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Strengths,weaknesses,opportunities,and threats analysis of combination therapy for inflammatory bowel disease
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作者 Jia-Wang Yan Mei Nie +2 位作者 Hang Zhang Yan-Miao Liu Fu-Shan Tang 《World Journal of Gastroenterology》 2025年第9期176-182,共7页
Inflammatory bowel disease(IBD),encompassing Crohn’s disease and ulcerative colitis,manifests as a chronic,recurrent,and refractory intestinal inflammatory condition significantly impacting patients’quality of life.... Inflammatory bowel disease(IBD),encompassing Crohn’s disease and ulcerative colitis,manifests as a chronic,recurrent,and refractory intestinal inflammatory condition significantly impacting patients’quality of life.Despite ongoing research,its etiology and pathogenesis remain incompletely understood.Recent advancements in medical research highlight the critical role of drug combination therapies in managing IBD.This paper employs the strengths,weaknesses,opportunities,and threats framework to evaluate the four strategic elements(strengths,weaknesses,opportunities,and threats)pertaining to combination therapies for IBD.Among the strengths,the paper underscores the efficacy of multi-targeted strategies,the advancement of personalized medicine,and the mitigation of drug resistance.Nonetheless,the analysis identifies significant weaknesses,including the prohibitive cost of treatment,issues with patient compliance,and the necessity for comprehensive long-term safety data.The paper also delineates opportunities to augment therapeutic success through the incorporation of biomarkers,the application of artificial intelligence,and extensive international collaborative efforts.In contrast,the paper does not shy away from addressing the threats,which include the potential for therapeutic resistance and the logistical challenges inherent in global therapy deployment.These initiatives aim to refine future therapeutic practices,fostering safer,more effective,and personalized treatment paradigms for IBD patients. 展开更多
关键词 Inflammatory bowel disease Ulcerative colitis Crohn’s disease Combination therapy Strengths weaknesses opportunities threats analysis
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Weaknesses of Chomsky's Theory of Language
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作者 鲍志坤 《海外英语》 2013年第13期1-3,共3页
As seemingly persuasive as Chomsky's theory is, it is significantly flawed in four aspects: 1. ignoring a much fundamental creative force in early infancy; 2. equation of first-language learning with second-langua... As seemingly persuasive as Chomsky's theory is, it is significantly flawed in four aspects: 1. ignoring a much fundamental creative force in early infancy; 2. equation of first-language learning with second-language learning; 3. methodology; 4. employment of terms. 展开更多
关键词 weaknesses Chomsky’s THEORY of LANGUAGE
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Strengths, weaknesses, opportunities and threats (SWOT) analysis of reinitiation into methamphetamine abusers: qualitative findings from an exploration of methamphetamine abusers in Shanghai, China 被引量:10
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作者 Youwei Zhu Na Zhong +8 位作者 Hang Su Xiaolu Ruan Jiayi Bao Lei Zhang Jiang Du Ding Xu Rongjie Ding Ke Xiao Min Zhao 《General Psychiatry》 CSCD 2019年第3期137-145,共9页
Background Despite high relapse rate among methamphetamine (MA) abusers, there still have been little empirical data to date detecting the risk factors related to craving and relapse from the perspective of MA abusers... Background Despite high relapse rate among methamphetamine (MA) abusers, there still have been little empirical data to date detecting the risk factors related to craving and relapse from the perspective of MA abusers. Therefore, the aim of this study was to use qualitative research methods exploring the strengths, weaknesses, opportunities and threat factors that could facilitate or impede individuals' abstinence in a real-life context from the perspectives of MA abusers. Aim To use qualitative research methods exploring the strengths, weaknesses, opportunities and threat factors relating to individuals' abstinence in a real-life context. Method Semistructured interviews were conducted with 32 MA abusers recruited in Shanghai guided by open-ended questions on narrating the real-life catalysts and inhibitors related to craving, initiation, relapse and abstinence. All data were transcribed verbatim and analysed using a strengths, weaknesses, opportunities and threats (SWOT) analysis. Results The results of the SWOT analysis revealed that contextual factors including peer influence, prevalence and availability of MA, familiar venue of MA use, discrimination, sexual behaviours, alcohol, emotional states and their attitudes towards smoking MA were important factors that contribute to reinitiation and relapse. Surveillance systems, antidrug social workers, vocational skills trainings, moving to another city and family responsibility might serve as counter measures targeti叩 those mentioned weaknesses and threats above. Conclusion This SWOT analysis highlights the complex nature of relapse. Comprehensive interventions strengtheni叩 coping skills such as virtual reality techniques are desperately needed to facilitate individuals1 sustained abstinence. 展开更多
关键词 Strengths weaknesses OPPORTUNITIES
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The Strengths and Weaknesses of Mini-Class Model for Chinese College Students
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作者 Qu Ying 《Sino-US English Teaching》 2012年第7期1306-1311,共6页
When it comes to the practical use of English, the traditional college English class, which has big size and uses lecture-style teaching, has increasingly showed its disadvantages. The English Department of Harbin Eng... When it comes to the practical use of English, the traditional college English class, which has big size and uses lecture-style teaching, has increasingly showed its disadvantages. The English Department of Harbin Engineering University has initiated a mini-class model in recent years, which has received positive responses from both teachers and students who have experienced the class. By comparing the lecture-style class with mini-class, this paper will introduce the strengths and weaknesses of mini-class according to the author's observation of the class as well as the feedbacks from teachers and students. As is found out, its strengths far outweigh its weaknesses, and therefore the model is highly recommended for college English class in other schools 展开更多
关键词 strengths weaknesses mini-class model
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CHINA-U.S. COMPETITION ON KOREAN PENINSULA-ADVANTAGES AND WEAKNESSES
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作者 DONG XIANGRONG 《Contemporary World》 2017年第2期26-29,共4页
America is the only hegemonic power in the world today and is looking vigilantly at every other country that may take its hegemonic position.In Northeast Asia,America is focused on reinforcing its alliance with Japan ... America is the only hegemonic power in the world today and is looking vigilantly at every other country that may take its hegemonic position.In Northeast Asia,America is focused on reinforcing its alliance with Japan and South Korea and is working quickly to deploy the THAAD system in 展开更多
关键词 into with on of that IS COMPETITION ON KOREAN PENINSULA-ADVANTAGES AND weaknesses CHINA-U.S HAVE for THAN from
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Analysis of Strengths,Weaknesses,Opportunities,and Threats on the Development and Internationalization of China’s Vocational Education in the Context of“The Belt and Road Initiative”Strategy
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作者 Na Hu Hua Xie 《Journal of Contemporary Educational Research》 2019年第2期18-23,共6页
The belt and road initiative strategy is proposed based on the stable and sustainable cooperation on economy and development between China and neighboring countries.The development of economy can affect every aspect o... The belt and road initiative strategy is proposed based on the stable and sustainable cooperation on economy and development between China and neighboring countries.The development of economy can affect every aspect of vocational education development.Therefore,vocational education in China must be moved toward internationalization to achieve sustainable development in the face of the implementation of the belt and road initiative strategy.The analysis data obtained through the strengths,weaknesses,opportunities,and threats analysis method on the internationalization of China’s vocational education under the background of the belt and road initiative strategy were the advantages analysis(strengths)of continuous maturity in developing of vocational education,which drives by economic development and the foreign employment and entrepreneurship guidance mechanism;the disadvantages analysis(weaknesses)of lack talent cultivation and weak branding of vocational education;analysis of support opportunities given by national policy;and threats analysis of social culture in the involved countries along the route.To further develop and expand China’s vocational education under the background of the belt and road initiative strategy,some countermeasures were proposed such as improves cultivation or training of talents,to build strong branding of China vocational education,and faces cultural challenges to facilitate the international development of China vocational education. 展开更多
关键词 strengths weaknesses opportunities and threats ANALYSIS method the BELT and ROAD initiative vocational education INTERNATIONALIZATION
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Strengths,Weaknesses,Opportunities,and Threats Analysis and Countermeasures on the Cultivation of Preschool Teachers in Sichuan Province
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作者 Fei Liu Yingying Wang 《Journal of Contemporary Educational Research》 2019年第2期40-45,共6页
Training of preschool teachers in Sichuan Province brings advantages in increasing government support for the preschool education industry.The society attaches an important role to the preschool education industry as ... Training of preschool teachers in Sichuan Province brings advantages in increasing government support for the preschool education industry.The society attaches an important role to the preschool education industry as well as the rapid development of preschool education in Sichuan Province.However,problem exists in large flows of preschool teachers and imbalanced gender ratios.By viewing from the new situation,the comprehensive liberalization of the second-child policy and the development of educational informatization as well as the implementation of the one belt and one road strategy have created great opportunities in training of preschool teachers.At the same time,the increase in external impact of high-quality graduates in the east also poses a great threat to the development of preschool teachers in Sichuan Province.Through the strategic combination of strengths,weaknesses,opportunities,and threats analysis,the paper explores effective countermeasure ways to improve the quality of training of the preschool teachers in Sichuan Province and the construction of an excellent team of preschool teachers in Sichuan Province. 展开更多
关键词 early CHILDHOOD education strengths weaknesses opportunities and threats ANALYSIS TEACHER training
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Study on Human Weaknesses in Henry in The Red Badge of Courage
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作者 CHU Shi-qi 《Journal of Literature and Art Studies》 2022年第12期1257-1260,共4页
As one of Crane’s most representative works,The Red Badge of Courage has been paid much attention to and studied by scholars at home and abroad from different perspectives since its publication.As for me,I’d like to... As one of Crane’s most representative works,The Red Badge of Courage has been paid much attention to and studied by scholars at home and abroad from different perspectives since its publication.As for me,I’d like to study on human weaknesses in Henry in The Red Badge of Courage to give an analysis of the three main human weaknesses existing in Henry and explore the underlying causes.It will be of great benefit to promote our understanding of the novel from this angle,thus bringing us much practical significance. 展开更多
关键词 The Red Badge of Courage human weaknesses Henry
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An Analysis on the Strengths and Weaknesses of Edward Said's theory of Orientalism
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作者 乐冰洁 《海外英语》 2015年第10期173-175,共3页
In Orientalism,the author Edward W.Said stated that the Orient is negatively defined and serves to support the West'ssuperiority and strength.Citing a number of discourses and texts in the book,he broke the bounda... In Orientalism,the author Edward W.Said stated that the Orient is negatively defined and serves to support the West'ssuperiority and strength.Citing a number of discourses and texts in the book,he broke the boundary between knowledge and poli-tics,and further examined how the knowledge that the Western colonial powers shaped about the Orient assisted to make a de-praved picture of the colonies,to justify their colonial ambition and suppression.Nevertheless,although Said attempted to explainthe selection of the oriental area in his discussion,a vast area of the Far East,such as China and Japan is excluded.Furthermore,he regarded the Orient as a completely passive colony,and negated any resistance from the Orient. 展开更多
关键词 EDWARD SAID ORIENTALISM STRENGTH WEAKNESS postcolonial studies
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Overview of Strengths and Weaknesses of Native and Non-native English Speaking Teachers
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作者 刘洁 《海外英语》 2018年第19期266-268,共3页
More and more non-native English speaking teachers teach with native English speaking teachers in Chinese context or other non-English speaking countries. It is worthwhile to evaluate their strengths and constraints. ... More and more non-native English speaking teachers teach with native English speaking teachers in Chinese context or other non-English speaking countries. It is worthwhile to evaluate their strengths and constraints. The current paper discusses their differences in term of linguistic teaching characteristics, social culture teaching characteristics and pedagogical teaching characteristics. It concludes that two groups of teachers can be successful language teachers with the equal chances on their own terms and can make up for their constraints by applying certain patterns of collaboration. 展开更多
关键词 NESTS NNESTs teaching characteristics strength WEAKNESS
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Weak Co-AB-context for G_(C)-χ-injective Modules
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作者 YANG Qiang 《数学进展》 北大核心 2026年第1期103-119,共17页
In this paper,we introduce the notion of G_(C)-X-injective modules,where X denotes a class of left S-modules and C represents a faithfully semidualizing bimodule.Under the condition that X satisfies certain hypotheses... In this paper,we introduce the notion of G_(C)-X-injective modules,where X denotes a class of left S-modules and C represents a faithfully semidualizing bimodule.Under the condition that X satisfies certain hypotheses,some properties and some equivalent characterizations of G_(C)-X-injective modules are investigated,and we also show that the triple(■,cores■,■)is a weak co-AB-context.As an application,two complete cotorsion pairs and a new model structure in Mod S are given. 展开更多
关键词 C-X-injective module G_(C)-X-injective module cotorsion pair weak co-ABcontext
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McKean-Vlasov Backward Stochastic Differential Equations with Weak Monotonicity Coefficients
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作者 FU Zongkui FEI Dandan GUO Shanshan 《应用数学》 北大核心 2026年第1期98-107,共10页
This paper deals with Mckean-Vlasov backward stochastic differential equations with weak monotonicity coefficients.We first establish the existence and uniqueness of solutions to Mckean-Vlasov backward stochastic diff... This paper deals with Mckean-Vlasov backward stochastic differential equations with weak monotonicity coefficients.We first establish the existence and uniqueness of solutions to Mckean-Vlasov backward stochastic differential equations.Then we obtain a comparison theorem in one-dimensional situation. 展开更多
关键词 McKean-Vlasov backward stochastic differential equation Weak monotonicity condition Comparison theorem
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Rigorous verification of quantum contextuality from anomalous weak value
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作者 Wei-Qian Zhao Si-Nan Pang +3 位作者 Zi-Fu Su Tian-Ming Zhao Jin-Dong Wang Ya-Fei Yu 《Chinese Physics B》 2026年第2期306-313,共8页
Weak measurement offers a powerful framework for probing nonclassical features of quantum mechanics,with anomalous weak values serving as operational signatures of contextuality.While the anomalous weak value verifica... Weak measurement offers a powerful framework for probing nonclassical features of quantum mechanics,with anomalous weak values serving as operational signatures of contextuality.While the anomalous weak value verification of quantum contextuality has been predominantly investigated in the single-photon regime and analyzed under approximation condition of infinitesimally small perturbation strength.This study releases the approximation condition and takes into account the impact of perturbation strength on the rigor of the verification.And the investigation on the verification of contextuality is extended to the multi-photon scenarios for observing the influence of the correlation between photons on the verification.Without the limitation of infinitesimally small probability of disturbance,anomalous weak values are identified as necessary for contextuality to emerge,thereby refining the criterion proposed by Pusey[Phys.Rev.Lett.113200401(2014)].In the multi-photon scenarios,the emergence of contextuality also depends strongly on both the photon number and the photon-number distribution state.In particular,contextuality is found to be maximized when the single-photon component dominates and the second-order correlation is lower.These results highlight the critical role of photon statistics in experimental tests of contextuality via anomalous weak values. 展开更多
关键词 quantum measurement CONTEXTUALITY weak measurement weak values
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The Application of Frailty Prediction Model for Middle-aged and Elderly Patients with Upper Gastrointestinal Bleeding in Peri-inpatient Nursing Intervention
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作者 Chaoxiang You Xiaoqin Ren +4 位作者 Fen Wu Ying Yang Jianrong Wang Cuixia Zhao Yuting He 《Journal of Clinical and Nursing Research》 2026年第1期161-166,共6页
Objective:To investigate the impact of targeted nursing interventions based on frailty prediction models on peri-hospitalization clinical outcomes in middle-aged and elderly patients with upper gastrointestinal bleedi... Objective:To investigate the impact of targeted nursing interventions based on frailty prediction models on peri-hospitalization clinical outcomes in middle-aged and elderly patients with upper gastrointestinal bleeding(UGIB).Methods:A prospective cohort study was conducted,and 126 middle-aged and elderly patients with UGIB admitted from August 2024 to August 2025 were selected as the study subjects.The patients were divided into the intervention group(63 cases)and the control group(63 cases)based on whether they received nursing intervention based on frailty prediction models.The control group received routine care,while the intervention group,on the basis of routine care,used the FRAIL scale combined with laboratory indicators(albumin,hemoglobin,etc.)to establish a predictive model to evaluate patients within 24 hours of admission,and implemented multi-dimensional targeted nursing intervention for pre-frailty or frailty patients screened out.The incidence of frailty,rebleeding rate,average length of stay,hospitalization cost,and nursing satisfaction during hospitalization were compared between the two groups.Results:The incidence of frailty during hospitalization in the intervention group was 11.1%(7 cases/63 cases),significantly lower than 31.7%(20 cases/63 cases)in the control group,and the difference was statistically significant(p<0.05).The rebleeding rate of 4.8%vs 12.7%,the average length of stay of(7.2±1.5)days vs(9.1±2.2)days,and the average hospitalization cost of(23,000±6,000)yuan vs(28,000±7,000)yuan in the intervention group were all lower than those in the control group(all p<0.05).The nursing satisfaction score of the intervention group(93.5±4.2)points was higher than that of the control group(86.3±5.8)points(p<0.05).Conclusion:The frailty prediction model applied to the peri-hospitalization care of middle-aged and elderly patients with UGIB can effectively identify frailty risk.Through early targeted intervention,the incidence of frailty and rebleeding rate can be reduced,the length of hospital stay can be shortened,medical expenses can be reduced,and nursing satisfaction can be improved,which has clinical promotion value. 展开更多
关键词 Upper gastrointestinal bleeding WEAKNESS Predictive models Elderly care Perioperative period
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Context Patch Fusion with Class Token Enhancement for Weakly Supervised Semantic Segmentation
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作者 Yiyang Fu Hui Li Wangyu Wu 《Computer Modeling in Engineering & Sciences》 2026年第1期1130-1150,共21页
Weakly Supervised Semantic Segmentation(WSSS),which relies only on image-level labels,has attracted significant attention for its cost-effectiveness and scalability.Existing methods mainly enhance inter-class distinct... Weakly Supervised Semantic Segmentation(WSSS),which relies only on image-level labels,has attracted significant attention for its cost-effectiveness and scalability.Existing methods mainly enhance inter-class distinctions and employ data augmentation to mitigate semantic ambiguity and reduce spurious activations.However,they often neglect the complex contextual dependencies among image patches,resulting in incomplete local representations and limited segmentation accuracy.To address these issues,we propose the Context Patch Fusion with Class Token Enhancement(CPF-CTE)framework,which exploits contextual relations among patches to enrich feature repre-sentations and improve segmentation.At its core,the Contextual-Fusion Bidirectional Long Short-Term Memory(CF-BiLSTM)module captures spatial dependencies between patches and enables bidirectional information flow,yield-ing a more comprehensive understanding of spatial correlations.This strengthens feature learning and segmentation robustness.Moreover,we introduce learnable class tokens that dynamically encode and refine class-specific semantics,enhancing discriminative capability.By effectively integrating spatial and semantic cues,CPF-CTE produces richer and more accurate representations of image content.Extensive experiments on PASCAL VOC 2012 and MS COCO 2014 validate that CPF-CTE consistently surpasses prior WSSS methods. 展开更多
关键词 Weakly supervised semantic segmentation context-fusion class enhancement
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Adjuvant-metal-ion-chelating PTEN mRNA with cell-membrane-coating augments the immune sensitivity for precise cancer immunotherapy
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作者 Mengyu Guo Jin-Cheng Guo +15 位作者 Haodong Yao Fen Gao Lin Zhao Lu Cai Xuan Fan Lin Bao Xin Li Xiaoyu Zhang Mingdi Hu Jie Mei Yue Huang Longwei Wang Jiahui Mao Hui Wang Jing Liu Chunying Chen 《Science Bulletin》 2026年第3期609-622,共14页
Phosphatase and tensin homolog deleted on chromosome 10(PTEN)messenger RNA(mRNA)delivery has fueled a great hope for tumor immunotherapy via augmenting the immune sensitivity in many human cancers.However,therapeutic ... Phosphatase and tensin homolog deleted on chromosome 10(PTEN)messenger RNA(mRNA)delivery has fueled a great hope for tumor immunotherapy via augmenting the immune sensitivity in many human cancers.However,therapeutic efficacy and clinical translation are limited by inadequate mRNA expression,insufficient immune stimulation and stringent storage requirements.Herein,inspired by the intrinsic properties of metal ions and exosomes,we developed a biomimetic delivery system(Mn-NP@PM)with superior stability for precise colorectal cancer immunotherapy.This platform employs adjuvant-metal-ion chelation for PTEN mRNA loading and PD-L1 antibodies(αPD-L1)-modified monocyte-macrophage membrane coating for mRNA protection and tumor targeting.Mn^(2+) was specifically selected due to its capacity for reversible mRNA binding through weak non-electrostatic interactions,facilitating efficient release,while simultaneously activating the stimulator of interferon genes(STING)pathway.Importantly,Mn-NP@PM exhibited membrane fusion for immediate cytosolic mRNA delivery,bypassing endo-lysosomal escape,optimizing transportation efficiency.Clinical-data-driven analyses further demonstrated that Mn-NP@PM-mediated PTEN restoration significantly increased T-cell infiltration and strengthened antitumor immunity in humanized patient derived xenograft(PDX)models.Collectively,this biomimetic,metal-ion-chelating,membrane-coated mRNA delivery system represents a versatile and clinically translatable strategy for personalized cancer immunotherapy. 展开更多
关键词 mRNA delivery Metal ions Weak interaction Precise cancer immunotherapy
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Pseudo-spectrum based track-before-detect for bistatic radar network
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作者 HAN Tao ZHOU Gongjian 《Journal of Systems Engineering and Electronics》 2026年第1期127-136,共10页
This paper addresses weak target detection problem for bistatic radar via a pseudo-spectrum(PS)based track-before-detect(TBD).Generally,PS-TBD estimates target position and velocity by means of pseudo-spectrum constru... This paper addresses weak target detection problem for bistatic radar via a pseudo-spectrum(PS)based track-before-detect(TBD).Generally,PS-TBD estimates target position and velocity by means of pseudo-spectrum construction in the discrete measurement space and accurate energy accumulation in mixed coordinates.However,the grids within the polar sensing region of the receivers in the bistatic radar are not aligned.Traditional PS-TBD can not directly process these measurements.In this paper,a PS-TBD method for bistatic radar is proposed to overcome this problem.Each cell in the measurement space of the receivers is mapped to the aligned Cartesian coordinates and predicted to the integration frame according to the assumed filter velocity.A PS is formulated centered on the predicted Cartesian position.Then the samples of the pseudo-spectra are accumulated to the nearest cell around the predicted Cartesian position.The procedure of the energy integration is derived in detail.Simulation results validate the efficacy of the proposed method in terms of detection accuracy and parameter estimation. 展开更多
关键词 bistatic radar track-before-detect(TBD) weak target detection pseudo-spectrum(PS)
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A highly robust bionic polarization orientation method for night applications
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作者 Xiaojie LIU Jun LIU +5 位作者 Pengwei HU Xin LIU Huiliang CAO Chenguang WANG Chong SHEN Jun TANG 《Chinese Journal of Aeronautics》 2026年第1期425-435,共11页
Autonomous navigation is a key technology for unmanned motion platforms to perform their tasks smoothly.The current approaches for daytime polarization navigation have been extensively researched.However,the polarizat... Autonomous navigation is a key technology for unmanned motion platforms to perform their tasks smoothly.The current approaches for daytime polarization navigation have been extensively researched.However,the polarization light intensity is the fundamental information within the polarization image,and the light intensity at night is 6-8 orders of magnitude lower than that during the day,which increase the noise and the loss of local polarization information due to occlusion,resulting in a significant decrease in the polarization orientation accuracy.Aimed at the problem,a bio-inspired model is introduced to denoise and enhance weak nighttime polarization patterns.Further,to address the issue of outlier interference in the occluded environment during practical application,a fast-fitting method of the solar meridian based on the anti-symmetric distribution of the polarization angle adjusted by Proportional and Differential(PD)control is proposed.The experimental results show that the method proposed in this paper achieves a dynamic orientation error Root Mean Square Error(RMSE)of 0.7°in the weak polarization mode at night and in the presence of local occlusion.The proposed method has strong robustness under weak polarization occlusion at night,and the orientation accuracy is improved by 97%and 80%in comparison to the least squares method,which provides a new method for polarization navigation at night.This effectively improves the robustness and environmental applicability of the bionic polarization compass for nighttime applications. 展开更多
关键词 Autonomous navigation Occlusion environment Polarized light compass Spatiotemporal summation enhancement Unmanned motion platforms Weak polarization
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The application of multi-combinatorial approach in sensitivity improvement of lipid photoacoustic imaging
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作者 Yi Tan Dongjian Wu +4 位作者 Xiatian Wang Chengbo Liu Mingjian Sun Xiaojing Gong Zhihua Xie 《Journal of Innovative Optical Health Sciences》 2026年第1期96-109,共14页
The photoacoustic imaging of lipid is intrinsically constrained by the feeble nature of endogenous lipid signals,posing a persistent sensitivity challenge that demands innovative solutions.Although adopting high-effic... The photoacoustic imaging of lipid is intrinsically constrained by the feeble nature of endogenous lipid signals,posing a persistent sensitivity challenge that demands innovative solutions.Although adopting high-efficiency excitation and detection elements may improve the imaging sensitivity to a certain extent,the application of the elements is inevitably subject to various limitations in practical applications,particularly during in vivo imaging and endoscopic imaging.In this study,we propose a multi-combinatorial approach to enhance the sensitivity of lipid photoacoustic imaging.The approach involves wavelet transform processing of one-dimensional A-line signals,gradient-based denoising of two-dimensional B-scan images,and finally,threedimensional spatial weighted averaging of the data processed by the previous two steps.This method not only significantly improves the signal-to-noise ratio(SNR)in distinguished feature regions of the image by around 10 dB,but also efficiently extracts weak signals with no distinct features in the original image.After processing with this method,the images acquired under single scanning were compared with those obtained under multiple scanning.The results showed highly consistent image features,with the structural similarity index increasing from 0.2 to 0.8,confirming the accuracy and reliability of the multi-combinatorial approach. 展开更多
关键词 Multi-combinatorial approach extraction of weak signals imaging sensitivity photoacoustic lipid imaging
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