1.Analysis of the current status of hospital-acquired infections in cancer patients based on disease diagnosis-related groups
Xu HAN ; Xiaoqin ZHANG ; Xiaoqin CAO ; Tiantian ZHAO ; Xia ZHAO
Chinese Journal of Nosocomiology 2025;35(11):1702-1706
OBJECTIVE To analyze the current status of hospital-acquired infections(HAI)in cancer patients in Henan Cancer Hospital,and explore the application of Case Mix Index(CMI)based on disease diagnosis-related groups(DRG)in the evaluation of HAI risks.METHOD Data on HAI of patients in cancer hospitals in Henan Province from Jun.2023 to Jun.2024 were statistically analyzed,including incidence rates,distribution of infec-tion sites and composition ratios of pathogens,high-risk departments were identified by CMI-adjusted 1 000-day incidence rates of HAI infections,and the current status of HAI in cancer patients were analyzed.RESULTS The incidence of HAI in cancer patients was 1.67%(4 315/259 087),and the incidence rate of HAI in 1 000 days was 2.46 per 1000.The sites of infection were mainly the respiratory tract,the abdominal cavity,the surgical sites and the bloodstream.A total of 2 381 strains of pathogens were cultured and isolated,including 1 570 strains of gram-negative bacteria,638 strains of gram-positive bacteria and 173 strain s of fungi,and the top five strains de-tected were Escherichia coli(24.49%),Klebsiella pneumoniae(15.41%),Pseudomonas aeruginosa(9.11%),Staphylococcus aureus(8.86%)and Staphylococcus epidermidis(4.66%).After CMI adjustment,the order of decreasing was dominated by surgical departments,while the order of increasing was dominated by non-surgical departments,and the top five departments with the highest adjusted incidence rates were Orthopedics and Soft Tissue department,Hematology department,Hepatobiliary Surgery department,General Surgery department and Urology department.CONCLUSIONS In the prevention and control of HAI in cancer patients,attention should be given to the gram-negative bacteria,and close monitoring of infections in the respiratory tract,abdominal cavity,and surgical sites is essential.This study uses the CMI to adjust the HAI incidence rate of cancer patients in order to identify high-risk departments that currently require focused management,it also analyzes the DRGs codes with a highest proportion of HAI in each department,with a particular focus on patients in these high-risk groups,and it aims to avoid and minimize the occurrence of HAI among cancer patients as much as possible through refined DRGs analysis and targeted prevention and control measures.
2.Clinical application of metagenomic next generation sequencing in detection of pathogens from patients with pulmonary infections
Yu LIU ; Xiaoqin SUN ; Ting LIU ; Xiwen SHEN ; Mei ZHANG ; Yali XU ; Weidong HU
Chinese Journal of Nosocomiology 2025;35(13):1942-1947
OBJECTIVE To explore the clinical value of metagenomic next generation sequencing(mNGS)in detec-tion of pathogens from the patients with pulmonary infection.METHODS The clinical data were collected from 103 patients with pulmonary infection who were treated in respiratory and critical care medicine department of Gansu Province People's Hospital from Jun.2021 to Jun.2023.The pathogens were detected from all of the patients with the use of mNGS for bronchoalveolar lavage fluid(BALF)and traditional cultures(including sputum culture and BALF culture).The positive rates,consistency,distribution,efficacy and curative effects were observed and sys-tematically compared between the two detection methods.RESULTS Totally 122 strains of bacteria,47 strains of fungi,94 strains of viruses,3 strains of Mycoplasma and 2 strains of Chlamydia were detected from the 103 pa-tients by mNGS,as compared with only 45 strains of bacteria and 20 strains of fungi that were detected by the tra-ditional culture method.The positive rate of detection of pathogens was 89.32%by mNGS,higher than 38.83%of the traditional culture method(P<0.001).There was certain difference in the distribution of pathogens be-tween the two detection method,the two detection method showed the poor consistency of detection efficacy,and the effect of targeted drug therapy based on the mNGS-detected pathogens was higher than that of the mNGS-negative empirical therapy(P<0.001).In addition,some of drug resistance genes could be detected by mNGS.CONCLUSIONS The mNGS shows remarkable higher efficacy in detection of the pathogens causing pul-monary infections than the traditional culture method and can detect various types of pathogens.The effect of the targeted drug therapy based on the pathogens detected by mNGS is remarkable.It plays an imorptant role in guid-ing the clinical diagnosis and treatment of the patients with pulmonary infections.
3.Effects of different acupuncture and moxibustion methods on knee joint cartilage morphology,serum inflammatory factors,and intestinal flora in rats with knee osteoarthritis
Qi DONG ; Yejuan JIA ; Lingling QIN ; Xiaoqin ZHANG ; Jing XU ; Xiaofeng LI ; Yanping YANG
Journal of Acupuncture and Tuina Science 2025;23(1):22-35
Objective:To compare the effects of manual acupuncture(MA),electroacupuncture(EA),and moxibustion on knee joint cartilage morphology,serum inflammatory factors interleukin(IL)-6 and IL-10,matrix metalloproteinase 13(MMP13),and intestinal flora composition in knee osteoarthritis(KOA)model rats.Methods:Forty male specific-pathogen-free Sprague-Dawley rats aged seven weeks were randomly divided into a normal group(n=8)and a KOA modeling group(n=32).The KOA model was established using sodium iodoacetate induction.The KOA modeling rats were further randomly divided into a model group,an MA group,an EA group,and a moxibustion group,with 8 rats in each group.In the MA,EA,and moxibustion groups,interventions targeting the right Futu(ST32)and Zusanli(ST36)were performed for 15 min,once every other day,for 14 sessions.The normal and model groups were bundled on the self-made fixation frame for 15 min.The rat knee joint diameter was measured on the 8th day of adaptive feeding,after successful modeling,and after the 14th intervention.Lequesne behavioral scoring was performed after successful modeling and after the 14th intervention.After the 14th intervention,hematoxylin-eosin(HE)staining and Masson staining were performed with the cartilage sections of the right knee joint.The pathomorphological changes of the rat joint cartilage were observed and quantified by Mankin's score.Enzyme-linked immunosorbent assay was used to detect the rat serum levels of IL-6,IL-10,and MMP13.Additionally,16S rDNA sequencing was used to detect the composition of rat fecal flora.Results:Compared to the normal group,the right knee joint diameter and the Lequesne score were significantly increased in the model group(P<0.01).Compared to the model group,the right knee joint diameter and the Lequesne score of rats in the MA,EA,and moxibustion groups were significantly reduced(P<0.01),with no significant differences among the three intervention groups(P>0.05).HE staining and Masson staining revealed disordered cartilage structure in the model group,which was improved following interventions in the MA group,EA group,and moxibustion group.Mankin's score was significantly higher in the model group versus the normal group(P<0.05)while significantly lower in the MA,EA,and moxibustion groups versus the model group(P<0.05).Serum analysis showed elevated IL-6 and MMP13 levels and reduced IL-10 level in the model group versus the normal group(P<0.05).Compared to the model group,the serum IL-6 level was significantly reduced(P<0.05),and the IL-10 level was significantly increased(P<0.05)in the MA,EA,and moxibustion groups,but without statistical differences among the three intervention groups(P>0.05);moreover,the MMP13 level in the moxibustion group was significantly lower than that in the model group(P<0.05).The alpha diversity analysis of intestinal flora showed no statistical difference in the number of operational taxonomic units(OTUs)and alpha diversity index among groups(P>0.05).Intestinal flora beta diversity analysis revealed significant differences among groups(P<0.05).Intestinal flora composition analysis showed significantly increased relative abundance of Lactobacillus(P<0.05)and significantly decreased relative abundance of Eubacterium_coprostanoligenes(P<0.05)in the model group compared to the normal group;compared to the model group,the relative abundances of Firmicutes,Lactobacillus,and Romboutsia in the MA,EA,and moxibustion groups were significantly reduced(P<0.05);the relative abundance of Bacteroidetes and Lachnospiraceae_NK4A136 in the MA group increased significantly(P<0.05);Bacteroidetes and Ruminococcaceaae_UGC-005 increased significantly in the moxibustion group(P<0.05).Conclusion:MA,EA,and moxibustion effectively reduced knee joint swelling,improved cartilage tissue morphology,optimized intestinal flora composition,down-regulated expression levels of serum pro-inflammatory factors IL-6 and MMP13,and increased expression level of anti-inflammatory factor IL-10 in KOA rats.Among them,moxibustion exhibited the most obvious regulatory effect on inflammatory factors.
4.Human leukocyte antigen matched sibling fresh cord blood transplantation for beta-thalassaemia major in children
Jianyun WEN ; Libai CHEN ; Yuelin HE ; Xiaoqin FENG ; Xuan LIU ; Xiaoxiao XU ; Xiu LI ; Qiujun LIU ; Xuedong WU
Chinese Journal of Tissue Engineering Research 2025;29(23):4899-4906
BACKGROUND:Allogeneic hematopoietic stem cell transplantation is currently the most effective method for the radical treatment of thalassemia major,but only half of patients can find compatible bone marrow or peripheral blood stem cells.Sib-derived umbilical cord blood stem cells have different characteristics from bone marrow and peripheral blood stem cells,and are a potential alternative source of hematopoietic stem cells for transplantation in patients with thalassemia major.OBJECTIVE:To investigate the therapeutic effect of human leukocyte antigen matched sibling fresh umbilical cord blood transplantation in the treatment of β-thalassemia major in children.METHODS:Forty-eight children with β-thalassemia major,including 28 males and 20 females,with a median age of 4 years old,were selected from Nanfang Hospital of Southern Medical University from June 2010 to June 2020.All of them received fresh cord blood transplantation from human leukocyte antigen matched sibling.Transplantation conditioning adopted a myeloablative regiment without anti-thymocyte globulin.A combination of cyclosporine A and mycophenolate mofetil with or without short-range methotrexate was administered for graft-versus-host disease.RESULTS AND CONCLUSION:(1)The median infused doses of total nucleated cells and CD34+cells were 8.17×107/kg and 2.40×105/kg,respectively in 48 children.The median follow-up time after cord blood transplantation was 98 months,and 44 cases were successfully engrafted.The median time to neutrophil and platelet engraftment was 28 and 31 days,respectively.Among them,37 cases were found to be donor-type complete chimerism detected as evidence of implantation after transplantation,7 cases were found to be stable mixed chimerism.(2)Among the 44 children with successful implantation,four patients developed acute graft-versus-host disease,and were scored as grade Ⅰ(n=2)and grade Ⅱ(n=2).All the affected organs were skin,and no chronic graft-versus-host disease occurred.(3)After umbilical cord blood transplantation,cytomegalovirus infection and activation occurred in 5 of the 48 cases,sepsis in 12 cases,invasive fungal disease in 3 cases,stomatitis in 21 cases,hemorrhagic cystitis in 8 cases,and hepatic vein occlusion in 1 case.(4)Among 48 children,47 patients survived;1 died of severe pneumonia combined with acute heart failure 28 days after transplantation;43 survived without disease;3 had primary implantation failure,and 1 had pancytopenia after transplantation.The 5-year probabilities of overall survival and disease-free survival were 98%and 89%,respectively.The cumulative incidence of transplant-related deaths at 1 year was 2.1%.(5)The above results indicate that human leukocyte antigen matched sibling fresh umbilical cord blood transplantation is effective in the treatment of β-thalassemia major in children with a low incidence of graft-versus-host disease.
5.Targeted monitoring of health care-associated infections in ICUs of a three-A hospital from 2017 to 2023
Yi WANG ; Wen XU ; Wei GE ; Lili MA ; Xiaoqin CAO ; Yafei JIN ; Yifei LI ; Shanhong FAN
Chinese Journal of Nosocomiology 2025;35(5):728-733
OBJECTIVE To analyze the status of targeted monitoring of the health care-associated infections in in-tensive care unit(ICU)of a three-A hospital of northwest China in recent 7 years so as to provide bases for formu-lating effective prevention and control measures for the health care-associated infections.METHODS The related data were successively collected from the ICU hospitalized patients of the Second Affiliated Hospital of Air Force Medical University who were under the targeted monitoring by nosocomial infection real-time monitoring system from Jan.2017 to Dec.2023.The data included the incidence of infections,infection sites,use of catheters,inci-dence of catheter-related infections,and distribution and prevalence trend of pathogens.RESULTS A total of 49,137 hospitalized patients from five ICU wards of respiratory medicine department,neurosurgery department,neurology department,thoracic surgery department and critical care medicine department were under the monito-ring,1446(1681 case-times)of whom had health care-associated infections,with the infection rate 2.94%,the case-time infection rate 3.42%.The respiratory system was the major infection site of the patients with the health care-associated infections.Among the patients with instrument-associated infections,20.70%had ventilator-asso-ciated pneumonia(VAP),5.71%had urinary catheter-associated urinary tract infection(CAUTI),and 1.96%had catheter-related bloodstream infection(CRBSI).Totally 405 strains of non-repetitive pathogens were isolated from 477 patients with instruments-associated infections,78.77%of which were gram-negative bacteria.The iso-lation rate of multidrug-resistant organisms(MDROs)was 44.12%,and Acinetobacter baumannii was the pre-dominant species of pathogen isolated from the patients with VAP.CONCLUSIONS The targeted monitoring of health care-associated infections may facilitate the awareness of dynamic changes of the infections in a accurate and timely manner so as to provide bases for developing effective prevention and control measures for the health care-associated infection.It is necessary to strengthen the prevention and control of the infections in critical care medi-cine department,neurosurgery department as well as the lower respiratory tract infections and prevent the MDROs infection in the meantime.
6.Analysis of the current status of hospital-acquired infections in cancer patients based on disease diagnosis-related groups
Xu HAN ; Xiaoqin ZHANG ; Xiaoqin CAO ; Tiantian ZHAO ; Xia ZHAO
Chinese Journal of Nosocomiology 2025;35(11):1702-1706
OBJECTIVE To analyze the current status of hospital-acquired infections(HAI)in cancer patients in Henan Cancer Hospital,and explore the application of Case Mix Index(CMI)based on disease diagnosis-related groups(DRG)in the evaluation of HAI risks.METHOD Data on HAI of patients in cancer hospitals in Henan Province from Jun.2023 to Jun.2024 were statistically analyzed,including incidence rates,distribution of infec-tion sites and composition ratios of pathogens,high-risk departments were identified by CMI-adjusted 1 000-day incidence rates of HAI infections,and the current status of HAI in cancer patients were analyzed.RESULTS The incidence of HAI in cancer patients was 1.67%(4 315/259 087),and the incidence rate of HAI in 1 000 days was 2.46 per 1000.The sites of infection were mainly the respiratory tract,the abdominal cavity,the surgical sites and the bloodstream.A total of 2 381 strains of pathogens were cultured and isolated,including 1 570 strains of gram-negative bacteria,638 strains of gram-positive bacteria and 173 strain s of fungi,and the top five strains de-tected were Escherichia coli(24.49%),Klebsiella pneumoniae(15.41%),Pseudomonas aeruginosa(9.11%),Staphylococcus aureus(8.86%)and Staphylococcus epidermidis(4.66%).After CMI adjustment,the order of decreasing was dominated by surgical departments,while the order of increasing was dominated by non-surgical departments,and the top five departments with the highest adjusted incidence rates were Orthopedics and Soft Tissue department,Hematology department,Hepatobiliary Surgery department,General Surgery department and Urology department.CONCLUSIONS In the prevention and control of HAI in cancer patients,attention should be given to the gram-negative bacteria,and close monitoring of infections in the respiratory tract,abdominal cavity,and surgical sites is essential.This study uses the CMI to adjust the HAI incidence rate of cancer patients in order to identify high-risk departments that currently require focused management,it also analyzes the DRGs codes with a highest proportion of HAI in each department,with a particular focus on patients in these high-risk groups,and it aims to avoid and minimize the occurrence of HAI among cancer patients as much as possible through refined DRGs analysis and targeted prevention and control measures.
7.Clinical application of metagenomic next generation sequencing in detection of pathogens from patients with pulmonary infections
Yu LIU ; Xiaoqin SUN ; Ting LIU ; Xiwen SHEN ; Mei ZHANG ; Yali XU ; Weidong HU
Chinese Journal of Nosocomiology 2025;35(13):1942-1947
OBJECTIVE To explore the clinical value of metagenomic next generation sequencing(mNGS)in detec-tion of pathogens from the patients with pulmonary infection.METHODS The clinical data were collected from 103 patients with pulmonary infection who were treated in respiratory and critical care medicine department of Gansu Province People's Hospital from Jun.2021 to Jun.2023.The pathogens were detected from all of the patients with the use of mNGS for bronchoalveolar lavage fluid(BALF)and traditional cultures(including sputum culture and BALF culture).The positive rates,consistency,distribution,efficacy and curative effects were observed and sys-tematically compared between the two detection methods.RESULTS Totally 122 strains of bacteria,47 strains of fungi,94 strains of viruses,3 strains of Mycoplasma and 2 strains of Chlamydia were detected from the 103 pa-tients by mNGS,as compared with only 45 strains of bacteria and 20 strains of fungi that were detected by the tra-ditional culture method.The positive rate of detection of pathogens was 89.32%by mNGS,higher than 38.83%of the traditional culture method(P<0.001).There was certain difference in the distribution of pathogens be-tween the two detection method,the two detection method showed the poor consistency of detection efficacy,and the effect of targeted drug therapy based on the mNGS-detected pathogens was higher than that of the mNGS-negative empirical therapy(P<0.001).In addition,some of drug resistance genes could be detected by mNGS.CONCLUSIONS The mNGS shows remarkable higher efficacy in detection of the pathogens causing pul-monary infections than the traditional culture method and can detect various types of pathogens.The effect of the targeted drug therapy based on the pathogens detected by mNGS is remarkable.It plays an imorptant role in guid-ing the clinical diagnosis and treatment of the patients with pulmonary infections.
8.Human leukocyte antigen matched sibling fresh cord blood transplantation for beta-thalassaemia major in children
Jianyun WEN ; Libai CHEN ; Yuelin HE ; Xiaoqin FENG ; Xuan LIU ; Xiaoxiao XU ; Xiu LI ; Qiujun LIU ; Xuedong WU
Chinese Journal of Tissue Engineering Research 2025;29(23):4899-4906
BACKGROUND:Allogeneic hematopoietic stem cell transplantation is currently the most effective method for the radical treatment of thalassemia major,but only half of patients can find compatible bone marrow or peripheral blood stem cells.Sib-derived umbilical cord blood stem cells have different characteristics from bone marrow and peripheral blood stem cells,and are a potential alternative source of hematopoietic stem cells for transplantation in patients with thalassemia major.OBJECTIVE:To investigate the therapeutic effect of human leukocyte antigen matched sibling fresh umbilical cord blood transplantation in the treatment of β-thalassemia major in children.METHODS:Forty-eight children with β-thalassemia major,including 28 males and 20 females,with a median age of 4 years old,were selected from Nanfang Hospital of Southern Medical University from June 2010 to June 2020.All of them received fresh cord blood transplantation from human leukocyte antigen matched sibling.Transplantation conditioning adopted a myeloablative regiment without anti-thymocyte globulin.A combination of cyclosporine A and mycophenolate mofetil with or without short-range methotrexate was administered for graft-versus-host disease.RESULTS AND CONCLUSION:(1)The median infused doses of total nucleated cells and CD34+cells were 8.17×107/kg and 2.40×105/kg,respectively in 48 children.The median follow-up time after cord blood transplantation was 98 months,and 44 cases were successfully engrafted.The median time to neutrophil and platelet engraftment was 28 and 31 days,respectively.Among them,37 cases were found to be donor-type complete chimerism detected as evidence of implantation after transplantation,7 cases were found to be stable mixed chimerism.(2)Among the 44 children with successful implantation,four patients developed acute graft-versus-host disease,and were scored as grade Ⅰ(n=2)and grade Ⅱ(n=2).All the affected organs were skin,and no chronic graft-versus-host disease occurred.(3)After umbilical cord blood transplantation,cytomegalovirus infection and activation occurred in 5 of the 48 cases,sepsis in 12 cases,invasive fungal disease in 3 cases,stomatitis in 21 cases,hemorrhagic cystitis in 8 cases,and hepatic vein occlusion in 1 case.(4)Among 48 children,47 patients survived;1 died of severe pneumonia combined with acute heart failure 28 days after transplantation;43 survived without disease;3 had primary implantation failure,and 1 had pancytopenia after transplantation.The 5-year probabilities of overall survival and disease-free survival were 98%and 89%,respectively.The cumulative incidence of transplant-related deaths at 1 year was 2.1%.(5)The above results indicate that human leukocyte antigen matched sibling fresh umbilical cord blood transplantation is effective in the treatment of β-thalassemia major in children with a low incidence of graft-versus-host disease.
9.Clinical features of chronic hepatitis C patients with genotype 3 infection:A multicenter retrospective cohort study
Jingyi XIE ; Yujia JING ; Yishan LIU ; Manling BAI ; Zhangqian CHEN ; Qiang XU ; Hong DU ; Yuxiu MA ; Liting ZHANG ; Shanshan ZHU ; Xiaoqin GAO ; Xinggang BAI ; Guoying YU ; Jianqi LIAN ; Xiaozhong WANG ; Yongping ZHANG ; Jiuping WANG ; Fanpu JI ; Jianjun FU ; Ning GAO
Journal of Clinical Hepatology 2025;41(8):1533-1540
Objective To investigate the clinical features of chronic hepatitis C(CHC)patients with hepatitis C virus genotype 3(HCV GT3)infection and the risk factors for disease progression.Methods A multicenter retrospective cohort study was conducted among 1 002 CHC patients from 11 clinical centers in Northwest China from December 2017 to November 2023,and according to their genotype,they were divided into GT1,GT2,GT3,and GT6 groups.Clinical features were compared between the patients with different genotypes.The one-way analysis of variance was used for comparison of normally distributed continuous data between groups,and the Scheffe test was used for further comparison between two groups.The Kruskal-Wallis H test was used for comparison of data with skewed distribution between groups;the chi-square test or Fisher test was used for comparison of categorical data between groups.The multivariate logistic regression analysis was used to explore the influencing factors for the progression of CHC to liver cirrhosis.Results In terms of the genotype,there were 427 patients with GT1 infection,242 with GT2 infection,299 with GT3 infection(210 patients with GT3a infection,87 with GT3b infection,and 2 with unclassified genotype),and 34 with GT6 infection.The patients with GT3 infection had a significantly younger age than those with GT1 infection(51.3±0.5 years vs 53.2±0.6 years,P<0.05)or GT2 infection(51.3±0.5 years vs 53.7±0.8 years,P<0.05),and for the patients with liver cirrhosis,the patients with GT3 infection had a significantly younger age than those with GT1 infection(52.1±0.5 years vs 59.4±0.9 years,P<0.001)or GT2 infection(52.1±0.5 years vs 58.1±1.1 years,P<0.001).Among the patients with GT3 infection,male patients accounted for 77.9%and the patients with liver cirrhosis accounted for 46.2%,which were significantly higher than those among the patients with GT1,GT2 or GT6 infection(all P<0.001).At baseline,the patients with GT3 infection had significantly higher levels of alanine aminotransferase(ALT)and aspartate aminotransferase(AST)than those with GT1 or GT2 infection,significantly higher aspartate aminotransferase-to-platelet ratio index(APRI)and fibrosis-4(FIB4)than those with GT1,GT2 or GT6 infection,a significantly lower platelet count(PLT)than those with GT2 or GT6 infection,a significantly higher level of alpha-fetoprotein than those with GT2 or GT6 infection,and a significantly lower level of albumin(Alb)than those with GT6 infection(all P<0.05).There were no significant differences between the patients with GT3a infection and those with GT3b infection in age,sex,the proportion of patients with liver cirrhosis,comorbidities,HCV RNA quantification,PLT,ALT,AST,alkaline phosphatase,Alb,APRI,and FIB-4(all P>0.05).The multivariate logistic regression analysis showed that PLT≤150×109/L(odds ratio[OR]=10.72,95%confidence interval[CI]:5.76-35.86,P<0.001)and Alb≤35 g/L(OR=3.74,95%CI:1.22-11.45,P=0.021)were risk factors for liver cirrhosis.Conclusion Most CHC patients with GT3 infection are male in Northwest China,and compared with the patients with other genotypes,such patients tend to have a younger age of onset and higher degrees of liver inflammation activity and fibrosis.Low PLT and a low level of Alb are risk factors for progression to liver cirrhosis in CHC patients with GT3 infection.
10.Motor imagery electroencephalogram signal recognition based on mutual information and adaptive graph convolution
Yelan WU ; Pugang CAO ; Meng XU ; Yue ZHANG ; Xiaoqin LIAN ; Chongchong YU
Chinese Journal of Medical Physics 2025;42(2):232-239
To address the challenges of extracting nonlinear features from motor imagery electroencephalogram(EEG)signals and effectively capturing functional connectivity between EEG channels,a classification and recognition method for motor imagery EEG signals is proposed based on mutual information and adaptive graph convolutional network.The proposed method extracts frequency domain information by sub-frequency banding on the original motor imagery EEG signals,uncovers the nonlinear relationships within EEG signals by an adjacency matrix constructed with mutual information neural estimation method,and finally achieve null-frequency feature extraction by capturing the dynamic correlation strength between channels with an adaptive graph convolutional network incorporating convolutional block attention module.On the BCI Competition Ⅳ 2a and BCI Competition Ⅲ 3a datasets,the proposed method has average accuracies of 83.14%and 88.19%,respectively,demonstrating that it can effectively reveal functional connectivity between EEG channels,providing a new approach for decoding motor imagery EEG signals.

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