Objective To propose a low-dose CT image denoising method based on an improved Corediff model to recover the detailed features of the image and enhance the image quality.Methods An RS-Corediff model was established by modifying the key component U-Net network of the Corediff model.Firstly,the residual module was introduced in the network input stage for feature extraction;secondly,a new downsampling module was designed in the U-Net network encoder,which learned the semantic information of the feature map by convolution and maintained the learning state during the downsampling process so as to fully extract the image features;thirdly,the feature splicing processing was used to further enhance the learning effect during the upsampling process of the U-Net network decoder;finally,the convolutional kernel size was modified to adjust the sensory field during the convolutional process of the whole U-Net network structure so as to obtain rich features.The RS-Corediff model was compared with the residual encoder-decoder convolutional neural network(RED-CNN)model and the Corediff model on the public dataset AAPM 2016 in order to verify its effectiveness for low-dose CT image denoising.Results The RS-Corediff model gained advantages over the RED-CNN and Corediff models with a peak signal-to-noise ratio(PSNR)of 41.269 8,structural similarity(SSIM)of 0.953 4 and root mean square error(RMSE)of 17.568 7.Conclusion The proposed method effectively preserves the texture and details of low-dose CT images during the denoising process to improve the overall quality of the images.[Chinese Medical Equipment Journal,2025,46(5):9-13]

Objective:To observe the correlation between sleep disorder and postoperative pain,inflammation stress response,and cognitive function in patients with primary liver cancer undergoing transcatheter arterial chemoembolization(TACE)operative.Methods:80 patients with primary liver cancer who were treated in Shandong Provincial Third Hospital from July 2022 to July 2024 were selected,all patients underwent TACE operative.The patients were divided into non sleep disorder group and sleep disorder group according to the pittsburgh sleep quality index(PSQI)score 1 month postoperative.The visual analog scale(VAS),postoperative inflammatory mediators[serum interferon-γ(IFN-γ),tumor necrosis factor-α(TNF-α),interleukin-1β(IL-1β),interleukin-8(IL-8)],postoperative stress response[superoxide dismutase(SOD),malondialdehyde(MDA)],and mini-mental state examination(MMSE)scores between sleep disorder group and non sleep disorder group were compared.Pearson correlation analysis was used to investigate the correlation between sleep disorder and postoperative pain,inflammation stress response,and cognitive function in patients underwent TACE.Results:VAS score,IFN-γ,TNF-α,IL-1β,IL-8,and MDA in the sleep disorder group were higher than those in non sleep disorder group(P＜0.05).SOD and MMSE score in sleep disorder group were lower than those in non sleep disorder group(P＜0.05).Pearson correlation analysis results showed that,sleep disorder were negatively correlated with SOD and MMSE,while positively correlated with VAS score,IFN-γ,TNF-α,IL-1β,IL-8,and MDA(P＜0.05).Conclusion:The incidence of sleep disorder is higher in patients with primary liver cancer TACE postoperative,and sleep disorder can exacerbate postoperative pain and inflammation stress response in patients undergoing TACE operative,and affect cognitive function.

Objective·To explore the clinical efficacy and safety of sticky bone[deproteinized porcine bone mineral granules combined with advanced platelet-rich fibrin(A-PRF)and liquid platelet-rich fibrin(L-PRF)]in the repair of unilateral alveolar cleft.Methods·Patients diagnosed with unilateral alveolar cleft who met the inclusion and exclusion criteria were recruited from December 1,2023 to August 31,2024.The patients were randomly divided into 2 groups.The experimental group received sticky bone grafts,and the control group received autologous iliac cancellous bone grafts for alveolar cleft repair.The primary efficacy index was the bone resorption rate at 6 months post-surgery,calculated by measuring the grafted bone volume immediately after surgery and at 6 months using Simplant Pro 17.01 software based on patients'computed tomography data collected before surgery,immediately after surgery,and 6 months post-surgery.Secondary efficacy indices included bone density at 6 months after surgery,the occurrence of postoperative complications in patients,and the scores on the oral health-related quality of life scale.Prism 10 software was used for data analysis,and t-test and Pearson correlation analysis methods were adopted.Results·Seventeen patients with unilateral alveolar cleft were included in the experimental group,and 15 in the control group.The remaining bone volume in the experimental group at 6 months after surgery was more than that in the control group.The bone resorption rate in the experimental group was 33.24%±17.16%,significantly lower than 66.31%±17.98%in the control group(P<0.001).One patient in the experimental group had vestibular mucosal dehiscence accompanied by bone powder discharge 2 weeks after surgery;3 patients in the control group had vestibular mucosal dehiscence accompanied by cancellous bone discharge 1 month after surgery,with one case of grafted bone necrosis 4 months after surgery.The bone density in the experimental group at 6 months after surgery was significantly higher than that in the control group(P<0.001),and the scores on the oral health-related quality of life scale were lower.Conclusion·Compared with iliac cancellous bone,when sticky bone is used in the treatment of patients with unilateral alveolar cleft,it shows a lower bone resorption rate and higher bone density,indicating better osteogenic ability.Fewer number of complications and lower scores on the oral health-related quality of life scale suggest greater safety,thereby supporting its strong potential for clinical promotion and application.

Objective To investigate the practical effects of pediatric rapid sequence intubation(RSI)nursing coordination training based on the LSPPDM(learn,see,practice,prove,do,maintain)framework in order to provide evidence for optimizing pediatric RSI nursing training programs.Methods Nurses from the intensive care unit(ICU)of Children's Hospital,Fudan University during Feb 2023 and Jan 2024 were divided into the experimental group(n=35)and the control group(n=35)by block randomization.The experimental group received LSPPDM framework-based training,while the control group underwent conventional training with theoretical lectures and procedural demonstrations.Outcomes included training satisfaction,theoretical knowledge and procedural skill assessment scores,team collaboration compliance and RSI procedure time were compared between the two groups.Results The experimental group demonstrated significantly higher training satisfaction(123.80±2.04 vs.117.26±9.82,P<0.05),superior post-training theoretical knowledge and procedural skills(P<0.05),enhanced team collaboration compliance(P<0.05),and shorter RSI completion time(P<0.05)compared with the control group.Conclusion Pediatric RSI nursing coordination training based on the LSPPDM framework can effectively increase training satisfaction,promote theoretical and procedural skills and reduce completion time in nurses.

Objective To propose a low-dose CT image denoising method based on an improved Corediff model to recover the detailed features of the image and enhance the image quality.Methods An RS-Corediff model was established by modifying the key component U-Net network of the Corediff model.Firstly,the residual module was introduced in the network input stage for feature extraction;secondly,a new downsampling module was designed in the U-Net network encoder,which learned the semantic information of the feature map by convolution and maintained the learning state during the downsampling process so as to fully extract the image features;thirdly,the feature splicing processing was used to further enhance the learning effect during the upsampling process of the U-Net network decoder;finally,the convolutional kernel size was modified to adjust the sensory field during the convolutional process of the whole U-Net network structure so as to obtain rich features.The RS-Corediff model was compared with the residual encoder-decoder convolutional neural network(RED-CNN)model and the Corediff model on the public dataset AAPM 2016 in order to verify its effectiveness for low-dose CT image denoising.Results The RS-Corediff model gained advantages over the RED-CNN and Corediff models with a peak signal-to-noise ratio(PSNR)of 41.269 8,structural similarity(SSIM)of 0.953 4 and root mean square error(RMSE)of 17.568 7.Conclusion The proposed method effectively preserves the texture and details of low-dose CT images during the denoising process to improve the overall quality of the images.[Chinese Medical Equipment Journal,2025,46(5):9-13]

Objective:To summarize the clinical characteristics of focal cerebral arteriopathy (FCA) in children, and to analyze its influencing factor of prognosis.Methods:A retrospective cohort study was conducted. Clinical data from 40 children with FCA who were hospitalized at the Department of Neurology, Beijing Children′s Hospital, Capital Medical University, from September 2015 to August 2024 were collected. A centralized follow-up was conducted in October 2024 via outpatient clinics or the internet. The pediatric stroke outcome measure (PSOM) was used to evaluate their outcomes. Based on the PSOM, the children were further divided into a group with normal neurological function and another group with abnormal neurological function. Differences between groups were analyzed using the Mann-Whitney U test and Fisher exact test. Univariate Logistic regression analysis was performed to identify the influencing factors for neurological outcomes in children with FCA. Results:A total of 40 children were included, with 20 males and 20 females, and the onset age of 9.2 (6.8, 12.5) years. Among them, 12 cases (30%) had a history of varicella within 1 year before onset. There were 23 cases (58%) presenting with transient ischemic attack (TIA) or recurrent fluctuating symptoms of onset, while 3 cases (8%) developed progressive stroke within the first month of onset. The M1 segment of the middle cerebral artery was the most commonly affected vascular site, with a total of 16 cases (40%). Arterial occlusion occurred in 8 cases (20%). Lumbar puncture was completed in 36 children, and white blood cell counts in cerebrospinal fluid was increased in 6 cases. All 23 patients who completed magnetic resonance vessel wall imaging (VWI) showed circular enhancement of the arterial wall. A total of 28 patients (70%) received antiplatelet or anticoagulation therapy, and 16 patients (40%) received hormone therapy. At admission, the pediatric National Institute of Health Stroke Scale (PedNIHSS) score was 6.0 (2.0, 8.8) points, which decreased to 0.5 (0, 3.0) points at discharge. The follow-up duration was 1.6 (0.8, 4.9) years, with 1 case lost to follow-up. There was 1 case presenting with recurrence course manifesting as TIA. Among the 39 cases who completed the follow-up, 23 cases (59%) were assessed as neurologically normal by PSOM, while 16 cases (41%) were assessed as neurologically abnormal. Among the 29 cases who completed the imaging review, magnetic resonance angiography (MRA) review in 23 cases indicated stability or improvement in the original arterial stenosis, with 6 cases experiencing transient worsening of arterial stenosis early in the disease course (within 2 months), which later improved. Arterial stenosis progression occurred in 6 cases at the final review of 29 cases who completed the imaging review, with 1 case developing progressive cerebral arteriopathy. The proportion of patients with headache, altered consciousness, and aphasia in the abnormal neurological function group, as well as the PedNISS scores at admission and discharge, were all higher than those in the normal neurological function group (all P<0.05). Univariate Logistic regression analysis revealed that only a PedNISS score>6 points at onset was an influencing factor for abnormal neurological function ( OR=20.58, 95% CI 3.93-107.70, P<0.001). Conclusions:Childhood FCA often presents with fluctuating onset, and the proximal segment of the middle cerebral artery is frequently affected. Progression of arterial stenosis is common within 2 months of the disease course, but clinical progression and new ischemic lesions are uncommon. Most patients have a favorable long-term prognosis. PedNIHSS score>6 points at admission is related to abnormal neurological function outcomes.

Objective·To explore the clinical efficacy and safety of sticky bone[deproteinized porcine bone mineral granules combined with advanced platelet-rich fibrin(A-PRF)and liquid platelet-rich fibrin(L-PRF)]in the repair of unilateral alveolar cleft.Methods·Patients diagnosed with unilateral alveolar cleft who met the inclusion and exclusion criteria were recruited from December 1,2023 to August 31,2024.The patients were randomly divided into 2 groups.The experimental group received sticky bone grafts,and the control group received autologous iliac cancellous bone grafts for alveolar cleft repair.The primary efficacy index was the bone resorption rate at 6 months post-surgery,calculated by measuring the grafted bone volume immediately after surgery and at 6 months using Simplant Pro 17.01 software based on patients'computed tomography data collected before surgery,immediately after surgery,and 6 months post-surgery.Secondary efficacy indices included bone density at 6 months after surgery,the occurrence of postoperative complications in patients,and the scores on the oral health-related quality of life scale.Prism 10 software was used for data analysis,and t-test and Pearson correlation analysis methods were adopted.Results·Seventeen patients with unilateral alveolar cleft were included in the experimental group,and 15 in the control group.The remaining bone volume in the experimental group at 6 months after surgery was more than that in the control group.The bone resorption rate in the experimental group was 33.24%±17.16%,significantly lower than 66.31%±17.98%in the control group(P<0.001).One patient in the experimental group had vestibular mucosal dehiscence accompanied by bone powder discharge 2 weeks after surgery;3 patients in the control group had vestibular mucosal dehiscence accompanied by cancellous bone discharge 1 month after surgery,with one case of grafted bone necrosis 4 months after surgery.The bone density in the experimental group at 6 months after surgery was significantly higher than that in the control group(P<0.001),and the scores on the oral health-related quality of life scale were lower.Conclusion·Compared with iliac cancellous bone,when sticky bone is used in the treatment of patients with unilateral alveolar cleft,it shows a lower bone resorption rate and higher bone density,indicating better osteogenic ability.Fewer number of complications and lower scores on the oral health-related quality of life scale suggest greater safety,thereby supporting its strong potential for clinical promotion and application.

AIM To observe the effects of Yiqi Jiedu Tongluo Formula(YQJDTL)on renal microvascular endothelial function and prevention of renal injury in a rat model of type 2 diabetes mellitus(T2DM).METHODS The SD rats were randomly divided into a normal group and a model group.The model group was administered with high-fat diet combined with a single intraperitoneal injection of STZ to establish the T2DM model.The successfully modeled rats were randomly divided into the model group,the canagliflozin group(9 mg/kg),and the low-dose and high-dose YQJDTL groups(4.77,9.45 g/kg).The corresponding doses of the drug were administered by gavage for a total of 12 weeks,during which the rats underwent observation of their general condition and blood glucose changes.After the end of administration,the rats had their levels of renal index,24-hour UP,serum SCr,BUN,TC,TG,HDL-C,LDL-C,ET-1 and NOS measured;their changes in renal microvasculature and the degree of renal fibrosis observed using HE staining,Masson staining,PAS staining,and PASM staining;their ultrastructure of the glomeruli observed using transmission electron microscopy;their renal protein expressions of TGF-β,SMAD2,SMAD3,Col-1,VEGFA and PKC detected by immunohistochemical staining and Western blot;and their renal mRNA expressions of VEGFA,TGF-β,SMAD2 determined by RT-qPCR.RESULTS Compared with the model group,the high-dose YQJDTL group showed decreased levels of renal index,blood glucose,TG,TC,HDL,24 h UP,BUN,SCr and ET-1(P＜0.05,P＜0.01);increased LDL and NOS levels(P＜0.05,P＜0.01);reduced renal inflammatory infiltration and fibrosis degree,inhibited fusion of foot processes and thickening of basement membrane;decreased renal protein expressions of TGF-β,SMAD2,SMAD3,VEGFA,PKC and Col-1(P＜0.05,P＜0.01);and decreased mRNA expressions of VEGFA,TGF-β and SMAD2(P＜0.01).CONCLUSION In the rat models of T2DM,YQJDTL can reduce their levels of blood glucose and lipids by improving the renal indices levels and the renal microvascular endothelial functions to alleviate renal fibrosis and microangiopathy as well,and the mechanism may be associated with the down-regulated expressions of TGF-β/SMAD and VEGF pathway-related proteins.

Objective To investigate the practical effects of pediatric rapid sequence intubation(RSI)nursing coordination training based on the LSPPDM(learn,see,practice,prove,do,maintain)framework in order to provide evidence for optimizing pediatric RSI nursing training programs.Methods Nurses from the intensive care unit(ICU)of Children's Hospital,Fudan University during Feb 2023 and Jan 2024 were divided into the experimental group(n=35)and the control group(n=35)by block randomization.The experimental group received LSPPDM framework-based training,while the control group underwent conventional training with theoretical lectures and procedural demonstrations.Outcomes included training satisfaction,theoretical knowledge and procedural skill assessment scores,team collaboration compliance and RSI procedure time were compared between the two groups.Results The experimental group demonstrated significantly higher training satisfaction(123.80±2.04 vs.117.26±9.82,P<0.05),superior post-training theoretical knowledge and procedural skills(P<0.05),enhanced team collaboration compliance(P<0.05),and shorter RSI completion time(P<0.05)compared with the control group.Conclusion Pediatric RSI nursing coordination training based on the LSPPDM framework can effectively increase training satisfaction,promote theoretical and procedural skills and reduce completion time in nurses.

AIM To observe the effects of Yiqi Jiedu Tongluo Formula(YQJDTL)on renal microvascular endothelial function and prevention of renal injury in a rat model of type 2 diabetes mellitus(T2DM).METHODS The SD rats were randomly divided into a normal group and a model group.The model group was administered with high-fat diet combined with a single intraperitoneal injection of STZ to establish the T2DM model.The successfully modeled rats were randomly divided into the model group,the canagliflozin group(9 mg/kg),and the low-dose and high-dose YQJDTL groups(4.77,9.45 g/kg).The corresponding doses of the drug were administered by gavage for a total of 12 weeks,during which the rats underwent observation of their general condition and blood glucose changes.After the end of administration,the rats had their levels of renal index,24-hour UP,serum SCr,BUN,TC,TG,HDL-C,LDL-C,ET-1 and NOS measured;their changes in renal microvasculature and the degree of renal fibrosis observed using HE staining,Masson staining,PAS staining,and PASM staining;their ultrastructure of the glomeruli observed using transmission electron microscopy;their renal protein expressions of TGF-β,SMAD2,SMAD3,Col-1,VEGFA and PKC detected by immunohistochemical staining and Western blot;and their renal mRNA expressions of VEGFA,TGF-β,SMAD2 determined by RT-qPCR.RESULTS Compared with the model group,the high-dose YQJDTL group showed decreased levels of renal index,blood glucose,TG,TC,HDL,24 h UP,BUN,SCr and ET-1(P＜0.05,P＜0.01);increased LDL and NOS levels(P＜0.05,P＜0.01);reduced renal inflammatory infiltration and fibrosis degree,inhibited fusion of foot processes and thickening of basement membrane;decreased renal protein expressions of TGF-β,SMAD2,SMAD3,VEGFA,PKC and Col-1(P＜0.05,P＜0.01);and decreased mRNA expressions of VEGFA,TGF-β and SMAD2(P＜0.01).CONCLUSION In the rat models of T2DM,YQJDTL can reduce their levels of blood glucose and lipids by improving the renal indices levels and the renal microvascular endothelial functions to alleviate renal fibrosis and microangiopathy as well,and the mechanism may be associated with the down-regulated expressions of TGF-β/SMAD and VEGF pathway-related proteins.