):251-258
Objective In order to provide a better reference and basis for the selection of reasonable hypoglycemic drugs for clinical treatment,the study conducted a comprehensive clinical evaluation of the innovator sodium-glucose transporters 2(SGLT-2)inhibitors,based on A Quick Guideline for Drug Evaluation and Selection in Chinese Medical Institutions(the Second Edition).Methods The real-world studies,randomized controlled trials,Meta-analysis/systematic review,drug clinical use guidelines,expert consensus and drug description evaluation evidence were collected,and the included drugs were assigned and evaluated from five dimensions:pharmaceutical characteristics,efficacy,safety,economy and other attributes.Results All SGLT-2 inhibitors had evaluation scores above 75,with dagaglifloztin tablets having the highest score of 84.6,and canaglifloztin having the lowest score of 75.1.Conclusions All five original SGLT-2 inhibitors showed good clinical utility,the difference is that the participating original drugs have different advantageous intervals in clinical use.The results show that dagliflozin has the most ideal clinical utility,and its clinical use should be safer and more effective.Due to the short time on the market and insufficient evidence-based reasons,the advantages of clinical use of proline hemegliflozin are not obvious compared with other evaluated drugs.
4.Comprehensive Evaluation of Original Research Sodium-glucose Transporters 2 Inhibitors Based on A Quick Guideline for Drug Evaluation and Selection in Chinese Medical Institutions(the Second Edition)
Cheng JI ; Bing ZHOU ; Pengli ZHU ; Chao WANG ; Xunlong ZHONG ; Aizong SHEN ; Yi ZHANG ; Ruolun WANG ; Weihong GE ; Zhanjun DONG ; Zhigang ZHAO
Herald of Medicine 2025;44(2):251-258
Objective In order to provide a better reference and basis for the selection of reasonable hypoglycemic drugs for clinical treatment,the study conducted a comprehensive clinical evaluation of the innovator sodium-glucose transporters 2(SGLT-2)inhibitors,based on A Quick Guideline for Drug Evaluation and Selection in Chinese Medical Institutions(the Second Edition).Methods The real-world studies,randomized controlled trials,Meta-analysis/systematic review,drug clinical use guidelines,expert consensus and drug description evaluation evidence were collected,and the included drugs were assigned and evaluated from five dimensions:pharmaceutical characteristics,efficacy,safety,economy and other attributes.Results All SGLT-2 inhibitors had evaluation scores above 75,with dagaglifloztin tablets having the highest score of 84.6,and canaglifloztin having the lowest score of 75.1.Conclusions All five original SGLT-2 inhibitors showed good clinical utility,the difference is that the participating original drugs have different advantageous intervals in clinical use.The results show that dagliflozin has the most ideal clinical utility,and its clinical use should be safer and more effective.Due to the short time on the market and insufficient evidence-based reasons,the advantages of clinical use of proline hemegliflozin are not obvious compared with other evaluated drugs.
5.Clinical effects of sequential treatment of extensive skin and soft tissue injuries of the lower leg accompanied by large segmental tibial defects by free transplantation of anterolateral thigh perforator flap combined with bone transport
Hailei ZHAO ; Zhigang SUN ; Xiaohui ZHAO ; Bin YANG ; Ming SHI ; Yuming SHEN
Chinese Journal of Burns 2025;41(3):242-250
Objective:To explore the clinical effects of sequential treatment of extensive skin and soft tissue injuries of the lower leg accompanied by large segmental tibial defects by free transplantation of anterolateral thigh perforator flap combined with bone transport.Methods:This study was a retrospective observational study. From April 2020 to January 2024, 8 patients with extensive skin and soft tissue injuries of the lower leg accompanied by large segmental tibial defects who met the inclusion criteria were admitted to Beijing Dawanglu Emergency Rescue Hospital. Among them, there were 6 males and 2 females, aged 17 to 58 years. After debridement, the area was 17 cm×8 cm to 30 cm×12 cm, and the length of tibial defect was 9 to 12 cm. Stage Ⅰ surgery was performed by free transplantation of anterolateral thigh perforator flap to repair the extensive skin and soft tissue injuries of the lower leg and using autologous skin graft from the thigh to repair the remaining wound. Stage Ⅱ surgery was performed after wound healing, the external fixation bracket was removed and replaced with an Orthofix unilateral external fixation lengthening frame (hereinafter referred to as external fixation lengthening frame) to transport the proximal tibial osteotomy for repairing the large segmental bone defects. The intraoperative arteriovenous anastomosis and the blood supply of the flap during stage Ⅰ surgery were documented, along with the survival status of the flap/skin graft in the donor and recipient areas postoperatively, and the wound healing time in the recipient area. The time required for bone transport completion, the duration of external fixation retention, and the occurrence of complications during this period were recorded after stage Ⅱ surgery. During follow-up, the occurrence of adverse events in the recipient area was recorded. At the final follow-up, fracture healing of the affected limb was evaluated according to the Paley score, and limb function was observed.Results:In 2 patients, the descending branch of the lateral circumflex femoral artery and the accompanying vein were end-to-end anastomosed with the proximal anterior tibial or posterior tibial artery and vein for antegrade blood supply and antegrade reflux; in 2 patients, the descending branch of the lateral circumflex femoral artery was end-to-end anastomosed with the distal anterior tibial artery for retrograde blood supply, and the accompanying vein of the descending branch of the lateral circumflex femoral artery was end-to-end anastomosed with the proximal anterior tibial vein for antegrade reflux; in 3 patients, the descending branch of the lateral circumflex femoral artery was end-to-end anastomosed with the distal posterior tibial artery for retrograde blood supply, and the accompanying vein of the descending branch of the lateral circumflex femoral artery was end-to-end anastomosed with the distal posterior tibial vein for retrograde reflux; one patient underwent repair of the injury in the affected lower leg using a free cross-leg vascular pedicle flap from the healthy limb. The flaps/skin grafts in the donor and recipient areas of all 8 patients survived, and the wound healing time in recipient area was 14 to 30 days. The bone transport duration of the patients in this group was 93 to 125 days, and the external fixation lengthening frame was continuously retained for 7 to 14 months after the bone transport was stopped; during the bone transport period, 1 patient had pin tract infection, which was controlled after dressing change and enhanced nursing. During the follow-up, there was no ulceration of the wound surface in recipient area, and no osteomyelitis or fracture developed in the affected limb. At the last follow-up, the bone healing evaluation was all excellent; the walking posture and function of the affected limb were basically normal.Conclusions:The application of free transplantation of anterolateral thigh perforator flap combined with bone transport in the sequential treatment of extensive skin and soft tissue injuries of the lower leg accompanied by large segmental tibial defecst can achieve wound healing and functional reconstruction of bone defects, and has great clinical application value.
6.LIM and calponin homology domains 1 may function as promising biological markers to aid in the prognostic prediction of oral squamous cell carcinoma
Li XU ; Wen SHI ; Yuehua LI ; Yajun SHEN ; Shang XIE ; Xiaofeng SHAN ; Zhigang CAI
Journal of Peking University(Health Sciences) 2025;57(1):19-25
Objective:To explore the function of LIM and calponin homology domains 1(LIMCH1)in the development and progression of oral squamous cell carcinoma(OSCC),along with their potential clinical applications.Methods:By utilizing transcriptome sequencing data from two groups of oral squa-mous cell carcinoma patients,along with bioinformatics analytical techniques such as Gene Ontology(GO)and gene co-expression networks,we identified genes that might play a pivotal role in the patho-genesis of oral squamous cell carcinoma.We employed real-time quantitative PCR and Western blotting to validate the expression patterns of these genes across twelve patient tissue samples.Furthermore,we con-ducted CCK-8 assays,flow cytometry analyses,and scratch wound healing assays to assess the impact of key genes on the biological behaviors of both the Ca127 oral squamous cell carcinoma cell line and the po-tentially malignant DOK oral lesion cell line.Additionally,we examined correlations between these key genes and clinical disease parameters in 214 oral squamous cell carcinoma patients using The Cancer Ge-nome Atlas(TCGA)data;gene set enrichment analysis(GSEA)analysis results were also incorporated to enhance our findings from real-time quantitative PCR and Western blotting regarding potential mecha-nisms underlying the action of these key genes.Results:The integrated analysis of sequencing data and bioinformatics revealed that LIMCH1 exhibited significantly reduced mRNA(P<0.001)and protein levels(P<0.01)in the oral squamous cell carcinoma tissues compared with normal control tissues.In the Ca127 cells,the low LIMCH1 level group demonstrated a larger wound healing area within 24 hours than the control group(P<0.01),enhanced proliferation capacity over 72 hours relative to the control group(P<0.01),and an increased apoptosis rate within 24 hours compared with the high expression group(P<0.05).However,no significant differences were observed between the low and high level groups in DOK cells.Furthermore,it was determined that low LIMCH1 level correlated with poor prognosis in the patients(P=0.013)and a higher lymph node metastasis rate(P<0.05).Investigations into the poten-tial mechanisms of action indicated that LIMCH1 did not influence the onset or progression of oral squa-mous cell carcinoma via the epithelial-mesenchymal transition pathway.Conclusion:LIMCH1 level may function as a promising biomarker to aid in the prognostic assessment of oral squamous cell carcinoma;however,its precise mechanistic role requires further investigation.
7.Self-management and family support among elderly patients with type 2 diabetes in community: based on semi-structured interviews
Lan ZHU ; Zhigang PAN ; Fulai SHEN
Chinese Journal of General Practitioners 2024;23(2):126-131
Objective:To investigate the status of self-management and family support among elderly diabetic patients in community.Methods:Eight elderly patients with type 2 diabetes were interviewed in Xietu Community Health Service Center in Shanghai by semi-structured interviews from March 1st to March 15th, 2022. The interview outline focused on the impact of the disease on the patients' daily life, the status of disease self-management, and the support provided by their family. The contents of interviews were analyzed and extracted by Colaizz 7-step analysis method.Results:Of the 8 interviewees, there were 2 males and 6 females, aged (75.25±3.01)years old, with a disease course of (17.50±8.50)years. The interviews showed that there were three themes in the area of family support: difficulties in disease management (in terms of diet, exercise, medication, disease surveillance, health knowledge and quitting unhealthy habits), helpfulness of family support in management of above behaviors, differences between family support and support from others (including eating habits, information sharing, emotional support, patient trust, and continuity of support).Conclusions:The elderly diabetic patients in the community have some awareness of health management, but there is still much room for improvement. The supervision and support from family members can help patients improve their self-management and quality of life.
8.Multicenter retrospect analysis of early clinical features and analysis of risk factors on prognosis of elderly patients with severe burns
Qimin MA ; Wenbin TANG ; Xiaojian LI ; Fei CHANG ; Xi YIN ; Zhaohong CHEN ; Guohua WU ; Chengde XIA ; Xiaoliang LI ; Deyun WANG ; Zhigang CHU ; Yi ZHANG ; Lei WANG ; Choulang WU ; Yalin TONG ; Pei CUI ; Guanghua GUO ; Zhihao ZHU ; Shengyu HUANG ; Liu CHANG ; Rui LIU ; Yongji LIU ; Yusong WANG ; Xiaobin LIU ; Tuo SHEN ; Feng ZHU
Chinese Journal of Burns 2024;40(3):249-257
Objective:To investigate the early clinical characteristics of elderly patients with severe burns and the risk factors on prognosis.Methods:This study was a retrospective case series study. Clinical data of 124 elderly patients with severe burns who met the inclusion criteria and were admitted to the 12 hospitals from January 2015 to December 2020 were collected, including 4 patients from the Fourth People's Hospital of Dalian, 5 patients from Fujian Medical University Union Hospital, 22 patients from Guangzhou Red Cross Hospital of Jinan University, 5 patients from Heilongjiang Provincial Hospital, 27 patients from the First Affiliated Hospital of Naval Medical University, 9 patients from the First Affiliated Hospital of Nanchang University, 10 patients from Affiliated Hospital of Nantong University, 9 patients from Tongren Hospital of Wuhan University & Wuhan Third Hospital, 12 patients from the 924 th Hospital of PLA, 6 patients from Zhangjiagang First People's Hospital, 4 patients from Taizhou Hospital of Zhejiang Province, and 11 patients from Zhengzhou First People's Hospital. The patients' overall clinical characteristics, such as gender, age, body mass index, total burn area, full-thickness burn area, inhalation injury, causative factors, whether combined with underlying medical diseases, and admission time after injury were recorded. According to the survival outcome within 28 days after injury, the patients were divided into survival group (89 cases) and death group (35 cases). The following data of patients were compared between the two groups, including the basic data and injuries (the same as the overall clinical characteristics ahead); the coagulation indexes within the first 24 hours of injury such as prothrombin time (PT), activated partial thromboplastin time (APTT), thrombin time, D-dimer, fibrinogen degradation product (FDP), international normalized ratio (INR), and fibrinogen; the blood routine indexes within the first 24 hours of injury such as white blood cell count, platelet count, neutrophil-to-lymphocyte ratio, monocyte count, red blood cell count, hemoglobin, and hematocrit; the organ function indexes within the first 24 hours of injury such as direct bilirubin, total bilirubin, urea, serum creatinine, aspartate aminotransferase, alanine aminotransferase, total protein, albumin, globulin, blood glucose, triglyceride, total cholesterol, alkaline phosphatase, creatine kinase, electrolyte indexes (potassium, sodium, chlorine, calcium, magnesium, and phosphorus in blood), uric acid, myoglobin, and brain natriuretic peptide; the infection and blood gas indexes within the first 24 hours of injury such as procalcitonin, C-reactive protein, pH value, oxygenation index, base excess, and lactate; treatment such as whether conducted with mechanical ventilation, whether conducted with continuous renal replacement therapy, whether conducted with anticoagulation therapy, whether applied with vasoactive drugs, and fluid resuscitation. The analysis was conducted to screen the independent risk factors for the mortality within 28 days after injury in elderly patients with severe burns. Results:Among 124 patients, there were 82 males and 42 females, aged 60-97 years, with body mass index of 23.44 (21.09, 25.95) kg/m 2, total burn area of 54.00% (42.00%, 75.00%) total body surface area (TBSA), and full-thickness burn area of 25.00% (10.00%, 40.00%) TBSA. The patients were mainly combined with moderate to severe inhalation injury and caused by flame burns. There were 43 cases with underlying medical diseases. The majority of patients were admitted to the hospital within 8 hours after injury. There were statistically significant differences between patients in the 2 groups in terms of age, total burn area, full-thickness burn area, and inhalation injury, and PT, APTT, D-dimer, FDP, INR, white blood cell count, platelet count, urea, serum creatinine, blood glucose, blood sodium, uric acid, myoglobin, and urine volume within the first 24 hours of injury (with Z values of 2.37, 5.49, 5.26, 5.97, 2.18, 1.95, 2.68, 2.68, 2.51, 2.82, 2.14, 3.40, 5.31, 3.41, 2.35, 3.81, 2.16, and -3.82, respectively, P<0.05); there were statistically significant differences between two groups of patients in whether conducted with mechanical ventilation and whether applied with vasoactive drugs (with χ2 values of 9.44 and 28.50, respectively, P<0.05). Age, total burn area, full-thickness burn area, serum creatinine within the first 24 hours of injury, and APTT within the first 24 hours of injury were the independent risk factors for the mortality within 28 days after injury in elderly patients with severe burns (with odds ratios of 1.17, 1.10, 1.10, 1.09, and 1.27, 95% confidence intervals of 1.03-1.40, 1.04-1.21, 1.05-1.19, 1.05-1.17, and 1.07-1.69, respectively, P<0.05). Conclusions:The elderly patients with severe burns had the injuries mainly from flame burns, often accompanied by moderate to severe inhalation injury and enhanced inflammatory response, elevated blood glucose levels, activated fibrinolysis, and impaired organ function in the early stage, which are associated with their prognosis. Age, total burn area, full-thickness burn area, and serum creatinine and APTT within the first 24 hours of injury are the independent risk factors for death within 28 days after injury in this population.
9.Intravascular ultrasound assisted endovascular therapy for renal artery stenosis
Guifang TAN ; Zepeng SHI ; Zhigang LIU ; Shen LI ; Chunyu YU ; Meng ZHANG ; Yi ZHANG ; Rong XING ; Chunmei ZHANG ; Yong QIAN
Chinese Journal of Interventional Imaging and Therapy 2024;21(11):654-658
Objective To observe the value of intravascular ultrasound(IVUS)for assisting endovascular therapy for renal artery stenosis(RAS).Methods Thirty patients with RAS who underwent endovascular therapy were retrospectively analyzed.Parameters of renal artery and plaques in RAS segment measured with CT angiography(CTA)and IVUS before treatment were compared.Bland-Altman diagram was performed to evaluate the consistency of lumen cross-sectional stenosis rate and plaque eccentricity index between CTA and IVUS.The stent parameters measured with IVUS were recorded immediately after implantation of balloon-expandable covered stents.Results Before treatment,the minimum lumen diameter,lumen cross-sectional stenosis rate and stenotic segment length of IVUS were all larger,while maximum lumen diameter and lumen eccentricity index of IVUS were both smaller than those of CTA(all P<0.05).No significant difference of plaque eccentricity index,plaque type nor stenosis distal remodeling was found between CTA and IVUS(all P>0.05).The average difference between IVUS and CTA for evaluating lumen cross-sectional stenosis rate and plaque eccentricity index was-0.020(-0.096,0.050)and-0.020(-0.130,0.091),respectively.The consistency of IVUS and CTA for evaluating plaque eccentricity index was better than that of lumen cross-sectional stenosis rate.The stent symmetry,stent eccentricity index,stent expansion coefficient and stenosis coverage rate immediately after implantation measured with IVUS was(82.69±14.61)%,(1.54±9.16)%,(99.81±10.70)%and 100%,respectively.Among 30 cases,2 cases(2/30,6.67%)underwent postdilation since poor stent apposition.Conclusion IVUS could assist evaluating lumen and plaque parameters of stenotic renal arteries,guiding stent release and real-timely monitoring the effect of endovascular therapy.
10.A preliminary exploration of a deep learning-based artificial intelligence model for automatic quantification of echocardiographic left ventricular ejection fraction
Lan HE ; Yang LU ; Zhigang XIA ; Xiaoyi XIE ; Lili DU ; Shulian GU ; Lan MA ; Yongming HE ; E SHEN
Journal of Clinical Medicine in Practice 2024;28(9):9-14
Objective To construct a deep learning-based artificial intelligence model to automatically quantify left ventricular ejection fraction (LVEF) using static views of echocardiography. Methods The study included data of 1, 902 adults with left ventricular multi-slice echocardiographic views at end-systole and end-diastole. The collected dataset was divided into development set (1, 610 cases, with 1, 252 cases for model training and 358 cases for parameter adjustment), internal test set (177 cases for internal validation), and external test set (115 cases for external validation and generalization testing). The model achieved left ventricular segmentation and automatic quantification of LVEF through precise identification of the left ventricular endocardial boundary and inspection of key points. The Dice coefficient was employed to evaluate the performance of the left ventricular segmentation model, while the Pearson correlation coefficient and the intraclass correlation coefficient were used to assess the correlation and consistency between the automatically measured LVEF and the reference standard. Results The left ventricular segmentation model performed well, with Dice coefficients ≥ 0.90 for both the internal and external independent test sets; the agreement between the automatically measured LVEF and the cardiologists' manual measurements was moderate, with Pearson correlation coefficients ranging from 0.46 to 0.71 and intragroup correlation analysis agreements from 0.39 to 0.57 for the internal test set; and Pearson correlation coefficients for the independent external test set were 0.26 to 0.54 and intra-group correlation analysis agreement of 0.23 to 0.50. Conclusion In this study, a left ventricular segmentation model with better performance is constructed, and initial application of the model for automatic quantification of LVEF for two-dimensional echocardiography has general performance, which requires further optimisation of the algorithm to improve the model generalisation.


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