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Targeting the brain’s glymphatic pathway:A novel therapeutic approach for cerebral small vessel disease 被引量:1
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作者 Yuhui Ma Yan Han 《Neural Regeneration Research》 2026年第2期433-442,共10页
Cerebral small vessel disease encompasses a group of neurological disorders characterized by injury to small blood vessels,often leading to stroke and dementia.Due to its diverse etiologies and complex pathological me... Cerebral small vessel disease encompasses a group of neurological disorders characterized by injury to small blood vessels,often leading to stroke and dementia.Due to its diverse etiologies and complex pathological mechanisms,preventing and treating cerebral small vessel vasculopathy is challenging.Recent studies have shown that the glymphatic system plays a crucial role in interstitial solute clearance and the maintenance of brain homeostasis.Increasing evidence also suggests that dysfunction in glymphatic clearance is a key factor in the progression of cerebral small vessel disease.This review begins with a comprehensive introduction to the structure,function,and driving factors of the glymphatic system,highlighting its essential role in brain waste clearance.Afterwards,cerebral small vessel disease was reviewed from the perspective of the glymphatic system,after which the mechanisms underlying their correlation were summarized.Glymphatic dysfunction may lead to the accumulation of metabolic waste in the brain,thereby exacerbating the pathological processes associated with cerebral small vessel disease.The review also discussed the direct evidence of glymphatic dysfunction in patients and animal models exhibiting two subtypes of cerebral small vessel disease:arteriolosclerosis-related cerebral small vessel disease and amyloid-related cerebral small vessel disease.Diffusion tensor image analysis along the perivascular space is an important non-invasive tool for assessing the clearance function of the glymphatic system.However,the effectiveness of its parameters needs to be enhanced.Among various nervous system diseases,including cerebral small vessel disease,glymphatic failure may be a common final pathway toward dementia.Overall,this review summarizes prevention and treatment strategies that target glymphatic drainage and will offer valuable insight for developing novel treatments for cerebral small vessel disease. 展开更多
关键词 AQUAPORIN-4 ASTROCYTES cerebral amyloid angiopathy cerebral small vessel disease cerebrospinal fluid diffusion tensor image analysis along the perivascular space glymphatic system interstitial fluid perivascular space therapeutic strategies
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Carbon Footprint and Economic Analysis of LNG-fueled Fishing Vessel Using Real Engine Performance Simulation
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作者 Momir Sjerić Maja Perčić +1 位作者 Ivana Jovanović Nikola Vladimir 《哈尔滨工程大学学报(英文版)》 2026年第1期259-276,共18页
Analysis of the environmental and economic performance of fishing vessels has received limited attention compared with other ship types despite their notable contribution to global greenhouse gas(GHG)emissions.This st... Analysis of the environmental and economic performance of fishing vessels has received limited attention compared with other ship types despite their notable contribution to global greenhouse gas(GHG)emissions.This study evaluates the carbon footprint(CF)and economic viability of a liquefied natural gas(LNG)-fueled fishing vessel,using real engine operation simulations to provide precise and dynamic evaluation of fuel consumption and GHG emissions.Operational profiles are obtained through the utilization of onboard monitoring systems,whereas engine performance is simulated using the 1D/0D AVL Boost^(TM)model.Life cycle assessment(LCA)is conducted to quantify the environmental impact,whereas life cycle cost assessment(LCCA)is performed to analyze the profitability of LNG as an alternative fuel.The potential impact of the future fuel price uncertainties is addressed using Monte Carlo simulations.The LCA findings indicate that LNG has the potential to reduce the CF of the vessel by 14%to 16%,in comparison to a diesel power system configuration that serves as the baseline scenario.The LCCA results further indicate that the total cost of an LNG-powered ship is lower by 9.5%-13.8%,depending on the share of LNG and pilot fuels.This finding highlights the potential of LNG to produce considerable environmental benefits while addressing economic challenges under diverse operational and fuel price conditions. 展开更多
关键词 1D/0D simulation Carbon footprint Fishing vessels Life cycle assessment Life cycle cost assessment Liquefied natural gas
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Meningeal lymphatic vessel crosstalk with central nervous system immune cells in aging and neurodegenerative diseases 被引量:5
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作者 Minghuang Gao Xinyue Wang +5 位作者 Shijie Su Weicheng Feng Yaona Lai Kongli Huang Dandan Cao Qi Wang 《Neural Regeneration Research》 SCIE CAS 2025年第3期763-778,共16页
Meningeal lymphatic vessels form a relationship between the nervous system and periphery, which is relevant in both health and disease. Meningeal lymphatic vessels not only play a key role in the drainage of brain met... Meningeal lymphatic vessels form a relationship between the nervous system and periphery, which is relevant in both health and disease. Meningeal lymphatic vessels not only play a key role in the drainage of brain metabolites but also contribute to antigen delivery and immune cell activation. The advent of novel genomic technologies has enabled rapid progress in the characterization of myeloid and lymphoid cells and their interactions with meningeal lymphatic vessels within the central nervous system. In this review, we provide an overview of the multifaceted roles of meningeal lymphatic vessels within the context of the central nervous system immune network, highlighting recent discoveries on the immunological niche provided by meningeal lymphatic vessels. Furthermore, we delve into the mechanisms of crosstalk between meningeal lymphatic vessels and immune cells in the central nervous system under both homeostatic conditions and neurodegenerative diseases, discussing how these interactions shape the pathological outcomes. Regulation of meningeal lymphatic vessel function and structure can influence lymphatic drainage, cerebrospinal fluid-borne immune modulators, and immune cell populations in aging and neurodegenerative disorders, thereby playing a key role in shaping meningeal and brain parenchyma immunity. 展开更多
关键词 central nervous system meningeal lymphatic vessels IMMUNITY myeloid cells lymphatic cells neurodegenerative disease
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Dual encoding feature filtering generalized attention UNET for retinal vessel segmentation
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作者 ISLAM Md Tauhidul WU Da-Wen +6 位作者 TANG Qing-Qing ZHAO Kai-Yang YIN Teng LI Yan-Fei SHANG Wen-Yi LIU Jing-Yu ZHANG Hai-Xian 《四川大学学报(自然科学版)》 北大核心 2025年第1期79-95,共17页
Retinal blood vessel segmentation is crucial for diagnosing ocular and cardiovascular diseases.Although the introduction of U-Net in 2015 by Olaf Ronneberger significantly advanced this field,yet issues like limited t... Retinal blood vessel segmentation is crucial for diagnosing ocular and cardiovascular diseases.Although the introduction of U-Net in 2015 by Olaf Ronneberger significantly advanced this field,yet issues like limited training data,imbalance data distribution,and inadequate feature extraction persist,hindering both the segmentation performance and optimal model generalization.Addressing these critical issues,the DEFFA-Unet is proposed featuring an additional encoder to process domain-invariant pre-processed inputs,thereby improving both richer feature encoding and enhanced model generalization.A feature filtering fusion module is developed to ensure the precise feature filtering and robust hybrid feature fusion.In response to the task-specific need for higher precision where false positives are very costly,traditional skip connections are replaced with the attention-guided feature reconstructing fusion module.Additionally,innovative data augmentation and balancing methods are proposed to counter data scarcity and distribution imbalance,further boosting the robustness and generalization of the model.With a comprehensive suite of evaluation metrics,extensive validations on four benchmark datasets(DRIVE,CHASEDB1,STARE,and HRF)and an SLO dataset(IOSTAR),demonstrate the proposed method’s superiority over both baseline and state-of-the-art models.Particularly the proposed method significantly outperforms the compared methods in cross-validation model generalization. 展开更多
关键词 vessel segmentation Data balancing Data augmentation Dual encoder Attention Mechanism Model generalization
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Effect of electroacupuncture at conception vessel and governor vessel on correlative signals of stress-injury-repair in cerebral ischemia reperfusion rats 被引量:8
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作者 邓容 皮敏 +2 位作者 杨卓欣 林婉珊 于海波 《World Journal of Acupuncture-Moxibustion》 CSCD 2016年第3期22-30,共9页
Objective To explore the effect of electroacupuncture at conception vessel and governor vessel on correlative signals of inflammatory response stressinjury-repair in cerebral ischemia reperfusion rats. Methods A total... Objective To explore the effect of electroacupuncture at conception vessel and governor vessel on correlative signals of inflammatory response stressinjury-repair in cerebral ischemia reperfusion rats. Methods A total of 216 rats were included in the experiment, of which 192 rats were randomly divided into four groups, including sham operation group(group A), model group(group B), governor vessel group(group C), and conception vessel and governor vessel group(group D), 48 rats in each group. The rats in each group were further divided into six sub-groups, including 12 h group, 24 h group, 48 h group, 72 h group, 96 h group and 144 h group. MCAO operation course was simulated in group A, and the common carotid artery, internal carotid artery and external carotid artery on the right side were exposed, without insertion of suture or treatment. After completion of modeling in group B, treatment was not conducted. After completion of modeling in group C, "Shuǐgōu(水沟 GV 26)", "Bǎihuì(百会 GV 20)" and "Dàzhuī(大椎 GV 14)" of governor vessel were selected, and electroacupuncture device was connected with "GV 14" and "GV 20". After completion of modeling in group D, "GV 26", "GV 20" and "GV 14" of governor vessel, and "Qìhǎi(气海 CV 6)", "Guānyuán(关元 CV 4)" and "Chéngjiāng(承浆 CV 24)" of conception vessel were selected; electroacupuncture device was connected with "GV 14" and "GV 20", "CV 4" and "CV 6". Neurological severity score was conducted.Enzyme linked immunosorbent assay(ELISA) was applied to determine the concentration of peripheral serum adrenocorticotropic hormone(ACTH) of rats, and immunohistochemical method was adopted to detect the expression levels of tumor necrosis factor α(TNF-α) and transforming growth factor β1(TGF-β1) in brain tissue of rats. The other 24 rats were also randomly divided into four groups mentioned above, 6 rats in each group, to detect cerebral ischemie volume. Results Compared with group B, the ischemia volume in brain tissue at 144 h after cerebral ischemia reperfusion decreased significantly in group C and group D(P〈0.05), and the ischemia volume in group D was less than that in group C(P〈0.05). The neurological impairment scores of group C and group D at all time points were lower than those of group B, and the differences were statistically significant(all P〈0.05). The scores of group D at all time points were lower than those of group C, and the differences since 24 h were statistically significant(all P〈0.05). Compared with group B, the excessive expression of ACTH was suppressed dynamically and generally in group C and group D(P〈0.05); the expression level of TNF-α was down-regulated and TGF-β1 was up-regulated as well in group C and group D(P〈0.05). The effect in group D was superior to that in group C. Conclusion Electroacupuncture at conception vessel and governor vessel can protect brain through the intervention of the expression of correlative signals of inflammatory response stress-injury-repair of cerebral ischemia reperfusion. 展开更多
关键词 ELECTROACUPUNCTURE conception vessel governor vessel adrenocorticotropic hormone tumor necrosis factor α transforming growth factor β1
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Experimental Investigation of Dual T-foil System on the Pitch Motion Reduction of a Monohull Vessel
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作者 Yichen Jiang Shijie Liu +2 位作者 Junyu Bai Zhi Zong Guiyong Zhang 《哈尔滨工程大学学报(英文版)》 2025年第6期1230-1238,共9页
As a vessel navigates at high speeds in waves,considerable pitching motion can result in the discomfort of passengers.In this study is proposed a ride control system consisting of dual T-foils to generate a larger rig... As a vessel navigates at high speeds in waves,considerable pitching motion can result in the discomfort of passengers.In this study is proposed a ride control system consisting of dual T-foils to generate a larger righting moment than a common single T-foil system.One T-foil is mounted at the bow,and the other at the stern.Accordingly,different control strategies for dual T-foils were proposed To verify the stratigies,a model experiment was conducted in the Towing Tank,Dalian Unievrsity of Technology.The optimal control signal was determined by comparing the pitch responses,heave responses,bow accelerations,and stern accelerations of a vessel in regular waves.In addition,the control strategy for the best motion-reduction effect was investigated.The optimized dual T-foil system provides a 34%reduction in pitch motion. 展开更多
关键词 T-foil Active control High-speed vessel Ride control system Control strategy
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Retinal vessel density alteration after FS-LASIK for myopia with different axial lengths
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作者 Cai-Yun Fu Yan Zheng +9 位作者 Chang-Bin Zhai Hou-Bin Huang Xi Chen Yi-Ran Dong Ya-Bin Hu Wen Xu Jing Liu Yan Huang Ning Sun Xue-Yin Chen 《International Journal of Ophthalmology(English edition)》 2025年第10期1936-1943,共8页
AIM:To compare the effects of different types of negative pressure suction on the macular and optic disc retinal vessel density(VD)in myopic patients with different axial lengths(ALs)undergoing femtosecond laser-assis... AIM:To compare the effects of different types of negative pressure suction on the macular and optic disc retinal vessel density(VD)in myopic patients with different axial lengths(ALs)undergoing femtosecond laser-assisted excimer laser in situ keratomileusis(FS-LASIK)by optical coherence tomography angiography(OCTA).METHODS:A prospective,nonrandomized,controlled study.Participants underwent FS-LASIK surgery were divided into the short AL group(SAL,22≤AL<26 mm)and the long AL group(LAL,26≤AL<28 mm)according to the different ALs.Further,the two groups were divided into subgroups according to the corneal flap using VisuMax or WaveLight FS200 femtosecond laser(FS)platform.All patients underwent OCTA before the surgery and 1-day/1-week/1-month after the surgery.ANOVA statistically analyzed data with two-factor repeated measurement in SPSS.RESULTS:Totally 108 participants(108 eyes,18–35y)were divided into SAL group[22 patients(4 males and 18 females)were treated with VisuMax,and 24(3 males and 21 females)were treated with WaveLight FS200]and LAL group[34 patients(4 males and 30 females)were treated with VisuMax,and 28 patients(6 males and 22 females)were treated with WaveLight FS200].In the LAL group,there was no significant difference in macular superficial capillary plexuses vessel density(SCP-VD)in the fovea and perifovea region,but compared with the VisuMax subgroup,SCP-VD in the parafoveal region(t=2.647,P=0.010)and the whole area(t=2.030,P=0.047)in WaveLight FS200 subgroup decreased at one day after the operation and increased to a preoperative level at 1-week and 1-month after operation.There was no significant difference between SCP-VD in the two SAL subgroups,neither of deep capillary plexuses vessel density(DCP-VD)and optic nerve head vessel density(ONH-VD)in the SAL and LAL groups.CONCLUSION:With the increase of AL and suction intensity,a transient decrease of SCP-VD in the macular region is observed at 1d postoperatively during FS-LASIK,and it increases to preoperative level at 1-week and 1-month postoperatively.However,the AL and suction intensity do not affect the macular DCP-VD and ONH-VD. 展开更多
关键词 optical coherence tomography angiography MYOPIA FS-LASIK axial length vessel density
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Retinal Vessel Segmentation based on Improved PCNN and Gray Wolf Optimization Algorithm
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作者 Xingfu Ou Miao Zhang Wenfeng Chen 《Journal of Electronic Research and Application》 2025年第3期318-331,共14页
Since the problems of branch loss and fracture in retinal blood vessel segmentation algorithms,an image segmentation method is proposed based on improved pulse coupled neural network(PCNN)and gray wolf optimization al... Since the problems of branch loss and fracture in retinal blood vessel segmentation algorithms,an image segmentation method is proposed based on improved pulse coupled neural network(PCNN)and gray wolf optimization algorithm(GWO).Simplifying the neuron input domain and neuron connection domain of the PCNN network,increasing the gradient information factor in the internal activity items,reducing the model parameters,enhancing the pulse issuing ability,and the optimal parameters of the network are automatically obtained based on multiple feature evaluation criteria and the GWO algorithm.The test in the public data set drive shows that the sensitivity,accuracy,precision,and specificity of the algorithm are 0.799549,0.962789,0.889163,and 0.986552,respectively.The accuracy and specificity are better than the classical segmentation algorithm.It solved the influence of low illumination,optic disc highlight,and foveal shadow on vascular segmentation,and showed excellent performance of vessel connectivity and terminal sensitivity. 展开更多
关键词 Retinal blood vessel Image segmentation PCNN GWO Parameter adaptation Multi-feature evaluation criteria
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Effect of tempering temperature on microstructure and mechanical properties of flange forgings for high-pressure hydrogen storage vessels
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作者 Xin-jun Sun Kang-feng Zhu +5 位作者 Hai-dong Jia Bo Zhang Ba Li Wan-bo Dou Xiao-kai Liang Cai-fu Yang 《Journal of Iron and Steel Research International》 2025年第9期2893-2906,共14页
The mechanical properties,microstructure and second phase precipitation behavior of flange forgings for high-pressure hydrogen storage vessels at different tempering temperatures(620–700℃)were studied.The results sh... The mechanical properties,microstructure and second phase precipitation behavior of flange forgings for high-pressure hydrogen storage vessels at different tempering temperatures(620–700℃)were studied.The results showed that when tempered at 620–680°C,the main microstructure of the test steel was tempered sorbite,and the main microstructure of tempered steel changed to martensite at 700℃.At 700℃,the dislocation density increased and some retained austenite existed.With the tempering temperature increasing,the yield strength showed a decreasing trend,the formation of fresh martensite made the tensile strength first decrease and then increase slightly,the impact energy at−40℃increased first and then decreased,and the impact energy at 660℃had the maximum value.The precipitates of MC type were mainly(Mo,V,Ti)C.The test steel had excellent strength and toughness matching at 660℃tempering,the tensile strength at different cross section locations was above 750 MPa,the impact energy was above 200 J at−40℃,and the relative percentage reduction of area(ZH2/ZN2)was above 75%at hydrogen environment of 6.3 MPa. 展开更多
关键词 FORGING Hydrogen storage pressure vessel Tempering temperature MICROSTRUCTURE Mechanical property
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Application of Bundle Nursing Strategy in the Maintenance of Difficult Blood Vessels for Long-term Hemodialysis Patients
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作者 Yelin Wang Liangmei Fei 《Journal of Clinical and Nursing Research》 2025年第5期297-303,共7页
Objective:To study the application effect of bundle nursing strategy in the maintenance of difficult blood vessels for long-term hemodialysis patients.Methods:A prospective study was conducted on 40 long-term hemodial... Objective:To study the application effect of bundle nursing strategy in the maintenance of difficult blood vessels for long-term hemodialysis patients.Methods:A prospective study was conducted on 40 long-term hemodialysis patients admitted from January 2024 to January 2025.The patients were randomly divided into a control group(20 cases)and an observation group(20 cases)using computer random sampling.The control group received routine nursing for difficult blood vessels,while the observation group received a bundle nursing strategy for difficult blood vessels.The self-care ability,complication rate,and nursing satisfaction were compared between the two groups.Results:After nursing,the self-care ability score of the observation group was higher than that of the control group(P<0.05).The complication rate in the observation group was lower than that in the control group(P<0.05).The nursing satisfaction in the observation group was higher than that in the control group(P<0.05).Conclusion:The application of the bundle nursing strategy in the maintenance of difficult blood vessels for long-term hemodialysis patients is beneficial for improving self-care ability,reducing complications,and increasing patient satisfaction with nursing services. 展开更多
关键词 Long-term hemodialysis Difficult blood vessels Routine nursing Bundle nursing strategy
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Global-Local Hybrid Modulation Network for Retinal Vessel and Coronary Angiograph Segmentation
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作者 Pengfei Cai Biyuan Li +2 位作者 Jinying Ma Xiao Tian Jun Yan 《Journal of Bionic Engineering》 2025年第4期2050-2074,共25页
The segmentation of retinal vessels and coronary angiographs is essential for diagnosing conditions such as glaucoma,diabetes,hypertension,and coronary artery disease.However,retinal vessels and coronary angiographs a... The segmentation of retinal vessels and coronary angiographs is essential for diagnosing conditions such as glaucoma,diabetes,hypertension,and coronary artery disease.However,retinal vessels and coronary angiographs are characterized by low contrast and complex structures,posing challenges for vessel segmentation.Moreover,CNN-based approaches are limited in capturing long-range pixel relationships due to their focus on local feature extraction,while ViT-based approaches struggle to capture fine local details,impacting tasks like vessel segmentation that require precise boundary detection.To address these issues,in this paper,we propose a Global–Local Hybrid Modulation Network(GLHM-Net),a dual-encoder architecture that combines the strengths of CNNs and ViTs for vessel segmentation.First,the Hybrid Non-Local Transformer Block(HNLTB)is proposed to efficiently consolidate long-range spatial dependencies into a compact feature representation,providing a global perspective while significantly reducing computational overhead.Second,the Collaborative Attention Fusion Block(CAFB)is proposed to more effectively integrate local and global vessel features at the same hierarchical level during the encoding phase.Finally,the proposed Feature Cross-Modulation Block(FCMB)better complements the local and global features in the decoding stage,effectively enhancing feature learning and minimizing information loss.The experiments conducted on the DRIVE,CHASEDB1,DCA1,and XCAD datasets,achieving AUC values of 0.9811,0.9864,0.9915,and 0.9919,F1 scores of 0.8288,0.8202,0.8040,and 0.8150,and IOU values of 0.7076,0.6952,0.6723,and 0.6878,respectively,demonstrate the strong performance of our proposed network for vessel segmentation. 展开更多
关键词 Non-local transformer Feature fusion Collaborative attention Retinal vessel segmentation Coronary angiograph segmentation
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Coastal Vessel Target Detection Model Based on Improved YOLOv7
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作者 Guiling Zhao Ziyao Xu 《哈尔滨工程大学学报(英文版)》 2025年第6期1252-1263,共12页
To address low detection accuracy in near-coastal vessel target detection under complex conditions,a novel near-coastal vessel detection model based on an improved YOLOv7 architecture is proposed in this paper.The att... To address low detection accuracy in near-coastal vessel target detection under complex conditions,a novel near-coastal vessel detection model based on an improved YOLOv7 architecture is proposed in this paper.The attention mechanism Coordinate Attention is used to improve channel attention weight and enhance a network’s ability to extract small target features.In the enhanced feature extraction network,the lightweight convolution algorithm Grouped Spatial Convolution is used to replace MPConv to reduce model calculation costs.EIoU Loss is used to replace the regression frame loss function in YOLOv7 to reduce the probability of missed and false detection.The performance of the improved model was verified using an enhanced dataset obtained through rainy and foggy weather simulation.Experiments were conducted on the datasets before and after the enhancement.The improved model achieved a mean average precision(mAP)of 97.45%on the original dataset,and the number of parameters was reduced by 2%.On the enhanced dataset,the mAP of the improved model reached 88.08%.Compared with seven target detection models,such as Faster R-CNN,YOLOv3,YOLOv4,YOLOv5,YOLOv7,YOLOv8-n,and YOLOv8-s,the improved model can effectively reduce the missed and false detection rates and improve target detection accuracy.The improved model not only accurately detects vessels in complex weather environments but also outperforms other methods on original and enhanced SeaShip datasets.This finding shows that the improved model can achieve near-coastal vessel target detection in multiple environments,laying the foundation for vessel path planning and automatic obstacle avoidance. 展开更多
关键词 vessel target detection YOLOv7 Attention mechanism Lightweight convolution Data enhancement
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In-situ research on tensile deformation and microvoid formation in a nuclear pressure vessel steel
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作者 Zhifeng Zhang Daming Tong +5 位作者 Xingyun Yang Xiaofang Wang Lizhan Han Guanghua Yan Chuanwei Li Jianfeng Gu 《International Journal of Minerals,Metallurgy and Materials》 2025年第8期1893-1901,共9页
Tensile deformation and microvoid formation of quenched and tempered SA508 Gr.3 steel were studied using an in-situ digital image correlation technique and in-situ electron backscatter diffraction(EBSD)measurements.Th... Tensile deformation and microvoid formation of quenched and tempered SA508 Gr.3 steel were studied using an in-situ digital image correlation technique and in-situ electron backscatter diffraction(EBSD)measurements.The quenched steel with a mixture of up-per bainite and granular bainite exhibited a high ultimate tensile strength(UTS)of~795 MPa and an elongation of~25%.After temper-ing,long-rod carbides and accumulated carbide particles were formed at the interface of bainite–ferrite subunits and prior austenite grain boundaries(PAGBs),respectively.The UTS of the tempered steel decreased to~607 MPa,whereas the total elongation increased to 33.0%with a local strain of 191.0%at the necked area.In-situ EBSD results showed that strain localization in the bainite–ferrite pro-duced lattice rotation and dislocation pileup,thus leading to stress concentration at the discontinuities(e.g.,martensite–austenite islands and carbides).Consequently,the decohesion of PAGBs dotted with martensite–austenite islands was the dominant microvoid initiation mechanism in the quenched steel,whereas microvoids primarily initiated through the fracturing of long-rod carbides and the decohesion of PAGBs with carbides aggregation in the tempered steel.The fracture surfaces for both the quenched and tempered specimens featured dimples,indicating the ductile failure mechanism caused by microvoid coalescence. 展开更多
关键词 nuclear pressure vessel steel microvoid mechanical properties tensile deformation microstructural evolution
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MSAC U-net:multiscale AC block convolutional neural networks for blood vessel segmentation in fundus images
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作者 Ge Deng Shi-Long Shi +2 位作者 Zhi-Yuan Guan Yong-Ling He Xue-Jun Qiu 《Biomedical Engineering Communications》 2025年第4期36-43,共8页
Background:Diabetic retinopathy(DR)is one of the primary causes of visual impairment globally,resulting from microvascular abnormalities in the retina.Accurate segmentation of retinal blood vessels from fundus images ... Background:Diabetic retinopathy(DR)is one of the primary causes of visual impairment globally,resulting from microvascular abnormalities in the retina.Accurate segmentation of retinal blood vessels from fundus images plays a pivotal role in the early diagnosis,progression monitoring,and treatment planning of DR and related ocular conditions.Traditional convolutional neural networks often struggle with capturing the intricate structures of thin vessels under varied illumination and contrast conditions.Methods:In this study,we propose an improved U-Net-based framework named MSAC U-Net,which enhances feature extraction and reconstruction through multiscale and attention-based modules.Specifically,the encoder replaces standard convolutions with a Multiscale Asymmetric Convolution(MSAC)block,incorporating parallel 1×n,n×1,and n×n kernels at different scales(3×3,5×5,7×7)to effectively capture fine-grained vascular structures.To further refine spatial representation,skip connections are utilized,and the decoder is augmented with dual activation strategies,Squeeze-and-Excitation blocks,and Convolutional Block Attention Modules for improved contextual understanding.Results:The model was evaluated on the publicly available DRIVE dataset.It achieved an accuracy of 96.48%,sensitivity of 88.31%,specificity of 97.90%,and an AUC of 98.59%,demonstrating superior performance compared to several state-of-the-art segmentation methods.Conclusion:The proposed MSAC U-Net provides a robust and accurate approach for retinal vessel segmentation,offering substantial clinical value in the early detection and management of diabetic retinopathy.Its design contributes to enhanced segmentation reliability and may serve as a foundation for broader applications in medical image analysis. 展开更多
关键词 diabetic retinopathy vessel segmentation U-net
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Phosphorus-caused embrittlement of SA508Gr.4N reactor pressure vessel steel and its suppression by rare-earth cerium
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作者 Yu Guo Kai Wang +1 位作者 Wen-shuai Liu Xiao-ping Zhu 《Journal of Iron and Steel Research International》 2025年第4期1034-1044,共11页
The effect of rare-earth cerium on impurity P-induced embrittlement for an advanced SA508Gr.4N reactor pressure vessels steel is investigated by virtue of microstructural characterization,Auger electron spectroscopy(A... The effect of rare-earth cerium on impurity P-induced embrittlement for an advanced SA508Gr.4N reactor pressure vessels steel is investigated by virtue of microstructural characterization,Auger electron spectroscopy(AES),and spin-polarized density functional theory(DFT)calculations.The ductile-to-brittle transition temperatures(DBTTs)are evaluated by Charpy impact testing,and grain boundary segregation(GBS)of P is quantified by AES.Trace addition of Ce can effectively reduce GBS level of P,thereby substantially decreasing the embrittlement induced by P.A linear correlation between DBTT(℃)and GBS level of P(Cp,at.%)is observed for both undoped and Ce-doped samples,being expressed as DBTT=13.13C_(p)-335.70(undoped)and DBTT=12.67C_(p)-350.78(Ce-doped).In the absence of GBS of P,the incorporation of Ce appears to play a pivotal role in augmenting the intrinsic toughness.These results imply that the impact of Ce on impurity P-induced embrittlement may be attributed to a combination of increasing the intrinsic toughness and lowering GBS of P.DFT calculations indicate that there is a negligible interaction between Ce and P in the ternary alloy,and thus GBS of P and Ce is mainly site-competitive. 展开更多
关键词 Reactor pressure vessel steel EMBRITTLEMENT Rare-earth Ce Auger electron spectroscopy Grain boundary segregation
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Effect of Yang-deficiency constitution on cognitive impairment in cerebral small vessel disease and its neuroimaging mechanism
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作者 LIU Xin YANG Shuning XU Yun 《Journal of Traditional Chinese Medicine》 2025年第5期1144-1151,共8页
OBJECTIVE:To explore the effect of Traditional Chinese Medicine(TCM)constitution on cognitive impairment(CI)in patients with cerebral small vessel disease(CSVD)and its underlying neuroimaging mechanism and to provide ... OBJECTIVE:To explore the effect of Traditional Chinese Medicine(TCM)constitution on cognitive impairment(CI)in patients with cerebral small vessel disease(CSVD)and its underlying neuroimaging mechanism and to provide countermeasures for health management of CSVD patients.METHODS:A total of 241 CSVD patients were recruited from the Department of Neurology.All subjects underwent head magnetic resonance imaging(MRI),Chinese Medicine Questionnaire(CCMQ)and cognitive function examination.The CSVD patients were divided according to the Montreal Cognitive Assessment(MoCA)score into a normal cognitive group(73 cases)and a CI group(168 cases).Logistic regression was used to analyse the risk constitution of CSVD-CI and to construct a risk prediction model.3DT1 MRI images and FreeSurfer 6.0 software(Athinoula A.Martinos,Boston,MA,USA)were used to further explore the involvement of hippocampal subregion volume in patients with at-risk constitution and its correlation with cognitive function.RESULTS:Logistic regression analysis showed that Yang-deficiency constitution(YADC)(P=0.020),older age(P=0.008)and hypertension(P=0.011)were risk factors for CSVD-CI but that balanced constitution(P=0.003)and education(P<0.001)were protective factors.A receiver operating characteristic curve(ROC)was drawn,and the area under the curve was 0.820.Further comparison of overall hippocampal and 12 hippocampal subregion volumes between YADC and non-YADC patients revealed decreased total volume of the left and right hippocampus,bilateral subiculum,presubiculum,molecular layer and right fimbria in the YADC group(P<0.05/13,13 is the number of hypothesis tests).Moreover,in the YADC group,the cognitive function of CSVD patients correlated positively with the overall volume of the left hippocampus(r=0.304,P<0.05)and the molecular layer volume of the left hippocampus(r=0.288,P<0.05).CONCLUSION:CSVD patients with YADC are more prone towards developing CI,and asymmetric atrophy of the hippocampus might be the underlying neuroimaging mechanism.In particular,the volume of the left whole hippocampus and the left hippocampal molecular layer correlated significantly with general cognitive function. 展开更多
关键词 cerebral small vessel disease cognitive dysfunction hippocampal subregion Yang deficiency Traditional Chinese Medicine constitution
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Correction:Phosphorus-caused embrittlement of SA508Gr.4N reactor pressure vessel steel and its suppression by rare-earth cerium
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作者 Yu Guo Kai Wang +1 位作者 Wen-shuai Liu Xiao-ping Zhu 《Journal of Iron and Steel Research International》 2025年第12期4530-4530,共1页
Correction to:J.Iron Steel Res.Int.https://doi.org/10.1007/s42243-025-01460-1 The publication of this article unfortunately contained mistakes.The revised and accepted dates were not correct.The corrected dates are gi... Correction to:J.Iron Steel Res.Int.https://doi.org/10.1007/s42243-025-01460-1 The publication of this article unfortunately contained mistakes.The revised and accepted dates were not correct.The corrected dates are given below. 展开更多
关键词 SUPPRESSION SA GR N corrected dates phosphorus embrittlement reactor pressure vessel steel rare earth cerium revised accepted dates
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CT-MFENet:Context Transformer and Multi-Scale Feature Extraction Network via Global-Local Features Fusion for Retinal Vessels Segmentation
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作者 SHAO Dangguo YANG Yuanbiao +1 位作者 MA Lei YI Sanli 《Journal of Shanghai Jiaotong university(Science)》 2025年第4期668-682,共15页
Segmentation of the retinal vessels in the fundus is crucial for diagnosing ocular diseases.Retinal vessel images often suffer from category imbalance and large scale variations.This ultimately results in incomplete v... Segmentation of the retinal vessels in the fundus is crucial for diagnosing ocular diseases.Retinal vessel images often suffer from category imbalance and large scale variations.This ultimately results in incomplete vessel segmentation and poor continuity.In this study,we propose CT-MFENet to address the aforementioned issues.First,the use of context transformer(CT)allows for the integration of contextual feature information,which helps establish the connection between pixels and solve the problem of incomplete vessel continuity.Second,multi-scale dense residual networks are used instead of traditional CNN to address the issue of inadequate local feature extraction when the model encounters vessels at multiple scales.In the decoding stage,we introduce a local-global fusion module.It enhances the localization of vascular information and reduces the semantic gap between high-and low-level features.To address the class imbalance in retinal images,we propose a hybrid loss function that enhances the segmentation ability of the model for topological structures.We conducted experiments on the publicly available DRIVE,CHASEDB1,STARE,and IOSTAR datasets.The experimental results show that our CT-MFENet performs better than most existing methods,including the baseline U-Net. 展开更多
关键词 retinal vessel segmentation context transformer(CT) multi-scale dense residual hybrid loss function global-local fusion
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Research on the Impact of Conception Vessel Dredging Therapy Based on the Theory of Shifting Essence and Changing Qi in Inner Canon of Huangdi on Physical and Mental Health
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作者 Yizhou Shen Fengrun Liu 《Journal of Clinical and Nursing Research》 2025年第5期152-158,共7页
This study,based on the theory of shifting essence and changing Qi in Inner Canon of Huangdi,deeply explores the theoretical basis,operation method of Conception Vessel Dredging Therapy and its influence on human heal... This study,based on the theory of shifting essence and changing Qi in Inner Canon of Huangdi,deeply explores the theoretical basis,operation method of Conception Vessel Dredging Therapy and its influence on human health.Through case analysis and the statistical analysis of medical records during the pandemic,it reveals the remarkable effects of this method in regulating the endocrine system,improving metabolism,and relieving physical and mental diseases.It provides a theoretical and practical basis for the application of traditional Chinese medicine anti-aging therapy in the modern health field,and helps to explore new ways to delay aging and improve physical and mental health. 展开更多
关键词 Shifting essence and changing Qi Conception vessel dredging therapy Inner canon of Huangdi Endocrine regulation Metabolic improvement Anti-aging Mental health
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Path Planning for Emergency Response and Rescue Vessels in Inland Rivers by Improved Artificial Potential Field Algorithms
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作者 Jingyu Yu Qingyu Shi +2 位作者 Wei Lin Jingfeng Wang Yuxue Pu 《哈尔滨工程大学学报(英文版)》 2025年第6期1291-1303,共13页
Frequent flood disasters caused by climate change may lead to tremendous economic and human losses along inland waterways.Emergency response and rescue vessels(ERRVs)play an essential role in minimizing losses and pro... Frequent flood disasters caused by climate change may lead to tremendous economic and human losses along inland waterways.Emergency response and rescue vessels(ERRVs)play an essential role in minimizing losses and protecting lives and property.However,the path planning of ERRVs has mainly depended on expert experiences instead of rational decision making.This paper proposes an improved artificial potential field(APF)algorithm to optimize the shortest path for ERRVs in the rescue process.To verify the feasibility of the proposed model,eight tests were carried out in two water areas of the Yangtze River.The results showed that the improved APF algorithm was efficient with fewer iterations and that the response time of path planning was reduced to around eight seconds.The improved APF algorithm performed better in the ERRV’s goal achievement,compared with the traditional algorithm.The path planning method for ERRVs proposed in this paper has theoretical and practical value in flood relief.It can be applied in the emergency management of ERRVs to accelerate flood management efficiency and improve capacity to prevent,mitigate,and relieve flood disasters. 展开更多
关键词 Emergency response and rescue vessels(ERRVs) Artificial potential field(APF)algorithm Path planning Emergency management Inland rivers
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