1.Effects of Ditan Yizhi Decoction on Mitochondrial Autophagy in Rats with Vascular Dementia Based on Wnt/β-catenin Signaling Pathway
Mengyu GU ; Lieqian SUN ; Jie YANG ; Kaiyi WANG ; Fan WU ; Chao YANG ; Li ZHENG ; Xiangzhong SHEN
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(5):127-133
Objective To observe the effects of Ditan Yizhi Decoction on Wnt/β-catenin signaling pathway and mitochondrial autophagy in vascular dementia(VD)rats.Methods Totally 70 male SD rats were randomly selected as the sham-operation group,with only the common carotid artery isolated and not ligated,and the rest of the rats were used to prepare a rat model of VD by the modified bilateral common carotid artery permanent ligature method.The successfully modeled rats were randomly divided into model group,donepezil group,agonist group and Ditan Yizhi Decoction low-,medium-and high-dosage groups and were given corresponding interventions for 4 weeks.Morris water maze experiment was used to assess the learning and memory ability of rats,HE staining and Nissl staining were used to observe the morphology of hippocampal tissue,transmission electron microscopy was used to observe the ultrastructure of hippocampal neuron,Western blot was used to detect the expressions of PINK1,Parkin,p62,Beclin-1,LC3BⅡ/Ⅰ,β-catenin,GSK-3β,p-GSK-3β protein.Results Compared with the sham-operation group,rats in the model group had a prolonged escape latency(P<0.01),a reduced number of crossing platforms(P<0.01);neuronal gaps in the CA1 area of the hippocampus were enlarged,with irregular cell morphology and blurred borders,neuronal solidification,Nissl bodies dissolution and fragmentation,reduced quantity,mitochondrial cristae disorder,and disruption of the structure of the bilayer membrane,with a greater number of autophagosomes in the surroundings;the expressions of PINK1,Parkin,Beclin-1,LC3BⅡ/I,β-catenin,p-GSK-3β/GSK-3β protein were significantly increased(P<0.01),and p62 protein expression was significantly decreased(P<0.01).Compared with the model group,the escape latency of rats in donepezil group,agonist group and Ditan Yizhi Decoction low-,medium-and high-dosage groups were significantly shortened(P<0.01),and the number of crossing platforms significantly increased(P<0.05,P<0.01);the number of neurons in the hippocampal CA1 region increased,with normal morphology and orderly arrangement,Nissl bodies were abundant,and transmission electron microscopy showed that mitochondrial morphology recovered,rupture decreased,and autophagosomes around mitochondria decreased,the protein expressions of PINK1,Parkin,Beclin-1,LC3BⅡ/Ⅰ,β-catenin and p-GSK-3β/GSK-3β in hippocampal tissue were significantly decreased(P<0.01),the protein expression of p62 significantly increased(P<0.05,P<0.01).Conclusion Ditan Yizhi Decoction can improve learning memory ability and neuronal morphology in VD rats,and its mechanism may be related to the activation of Wnt/β-catenin signaling pathway to inhibit mitophagy.
2.Effects of Ditan Yizhi Decoction on Mitochondrial Autophagy in Rats with Vascular Dementia Based on Wnt/β-catenin Signaling Pathway
Mengyu GU ; Lieqian SUN ; Jie YANG ; Kaiyi WANG ; Fan WU ; Chao YANG ; Li ZHENG ; Xiangzhong SHEN
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(5):127-133
Objective To observe the effects of Ditan Yizhi Decoction on Wnt/β-catenin signaling pathway and mitochondrial autophagy in vascular dementia(VD)rats.Methods Totally 70 male SD rats were randomly selected as the sham-operation group,with only the common carotid artery isolated and not ligated,and the rest of the rats were used to prepare a rat model of VD by the modified bilateral common carotid artery permanent ligature method.The successfully modeled rats were randomly divided into model group,donepezil group,agonist group and Ditan Yizhi Decoction low-,medium-and high-dosage groups and were given corresponding interventions for 4 weeks.Morris water maze experiment was used to assess the learning and memory ability of rats,HE staining and Nissl staining were used to observe the morphology of hippocampal tissue,transmission electron microscopy was used to observe the ultrastructure of hippocampal neuron,Western blot was used to detect the expressions of PINK1,Parkin,p62,Beclin-1,LC3BⅡ/Ⅰ,β-catenin,GSK-3β,p-GSK-3β protein.Results Compared with the sham-operation group,rats in the model group had a prolonged escape latency(P<0.01),a reduced number of crossing platforms(P<0.01);neuronal gaps in the CA1 area of the hippocampus were enlarged,with irregular cell morphology and blurred borders,neuronal solidification,Nissl bodies dissolution and fragmentation,reduced quantity,mitochondrial cristae disorder,and disruption of the structure of the bilayer membrane,with a greater number of autophagosomes in the surroundings;the expressions of PINK1,Parkin,Beclin-1,LC3BⅡ/I,β-catenin,p-GSK-3β/GSK-3β protein were significantly increased(P<0.01),and p62 protein expression was significantly decreased(P<0.01).Compared with the model group,the escape latency of rats in donepezil group,agonist group and Ditan Yizhi Decoction low-,medium-and high-dosage groups were significantly shortened(P<0.01),and the number of crossing platforms significantly increased(P<0.05,P<0.01);the number of neurons in the hippocampal CA1 region increased,with normal morphology and orderly arrangement,Nissl bodies were abundant,and transmission electron microscopy showed that mitochondrial morphology recovered,rupture decreased,and autophagosomes around mitochondria decreased,the protein expressions of PINK1,Parkin,Beclin-1,LC3BⅡ/Ⅰ,β-catenin and p-GSK-3β/GSK-3β in hippocampal tissue were significantly decreased(P<0.01),the protein expression of p62 significantly increased(P<0.05,P<0.01).Conclusion Ditan Yizhi Decoction can improve learning memory ability and neuronal morphology in VD rats,and its mechanism may be related to the activation of Wnt/β-catenin signaling pathway to inhibit mitophagy.
3.Exploration on the Effects of Ditan Yizhi Decoction Regulating Glucose Metabolism on Cognitive Impairment in Vascular Dementia Rats Based on ROS/Drp1 Axis
Mengyu GU ; Lieqian SUN ; Jie YANG ; Kaiyi WANG ; Fan WU ; Shujie XU ; Xing LAI ; Li ZHENG ; Xiangzhong SHEN ; Chao YANG
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(8):82-90
Objective To observe the effects of Ditan Yizhi Decoction on mitochondrial dynamics-mediated glucose metabolism in vascular dementia(VaD)rats based on the ROS/Drp1 axis;To explore its mechanism in treating VaD.Methods Ten male SD rats were randomly selected from 70 as the sham-operation group,and VaD models were prepared using the modified bilateral common carotid artery permanent ligation method for the remaining rats.The successfully modeled rats were randomly divided into model group,positive drug group(donepezil hydrochloride),inhibitor group(Mdivi-1)and Ditan Yizhi Decoction low-,medium-and high-dosage groups(12.86,25.725,51.45 g/kg),and intervened with corresponding method for 4 consecutive weeks.Morris water maze experiment was used to assess the learning memory ability of rats,HE and Nissl staining were used to observe the morphology of hippocampal tissue,transmission electron microscopy was used to observe the mitochondrial ultrastructure of hippocampal neurons,DHE fluorescent probe was used to detect the content of ROS in hippocampal neurons,Western blot was used to detect the expressions of Drp1,p-Drp1,Mfn2,Opa1,HK1,PKM2,GLUT1 and LDHA,the contents of serum IL-1β,IL-6 and TNF-α were detected by ELISA.Results Compared with the sham-operation group,rats in the model group had a prolonged escape latency(P<0.01)and a reduced number of crossing platforms(P<0.01);neuronal gaps in the CA1 region of the hippocampus were enlarged,with irregular cell morphology and blurred borders,neuronal consolidation,lysis and fragmentation of Nissl bodies and reduced number of Nissl bodies,swelling and deformation of mitochondria,disorganization of the cristae,and disruption of the bilayer membrane structure;the content of ROS in CA1 region of the hippocampus was elevated,the protein expressions of Mfn2 and Opa1 significantly decreased(P<0.01),the expressions of p-Drp1,HK1,PKM2,GLUT1,LDHA proteins significantly increased(P<0.01),and serum contents of IL-1β,IL-6 and TNF-α significantly increased(P<0.01).Compared with the model group,the escape latency was significantly shortened in Ditan Yizhi Decoction groups,positive drug group and inhibitor group(P<0.01),and the number of crossing platforms increased(P<0.05,P<0.01);the number of neurons in the hippocampal CA1 region increased,with normal morphology,orderly arrangement,abundant Nissl bodies,recovered mitochondrial morphology,and decreased rupture;the ROS content in hippocampal CA1 region decreased(P<0.01),while the expressions of Mfn2 and Opa1 proteins increased(P<0.01),the expressions of p-Drp1,HK1,PKM2,GLUT1 and LDHA proteins decreased(P<0.01),and the serum contents of IL-1β,IL-6 and TNF-α decreased(P<0.05).Conclusion Ditan Yizhi Decoction can improve cognitive impairment and neuronal morphology in VaD rats,and the mechanism maybe related to regulation of mitochondrial dynamics through the ROS/Drp1 axis,attenuating glycometabolic disorders,and reducing inflammatory response.
4.Women's experiences of participation and informed choice in shared decision-making during childbirth:a meta-synthesis of qualitative research
Jiayi TAN ; Lin ZHOU ; Lijia SHI ; Qian SUN ; Kaiyi WU ; Yang SHEN ; Jing ZHANG
Chinese Journal of Practical Nursing 2025;41(26):2001-2010
Objective:To systematically integrate the lived experiences of women regarding decision-making participation and informed choice during intrapartum care, providing evidence-based guidance for improving obstetric healthcare management and service quality, and enhancing women′s childbirth experiences.Methods:Computerized searches were conducted in PubMed, Web of Science, Cochrane Library, CINAHL, PsycINFO, Scopus, ProQuest, China National Knowledge Infrastructure, Wanfang, Chinese Scientific Journals Database, and China Biology Medicine disc for qualitative studies on women′s experiences of shared decision-making participation and informed choice during childbirth. The search period spanned from January 1, 1997 to August 15, 2024. Literature quality was assessed using the Joanna Briggs Institute Critical Appraisal Checklist for Qualitative Research. Meta-aggregation was employed to synthesize findings by grouping similar results into new categories and integrating outcomes based on logical relationships between categories.Results:Eleven studies were included, yielding 47 key findings synthesized into 10 categories and further integrated into four overarching themes: complex emotional experiences in intrapartum decision-making participation; Diverse coping strategies for intrapartum decision-making participation; multiple stressors faced during intrapartum decision-making participation; multifaceted support needs in intrapartum decision-making participation.Conclusions:Midwives and healthcare providers should deliver education on shared decision-making and informed choice during the third trimester. Continuous attention to maternal emotional shifts regarding decision-making participation and informed choice during labor is essential. Comprehensive decision support, effective intrapartum communication, and initiatives to promote maternal autonomy through empowerment and capacity building should be prioritized.
5.Effect of bone marrow-derived mesenchymal stem cell transplantation on mitochondrial autophagy in rats with vascular dementia through ROS/Nrf2 signaling and its mechanism
Lieqian SUN ; Mengyu GU ; Jie YANG ; Kaiyi WANG ; Gaoshuai GUO ; Hongbo ZHANG ; Siyi ZHANG ; Tanglong WANG ; Zhiwei YANG ; Yanni HE ; Chao YANG
Journal of Jilin University(Medicine Edition) 2025;51(3):610-620
Objective:To discuss the effects of bone marrow-derived mesenchymal stem cells(BMSCs)transplantation on mitophagy in the vascular dementia(VaD)rats through reactive oxygen species(ROS)/nuclear factor erythroid 2-related factor 2(Nrf2)signaling,and to clarify its mechanism.Methods:Forty-five male adult SD rats were randomly divided into sham operation group,model group,unloaded group,BMSCs group,and MSCs+ML385(Nrf2 inhibitor)group(combination group),and there were 9 rats in each group.After intraperitoneal anesthesia,the VaD models were established in all groups except sham operation group.Morris water maze test was used to detect the learning and memory abilities of the rats in various groups;HE staining was used to observe the histopathological morphology of brain tissue of the rats in various groups;Nissl staining was used to observe the changes of Nissl bodies in hippocampus region of brain tissue of the rats in various groups;transmission electron microscope was used to observe the ultrastructure of hippocampus region of the rats in various groups;fluorescence probe method was used to detect the ROS levels in hippocampus neurons in various groups;Western blotting method was used to detect the expression levels of Nrf2,heme oxygenase-1(HO-1),PTEN-induced putative kinase 1(PINK1),parkin RBR E3 ubiquitin protein ligase(Parkin),Beclin-1,ubiquitin-binding protein p62(P62),and microtubule-associated protein 1A/1B-light chain 3(LC3-Ⅱ/LC3-Ⅰ)ratio in brain tissue of the rats in various groups.Results:The Morris water maze results showed that compared with sham operation group,the escape latency of the rats in model group was significantly increased(P<0.01),while the number of crossing time and residence time were significantly decreased(P<0.01).Compared with model group,the escape latency of the rats in BMSCs group was significantly decreased(P<0.01),while the number of crossing time and residence time were significantly increased(P<0.01).Compared with BMSCs group,the escape latency of the rats in combination group was significantly increased(P<0.01),while the number of crossing time and residence time were significantly decreased(P<0.01).The HE staining results showed that hippocampus neurons of the rats in sham operation group were normal in quantity and morphology,with uniform staining and clear structure.Compared with sham operation group,the hippocampus tissue of the rats in model group showed sparse arrangement,disordered structure,reduced neuronal quantity,varied morphology,uneven staining,nuclear pyknosis,and partial neuronal necrosis.Compared with model group,the neuronal damage of the rats in hippocampus regio in BMSCs group was alleviated,with restored morphology and improved neuronal loss.Compared with BMSCs group,the neurons of the rats in hippocampus region in combination group showed irregular morphology,disordered structure,unclear cell boundaries,uneven staining,and nuclear pyknosis.The Nissl staining results showed that the hippocampal neurons in sham operation group were tightly arranged with intact morphology,obvious nucleoli,and abundant darkly stained Nissl bodies.Compared with sham operation group,the neurons in hippocampus region of the rats in model group showed pyknosis,vacuolization,and sparse Nissl bodies.Compared with model group,the BMSCs group showed reduced neuronal pyknosis,relatively intact morphology,and increased Nissl bodies.Compared with BMSCs group,the combination group showed neuronal pyknosis,loss of morphological integrity,and fragmented Nissl bodies.The transmission electron microscope results showed that mitochondria in sham operation group exhibited oval shape with intact double-membrane structure and cristae.Compared with sham operation group,the mitochondria in model group showed swelling,disrupted membranes,broken cristae,and numerous autophagosomes.Compared with model group,the BMSCs group showed improved mitochondrial structure and reduced autophagosomes.Compared with BMSCs group,the combination group showed swollen mitochondria,disrupted membranes,broken cristae,and visible autophagosomes.The fluorescence probe results showed that compared with sham operation group,the ROS levels in the hippocampus neurons in brain tissue of the rats in model group were significantly increased(P<0.01);compared with model group,the ROS levels in hippocampus neurons in brain tissue of the rats in BMSCs group were significantly decreased(P<0.01);compared with BMSCs group,the ROS levels in hippocampus neurons in brain tissue of the rats in combination group were significantly increased(P<0.01).The Western blotting results showed that compared with sham operation group,the expression levels of Nrf2 and HO-1 proteins in brain tissue of the rats in model group were significantly decreased(P<0.01);compared with model group,the expression levels of Nrf2 and HO-1 proteins in brain tissue of the rats in BMSCs group were significantly increased(P<0.01);compared with BMSCs group,the expression levels of Nrf2 and HO-1 proteins in brain tissue of the rats in combination group were significantly decreased(P<0.01);compared with sham operation group,the expression levels of Parkin,PINK1,and Beclin-1 proteins,and LC3-Ⅱ/LC3-Ⅰ ratio of the rats in model group were significantly increased(P<0.01),while the expression level of P62 protein was significantly decreased(P<0.01);compared with model group,the expression levels of Parkin,PINK1,and Beclin-1 proteins,as well as the LC3-Ⅱ/LC3-Ⅰ ratio,of the rats in BMSCs group were significantly decreased(P<0.01),while the expression level of P62 protein was significantly increased(P<0.01);compared with BMSCs group,the expression levels of Parkin,PINK1,and Beclin-1 proteins,as well as the LC3-Ⅱ/LC3-Ⅰ ratio,of the rats in combination group were significantly increased(P<0.01),while the expression level of P62 protein was significantly decreased(P<0.01).Conclusion:BMSCs can alleviate the hippocampal neuronal pathological changes and improve cognitive function in the VaD rats,and its mechanism may be related to the regulation of ROS/Nrf2 signaling pathway to inhibit mitophagy.
6.Women's experiences of participation and informed choice in shared decision-making during childbirth:a meta-synthesis of qualitative research
Jiayi TAN ; Lin ZHOU ; Lijia SHI ; Qian SUN ; Kaiyi WU ; Yang SHEN ; Jing ZHANG
Chinese Journal of Practical Nursing 2025;41(26):2001-2010
Objective:To systematically integrate the lived experiences of women regarding decision-making participation and informed choice during intrapartum care, providing evidence-based guidance for improving obstetric healthcare management and service quality, and enhancing women′s childbirth experiences.Methods:Computerized searches were conducted in PubMed, Web of Science, Cochrane Library, CINAHL, PsycINFO, Scopus, ProQuest, China National Knowledge Infrastructure, Wanfang, Chinese Scientific Journals Database, and China Biology Medicine disc for qualitative studies on women′s experiences of shared decision-making participation and informed choice during childbirth. The search period spanned from January 1, 1997 to August 15, 2024. Literature quality was assessed using the Joanna Briggs Institute Critical Appraisal Checklist for Qualitative Research. Meta-aggregation was employed to synthesize findings by grouping similar results into new categories and integrating outcomes based on logical relationships between categories.Results:Eleven studies were included, yielding 47 key findings synthesized into 10 categories and further integrated into four overarching themes: complex emotional experiences in intrapartum decision-making participation; Diverse coping strategies for intrapartum decision-making participation; multiple stressors faced during intrapartum decision-making participation; multifaceted support needs in intrapartum decision-making participation.Conclusions:Midwives and healthcare providers should deliver education on shared decision-making and informed choice during the third trimester. Continuous attention to maternal emotional shifts regarding decision-making participation and informed choice during labor is essential. Comprehensive decision support, effective intrapartum communication, and initiatives to promote maternal autonomy through empowerment and capacity building should be prioritized.
7.Exploration on the Effects of Ditan Yizhi Decoction Regulating Glucose Metabolism on Cognitive Impairment in Vascular Dementia Rats Based on ROS/Drp1 Axis
Mengyu GU ; Lieqian SUN ; Jie YANG ; Kaiyi WANG ; Fan WU ; Shujie XU ; Xing LAI ; Li ZHENG ; Xiangzhong SHEN ; Chao YANG
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(8):82-90
Objective To observe the effects of Ditan Yizhi Decoction on mitochondrial dynamics-mediated glucose metabolism in vascular dementia(VaD)rats based on the ROS/Drp1 axis;To explore its mechanism in treating VaD.Methods Ten male SD rats were randomly selected from 70 as the sham-operation group,and VaD models were prepared using the modified bilateral common carotid artery permanent ligation method for the remaining rats.The successfully modeled rats were randomly divided into model group,positive drug group(donepezil hydrochloride),inhibitor group(Mdivi-1)and Ditan Yizhi Decoction low-,medium-and high-dosage groups(12.86,25.725,51.45 g/kg),and intervened with corresponding method for 4 consecutive weeks.Morris water maze experiment was used to assess the learning memory ability of rats,HE and Nissl staining were used to observe the morphology of hippocampal tissue,transmission electron microscopy was used to observe the mitochondrial ultrastructure of hippocampal neurons,DHE fluorescent probe was used to detect the content of ROS in hippocampal neurons,Western blot was used to detect the expressions of Drp1,p-Drp1,Mfn2,Opa1,HK1,PKM2,GLUT1 and LDHA,the contents of serum IL-1β,IL-6 and TNF-α were detected by ELISA.Results Compared with the sham-operation group,rats in the model group had a prolonged escape latency(P<0.01)and a reduced number of crossing platforms(P<0.01);neuronal gaps in the CA1 region of the hippocampus were enlarged,with irregular cell morphology and blurred borders,neuronal consolidation,lysis and fragmentation of Nissl bodies and reduced number of Nissl bodies,swelling and deformation of mitochondria,disorganization of the cristae,and disruption of the bilayer membrane structure;the content of ROS in CA1 region of the hippocampus was elevated,the protein expressions of Mfn2 and Opa1 significantly decreased(P<0.01),the expressions of p-Drp1,HK1,PKM2,GLUT1,LDHA proteins significantly increased(P<0.01),and serum contents of IL-1β,IL-6 and TNF-α significantly increased(P<0.01).Compared with the model group,the escape latency was significantly shortened in Ditan Yizhi Decoction groups,positive drug group and inhibitor group(P<0.01),and the number of crossing platforms increased(P<0.05,P<0.01);the number of neurons in the hippocampal CA1 region increased,with normal morphology,orderly arrangement,abundant Nissl bodies,recovered mitochondrial morphology,and decreased rupture;the ROS content in hippocampal CA1 region decreased(P<0.01),while the expressions of Mfn2 and Opa1 proteins increased(P<0.01),the expressions of p-Drp1,HK1,PKM2,GLUT1 and LDHA proteins decreased(P<0.01),and the serum contents of IL-1β,IL-6 and TNF-α decreased(P<0.05).Conclusion Ditan Yizhi Decoction can improve cognitive impairment and neuronal morphology in VaD rats,and the mechanism maybe related to regulation of mitochondrial dynamics through the ROS/Drp1 axis,attenuating glycometabolic disorders,and reducing inflammatory response.
8.Multi-phase CT synthesis-assisted segmentation of abdominal organs
Pinyu HUANG ; Liming ZHONG ; Kaiyi ZHENG ; Zeli CHEN ; Ruolin XIAO ; Xianyue QUAN ; Wei YANG
Journal of Southern Medical University 2024;44(1):83-92
Objective To propose a method for abdominal multi-organ segmentation assisted by multi-phase CT synthesis.Methods Multi-phase CT synthesis for synthesizing high-quality CT images was used to increase the information details for image segmentation.A transformer block was introduced to help to capture long-range semantic information in cooperation with perceptual loss to minimize the differences between the real image and synthesized image.Results The model was trained using multi-phase CT dataset of 526 total cases from Nanfang Hospital.The mean maximum absolute error(MAE)of the synthesized non-contrast CT,venous phase contrast-enhanced CT(CECT),and delay phase CECT images from arterial phase CECT was 19.192±3.381,20.140±2.676 and 22.538±2.874,respectively,which were better than those of images synthesized using other methods.Validation of the multi-phase CT synthesis-assisted abdominal multi-organ segmentation method showed an average dice coefficient of 0.847 for the internal validation set and 0.823 for the external validation set.Conclusion The propose method is capable of synthesizing high-quality multi-phase CT images to effectively reduce the errors in registration between different phase CT images and improve the performance for segmentation of 13 abdominal organs.
9.Prevalence and consultation behavior of childhood respiratory diseases in a hospital in Zhejiang Province in 2019-2021
Kaiyi YANG ; Guoqiang QI ; Zhiwen ZHU ; Jian HUANG ; Shasha HU ; Gang YU
Journal of Public Health and Preventive Medicine 2024;35(2):12-16
Objective To analyze the causes of changes in the prevalence of respiratory diseases and the reason for changes in medical visit behavior of children in Zhejiang Province during the winter and spring seasons of 2019-2021, and to provide important reference for the allocation of hospital resources, implementation of hierarchical diagnosis and treatment, and epidemic prevention and control. Methods A retrospective study was conducted on 256 937 outpatient medical records from January 23rd to April 23rd of each year from 2019 to 2021 at the Children's Hospital Affiliated to Zhejiang University School of Medicine. Statistical methods were used for data analysis. Results A total of 256 937 cases were selected in the present study, including 157 000 cases in 2019, 22 192 cases in 2020, and 77 745 cases in 2021. The number of patients to the Children's Hospital of Zhejiang University School of Medicine from outside Hangzhou accounted for 41.74%, 14.36% , and 18.53% in 2019-2021, respectively. For 0~2 years old , 3~6 years old , and 7~14 years old groups , the percentages of patients with upper respiratory tract infections were 49.54%, 45.95%, and 46.74%, respectively ; with lower respiratory tract infections were 42.90% , 31.76% , and 22.95% ; with influenza were 2.23% , 3.15% and 4.09%; and with asthma were 1.37%, 5.08%, and 8.15%, respectively. Conclusion From 2019 to 2021, there have been significant changes in the total number of respiratory diseases in children, the proportion of disease types, and the proportion of children's geographical composition. It is necessary to continue to monitor children's respiratory diseases, grasp the dynamic changes in their medical visits in real time, adjust the hospital admission model , implement the graded treatment policy, and promote the prevention and control of respiratory diseases in children.
10.Multi-phase CT synthesis-assisted segmentation of abdominal organs
Pinyu HUANG ; Liming ZHONG ; Kaiyi ZHENG ; Zeli CHEN ; Ruolin XIAO ; Xianyue QUAN ; Wei YANG
Journal of Southern Medical University 2024;44(1):83-92
Objective To propose a method for abdominal multi-organ segmentation assisted by multi-phase CT synthesis.Methods Multi-phase CT synthesis for synthesizing high-quality CT images was used to increase the information details for image segmentation.A transformer block was introduced to help to capture long-range semantic information in cooperation with perceptual loss to minimize the differences between the real image and synthesized image.Results The model was trained using multi-phase CT dataset of 526 total cases from Nanfang Hospital.The mean maximum absolute error(MAE)of the synthesized non-contrast CT,venous phase contrast-enhanced CT(CECT),and delay phase CECT images from arterial phase CECT was 19.192±3.381,20.140±2.676 and 22.538±2.874,respectively,which were better than those of images synthesized using other methods.Validation of the multi-phase CT synthesis-assisted abdominal multi-organ segmentation method showed an average dice coefficient of 0.847 for the internal validation set and 0.823 for the external validation set.Conclusion The propose method is capable of synthesizing high-quality multi-phase CT images to effectively reduce the errors in registration between different phase CT images and improve the performance for segmentation of 13 abdominal organs.


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