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Using interacting multiple model particle filter to track airborne targets hidden in blind Doppler 被引量:16
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作者 DU Shi-chuan SHI Zhi-guo +1 位作者 ZANG Wei CHEN Kang-sheng 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2007年第8期1277-1282,共6页
In airborne tracking,the blind Doppler makes the target undetectable,resulting in tracking difficulties. In this paper,we studied most possible blind-Doppler cases and summed them up into two types:targets' intent... In airborne tracking,the blind Doppler makes the target undetectable,resulting in tracking difficulties. In this paper,we studied most possible blind-Doppler cases and summed them up into two types:targets' intentional tangential flying to radar and unintentional flying with large tangential speed. We proposed an interacting multiple model(IMM) particle filter which combines a constant velocity model and an acceleration model to handle maneuvering motions. We compared the IMM particle filter with a previous particle filter solution. Simulation results showed that the IMM particle filter outperforms the method in previous works in terms of tracking accuracy and continuity. 展开更多
关键词 Interacting multiple model Particle filter blind Doppler
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Rapid assessment of avoidable blindness in Yueqing,an economically developed area in eastern China
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作者 Chun-Jie Lu Wei-He Zhou +5 位作者 Yuan-Bo Liang Yi-Ze Chen Di Song Yi-Hua Tang Juan Gu Jia Qu 《International Journal of Ophthalmology(English edition)》 2025年第3期510-517,共8页
AIM:To evaluate the prevalence and the causes of blindness,severe visual impairment(SVI),and visual impairment(VI)and to investigate the frequency of cataract surgery in people aged≥50y in Yueqing,Zhejiang Province,C... AIM:To evaluate the prevalence and the causes of blindness,severe visual impairment(SVI),and visual impairment(VI)and to investigate the frequency of cataract surgery in people aged≥50y in Yueqing,Zhejiang Province,China.METHODS:A population-based,cross-sectional study was performed using the Rapid Assessment of Avoidable Blindness technique.Eight-seven clusters,each consisting of 50 people aged≥50y,were selected by probabilityproportionate-to-size sampling.Three outreach teams conducted door-to-door visits.Visual acuity(VA)was measured using a tumbling E chart.Lens status and causes of VI were assessed by ophthalmologists for individuals with a VA of<6/12 in either eye.A standardized questionnaire was used to collect information about cataract surgeries.RESULTS:Of 4350 eligible individuals,4120 were examined with a 94.7%response rate.Age-and genderadjusted prevalence of blindness,SVI,and VI were 0.5%(95%CI,0.3%–0.7%),0.7%(95%CI,0.4%–1.0%),and 4.8%(95%CI,4.2%–5.5%),respectively.Age was associated with an increased prevalence of VI,and the most common cause of VI was untreated cataracts,with the main barriers to cataract surgery being a lack of knowledge or awareness about cataracts.Of the 415 eyes operated on for cataracts,68(16.4%)eyes had a poor outcomes(VA<6/60)and 303(73.0%)had a good outcomes(VA>6/18).CONCLUSION:Prevalence rates of blindness,SVI,and VI in Yueqing are lower than other reported Chinese population-based studies.Cataracts remain the most common cause of blindness and VI. 展开更多
关键词 visual impairment cataract surgery rapid assessment of avoidable blindness prevalence of blindness
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An Efficient Anti-Quantum Blind Signature with Forward Security for Blockchain-Enabled Internet of Medical Things
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作者 Gang Xu Xinyu Fan +4 位作者 Xiu-Bo Chen Xin Liu Zongpeng Li Yanhui Mao Kejia Zhang 《Computers, Materials & Continua》 2025年第2期2293-2309,共17页
Blockchain-enabled Internet of Medical Things (BIoMT) has attracted significant attention from academia and healthcare organizations. However, the large amount of medical data involved in BIoMT has also raised concern... Blockchain-enabled Internet of Medical Things (BIoMT) has attracted significant attention from academia and healthcare organizations. However, the large amount of medical data involved in BIoMT has also raised concerns about data security and personal privacy protection. To alleviate these concerns, blind signature technology has emerged as an effective method to solve blindness and unforgeability. Unfortunately, most existing blind signature schemes suffer from the security risk of key leakage. In addition, traditional blind signature schemes are also vulnerable to quantum computing attacks. Therefore, it remains a crucial and ongoing challenge to explore the construction of key-secure, quantum-resistant blind signatures. In this paper, we introduce lattice-based forward-secure blind signature (LFSBS), a lattice-based forward-secure blind signature scheme for medical privacy preservation in BIoMT. LFSBS achieves forward security by constructing a key evolution mechanism using a binary tree structure. This mechanism ensures that even if future encryption keys are leaked, past data can still remain secure. Meanwhile, LFSBS realizes post-quantum security based on the hardness assumption of small integer solution (SIS), making it resistant to potential quantum computing attacks. In addition, we formally define and prove the security of LFSBS in a random oracle model, including blindness and forward-secure unforgeability. Comprehensive performance evaluation shows that LFSBS performs well in terms of computational overhead, with a reduction of 22%–73% compared to previous schemes. 展开更多
关键词 Internet of Things blockchain forward-secure blind signature
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Hydrothermal Control by Deep Hidden Faults on Geothermal Systems in Sedimentary Basins:A Case Study of the Cangdong Fault in the North China Basin
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作者 YIN Xiaoxiao LIN Jianwang +5 位作者 LI Hu LI Huanqing DONG Lufei YAN Jiaxian ZHANG Sen LI Zheng 《Acta Geologica Sinica(English Edition)》 2025年第1期243-257,共15页
Large basins are currently the global focus for geothermal development,with their hydrothermal system being controlled by a variety of factors,such as basement relief and fracture development.Donglihu is located at th... Large basins are currently the global focus for geothermal development,with their hydrothermal system being controlled by a variety of factors,such as basement relief and fracture development.Donglihu is located at the north of the Cangxian uplift in the North China Basin,the concentrated geothermal resource development zone in North China.This study systematically collects temperature logging data and long-term dynamic monitoring of water level and water quality as well as group well tracer test data carried out in this area in recent years,on the basis of which the hydrothermal controlling role of the deep hidden faults is systematically analyzed.The results show that the Cangdong fault communicates with different geothermal reservoirs in the shallow part and plays a specific role in the water-heat channel of the local area.As a result,the high-value area of the geothermal temperature gradient in the sedimentary layer of the Donglihu area is distributed around the Cangdong fault.The geothermal reservoir temperature of the Minghuazhen Formation within the influence of the fault is also significantly higher than the regional average,the hydraulic head of different geothermal reservoirs showing a consistent and synergistic trend.However,the water quality has been stable for many years without any apparent changes.This understanding has a particular significance for further deepening understanding of the geothermal genesis mechanism in sedimentary basins and guiding future geothermal exploration and development in the Donglihu area. 展开更多
关键词 sedimentary basin geothermal system hidden fault hydrothermal channel Cangdong fault
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DRL-IQA:Deep Reinforcement Learning for Opinion-Unaware Blind Image Quality Assessment
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作者 Ying Zefeng Pan Da Shi Ping 《China Communications》 2025年第6期237-254,共18页
Most blind image quality assessment(BIQA)methods require a large amount of time to collect human opinion scores as training labels,which limits their usability in practice.Thus,we present an opinion-unaware BIQA metho... Most blind image quality assessment(BIQA)methods require a large amount of time to collect human opinion scores as training labels,which limits their usability in practice.Thus,we present an opinion-unaware BIQA method based on deep reinforcement learning which is trained without subjective scores,named DRL-IQA.Inspired by the human visual perception process,our model is formulated as a quality reinforced agent,which consists of the dynamic distortion generation part and the quality perception part.By considering the image distortion degradation process as a sequential decision-making process,the dynamic distortion generation part can develop a strategy to add as many different distortions as possible to an image,which enriches the distortion space to alleviate overfitting.A reward function calculated from quality degradation after adding distortion is utilized to continuously optimize the strategy.Furthermore,the quality perception part can extract rich quality features from the quality degradation process without using subjective scores,and accurately predict the state values that represent the image quality.Experimental results reveal that our method achieves competitive quality prediction performance compared to other state-of-the-art BIQA methods. 展开更多
关键词 blind image quality assessment deep reinforcement learning opinion-unaware
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Rise of China’s Manufacturing Hidden Champions:A Resource Allocation Perspective--An Explorative Case Study of Hailiya Group
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作者 Shan Yu Chen Jinlong 《China Economist》 2025年第1期78-100,共23页
Hidden champions play a critical role in China’s efforts to overcome technological and industrial“chokepoints”.These enterprises are pivotal for breaking free from Western technological embargoes,avoiding entrapmen... Hidden champions play a critical role in China’s efforts to overcome technological and industrial“chokepoints”.These enterprises are pivotal for breaking free from Western technological embargoes,avoiding entrapment in low-value-added production,and driving industrial upgrading.Given the distinct market environment in which China’s hidden champions have emerged,it is both timely and practically significant to examine their growth trajectories and underlying mechanisms.This study adopts a resource allocation perspective to investigate the development path of Chinese manufacturing enterprises into hidden champions,using a vertical case study of Hailiya Group.The findings reveal that such enterprises achieve hidden champion status by vertically concentrating on niche markets while harnessing technological potential and horizontally diversifying their technology application scenarios.Their growth follows a“T-shaped”strategy,combining vertical specialization in a focused market with horizontal expansion into new applications.Four critical mechanisms underpin the rise of manufacturing hidden champions:market niche positioning,innovation-driven focus,application scenario expansion,and ecosystem development.Specifically,these enterprises strategically target niche markets,establish a technology-oriented competitive edge,broaden technology applications to unlock new profit opportunities,and develop collaborative ecosystems to share resources and drive industrial advancement.This paper not only extends the interpretive boundaries of resource allocation theory but also offers fresh insights into the emergence of Chinese manufacturing enterprises as hidden champions,enriching our understanding of their unique growth dynamics. 展开更多
关键词 hidden champions resource allocation innovation assets customer assets growth mechanism
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DH-LDA:A Deeply Hidden Load Data Attack on Electricity Market of Smart Grid
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作者 Yunhao Yu Meiling Dizha +6 位作者 Boda Zhang Ruibin Wen FuhuaLuo Xiang Guo Junjie Song Bingdong Wang Zhenyong Zhang 《Computers, Materials & Continua》 2025年第11期3861-3877,共17页
The load profile is a key characteristic of the power grid and lies at the basis for the power flow control and generation scheduling.However,due to the wide adoption of internet-of-things(IoT)-based metering infrastr... The load profile is a key characteristic of the power grid and lies at the basis for the power flow control and generation scheduling.However,due to the wide adoption of internet-of-things(IoT)-based metering infrastructure,the cyber vulnerability of load meters has attracted the adversary’s great attention.In this paper,we investigate the vulnerability of manipulating the nodal prices by injecting false load data into the meter measurements.By taking advantage of the changing properties of real-world load profile,we propose a deeply hidden load data attack(i.e.,DH-LDA)that can evade bad data detection,clustering-based detection,and price anomaly detection.The main contributions of this work are as follows:(i)We design a stealthy attack framework that exploits historical load patterns to generate load data with minimal statistical deviation from normalmeasurements,thereby maximizing concealment;(ii)We identify the optimal time window for data injection to ensure that the altered nodal prices follow natural fluctuations,enhancing the undetectability of the attack in real-time market operations;(iii)We develop a resilience evaluation metric and formulate an optimization-based approach to quantify the electricity market’s robustness against DH-LDAs.Our experiments show that the adversary can gain profits from the electricity market while remaining undetected. 展开更多
关键词 Smart grid security load redistribution data electricity market deeply hidden attack
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TRE-DSP:A traceable and revocable CP-ABE based data sharing scheme for IoV with partially hidden policy
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作者 Yousheng Zhou Rundong Peng +2 位作者 Yuanni Liu Pandi Vijayakumar Brij Gupta 《Digital Communications and Networks》 2025年第2期455-464,共10页
With the popularity of the Internet of Vehicles(IoV),a large amount of data is being generated every day.How to securely share data between the IoV operator and various value-added service providers becomes one of the... With the popularity of the Internet of Vehicles(IoV),a large amount of data is being generated every day.How to securely share data between the IoV operator and various value-added service providers becomes one of the critical issues.Due to its flexible and efficient fine-grained access control feature,Ciphertext-Policy Attribute-Based Encryption(CP-ABE)is suitable for data sharing in IoV.However,there are many flaws in most existing CP-ABE schemes,such as attribute privacy leakage and key misuse.This paper proposes a Traceable and Revocable CP-ABE-based Data Sharing with Partially hidden policy for IoV(TRE-DSP).A partially hidden access structure is adopted to hide sensitive user attribute values,and attribute categories are sent along with the ciphertext to effectively avoid privacy exposure.In addition,key tracking and malicious user revocation are introduced with broadcast encryption to prevent key misuse.Since the main computation task is outsourced to the cloud,the burden of the user side is relatively low.Analysis of security and performance demonstrates that TRE-DSP is more secure and practical for data sharing in IoV. 展开更多
关键词 PRIVACY-PRESERVING Attribute-based encryption Partially hidden policy Traceability User revocation Internet of vehicles
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Characterization of high-performance AlGaN-based solar-blind UV photodetectors
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作者 FU Yuting LIU Bing +2 位作者 ZHAN Jie ZHENG Fu SUN Zhaolan 《Optoelectronics Letters》 2025年第7期402-406,共5页
This study begins with the fabrication and simulation of high-performance back-illuminated AlGaN-based solar-blind ultraviolet(UV)photodetectors.Based on the photodetectors,a low-noise,high-gain UV detection system ci... This study begins with the fabrication and simulation of high-performance back-illuminated AlGaN-based solar-blind ultraviolet(UV)photodetectors.Based on the photodetectors,a low-noise,high-gain UV detection system circuit is designed and fabricated,enabling the detection,acquisition,and calibration of weak solar-blind UV signals.Experimental results demonstrate that under zero bias conditions,with a UV light power density of 3.45μW/cm^(2) at 260 nm,the sample achieves a peak responsivity(R)of 0.085 A·W^(−1),an external quantum efficiency(EQE)of 40.7%,and a detectivity(D^(*))of 7.46×10^(12) cm·Hz^(1/2)·W^(−1).The system exhibits a bandpass characteristic within the 240–280 nm wavelength range,coupled with a high signal-to-noise ratio(SNR)of 39.74 dB. 展开更多
关键词 high performance PHOTODETECTORS UV low noise solar blind ultraviolet high gain algan based
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Jamming suppression by blind source separation:from a perspective of spatial band-pass filters
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作者 LIU Quanhua SUI Xinran +2 位作者 CHEN Xinliang LIANG Zhennan ZHU Rui 《Journal of Systems Engineering and Electronics》 2025年第5期1169-1176,共8页
Jamming suppression is traditionally achieved through the use of spatial filters based on array signal processing theory.In order to achieve better jamming suppression performance,many studies have applied blind sourc... Jamming suppression is traditionally achieved through the use of spatial filters based on array signal processing theory.In order to achieve better jamming suppression performance,many studies have applied blind source separation(BSS)to jamming suppression.BSS can achieve the separation and extraction of the individual source signals from the mixed signal received by the array.This paper proposes a perspective to recognize BSS as spatial band-pass filters(SBPFs)for jamming suppression applications.The theoretical derivation indicates that the processing of mixed signals by BSS can be perceived as the application of a set of SBPFs that gate the source signals at various angles.Simulations are performed using radar jamming suppression as an example.The simulation results suggest that BSS and SBPFs produce approximately the same effects.Simulation results are consistent with theoretical derivation results. 展开更多
关键词 blind source separation(BSS) jamming suppression spatial filtering
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Global pattern, trend, and cross-country inequality of blindness and vision impairment: an analysis of the Global Burden of Disease Study 2021
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作者 Xiao Guo Zhifei Chen +7 位作者 Kun Xiong Jingwei Yao Zixuan Huang Xia Gong Jiaqi Huang Wenyong Huang Tian Liu Wenmin Huang 《Eye Science》 2025年第3期211-221,共11页
Background:Blindness and vision impairment(BVI)continue to pose significant global public health challenges,disproportionately impacting vulnerable populations and further widening socioeconomic disparities.This study... Background:Blindness and vision impairment(BVI)continue to pose significant global public health challenges,disproportionately impacting vulnerable populations and further widening socioeconomic disparities.This study conducts a comprehensive evaluation of the global burden of BVI and the socioeconomic inequalities in its distribution from 1990 to 2021,aiming to provide insights for targeted intervention strategies.Methods:Using data from Global Burden of Disease 2021,this study performed a multiscale analysis of BVI burden,examining patterns at the global,regional and national levels.We quantified the disease burden using disability-adjusted life years DALY and prevalence rates.Temporal trends were analyzed by calculating estimated annual percentage changes(EAPC).Stratified assessments were carried out by sex and age group across 21 regions and 204 countries.The study also included comparative analyses of six major eye conditions and evaluated their associations with socio-demographic index(SDI).Results:Globally,the age-standardized prevalence of BVI increased from 12,453.52 per million(95%UI:10,287.58-15,226.09)in 1990 to 15,784.33 per million(12,761.44-19,502.32)in 2021,with an EAPC of 1.09%(95%UI:0.97-1.20).During this period,global DALYs attributable to BVI increased by 37.7%.Disease trends exhibited significant divergence,with near vision loss showing the steepest increase(EAPC:1.47%),while the prevalence of glaucoma declined(EAPC:-0.73%).Geographic disparities were pronounced,with substantial improvements observed in Equatorial Guinea(EAPC:-1.75)and worsening burdens in Benin(+0.54).Disease distribution demonstrated strong regional clustering,with near vision loss being predominant in Sub-Saharan Africa(64.47%)and East Asia(50.97%),while cataract was the most common condition in Oceania(33.86%).Females consistently bore a higher burden,particularly in South Asia(646.3 vs 563.2 DALYs).Moreover,we identified a strong inverse correlation between SDI and BVI burden(Ρ=-0.772 for DALYs).Conclusions:This study highlights the severe global burden of BVI and the significant cross-country inequality,particularly in low-and middle-income countries.It emphasizes the urgent need for targeted interventions and the integration of eye care into universal health policies to promote global health equity in the post-pandemic era. 展开更多
关键词 Global Burden of Disease blindNESS visual impairment disability-adjusted life years cross-country inequality
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Neuropsychological Guided Blind Image Quality Assessment via Noisy Label Optimization
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作者 Zhu Jinchi Ma Xiaoyu +1 位作者 Liu Chang Yu Dingguo 《China Communications》 2025年第2期173-187,共15页
Recent deep neural network(DNN)based blind image quality assessment(BIQA)approaches take mean opinion score(MOS)as ground-truth labels,which would lead to cross-datasets biases and limited generalization ability of th... Recent deep neural network(DNN)based blind image quality assessment(BIQA)approaches take mean opinion score(MOS)as ground-truth labels,which would lead to cross-datasets biases and limited generalization ability of the DNN-based BIQA model.This work validates the natural instability of MOS through investigating the neuropsychological characteristics inside the human visual system during quality perception.By combining persistent homology analysis with electroencephalogram(EEG),the physiologically meaningful features of the brain responses to different distortion levels are extracted.The physiological features indicate that although volunteers view exactly the same image content,their EEG features are quite varied.Based on the physiological results,we advocate treating MOS as noisy labels and optimizing the DNN based BIQA model with earlystop strategies.Experimental results on both innerdataset and cross-dataset demonstrate the superiority of our optimization approach in terms of generalization ability. 展开更多
关键词 blind image quality assessment deep neural network ELECTROENCEPHALOGRAM persistent homology
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“Becoming a family”—the effects of the hidden curriculum in transferring institutional mission:An experience from a century-old nursing school
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作者 Aimei Mao Hon-Lon Tam +1 位作者 Pak-Leng Cheong Iat-Kio Van 《International Journal of Nursing Sciences》 2025年第3期293-300,I0006,I0007,共10页
Objectives This study aimed to examine the role of the hidden curriculum in transmitting the educational mission and its impacts on nursing students’professional socialization.Methods This constructivist grounded the... Objectives This study aimed to examine the role of the hidden curriculum in transmitting the educational mission and its impacts on nursing students’professional socialization.Methods This constructivist grounded theory study involved twenty-six students and five faculty members from a century-old nursing school in Macao.Semi-structured interviews examined the factors influencing nursing students’choice of a specific nursing school and their general learning experiences in nursing studies.Open and focused coding was employed to develop categories and concepts that capture the nuances of how the hidden curriculum influences students’personal experiences,perceptions,and values related to developing their professional identities.The data analysis was guided by the“Community of Practice”model.Results The educational mission fostered a hidden curriculum that emphasized nurturing qualities and social responsibilities,creating a family-like learning environment that positively influenced the professional socialization of nursing students.Under the core theme of“becoming a family,”two sub-themes emerged:“student-peer interactions-fostering sisterly/brotherly learning partnerships”and“student-faculty interactions–faculty’s acting as parenting instructors.”While the hidden curriculum promoted a democratic and egalitarian learning atmosphere among student-peers,it simultaneously reinforced hierarchical power dynamics among senior-junior students and student-faculty relationships,mirroring the power-based interpersonal dynamics often found in traditional Chinese families.Conclusions Explicating the educational mission can help shape a hidden curriculum that benefits nursing students’professional socialization.Faculty members should reflect on the power inequalities reproduced by the hidden curriculum and establish appropriate boundaries in student-faculty relationships. 展开更多
关键词 Community of practice Educational mission hidden curriculum Nurse students Professional socialization Qualitative study
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Risk factors for postoperative blindness in primary rhegmatogenous retinal detachment:insights from first presentation to a tertiary center in China
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作者 Hai-Qin Zhu Hui-Min Rao +5 位作者 Chun Xiao Qin-Tuo Pan Zhao-Liang Zhang Zong-Duan Zhang Ying Wang Xu-Ting Hu 《International Journal of Ophthalmology(English edition)》 2025年第12期2304-2311,共8页
AIM:To identify risk factors for postoperative blindness in patients with primary rhegmatogenous retinal detachment(RRD)at their first presentation to a tertiary center,using a large clinical database to improve under... AIM:To identify risk factors for postoperative blindness in patients with primary rhegmatogenous retinal detachment(RRD)at their first presentation to a tertiary center,using a large clinical database to improve understanding of this adverse outcome.METHODS:Electronic health records of patients with primary RRD from the Eye Hospital of Wenzhou Medical University were retrospectively analyzed.Postoperative blindness was defined according to the World Health Organization(WHO)criteria for legal blindness.Potential risk factors included demographic characteristics,preoperative clinical features,and surgical variables.Univariable and multivariable logistic regression analyses were performed to calculate odds ratios(ORs)and 95%confidence intervals(CIs)for each risk factor.RESULTS:A total of 532 patients were included in the cohort,of whom 62(12.0%;28 males,34 females)developed postoperative blindness at the final follow-up.Among these 62 patients,30 had high myopia and 32 did not.The mean age of participants was 49.0±16.4y,with 275 subjects(52%)being male and 133 patients(25%)having the condition in the right eye.In the multivariable model for all patients,the following factors were associated with an increased risk of postoperative blindness:higher preoperative logarithm of the minimum angle of resolution visual acuity(logMAR VA;OR=1.09 per 0.1 logMAR unit increase,95%CI 1.03-1.15);inferior or superior retinal breaks(OR=2.42,95%CI 1.12-5.24);and macular holes or superior retinal breaks(OR=8.46,95%CI 3.45-20.75).In the subgroup of patients with high myopia,risk factors for postoperative blindness included:pseudophakia/aphakia versus phakia(OR=6.33,95%CI 1.41-28.31);macular holes or superior retinal breaks(OR=15.15,95%CI 3.07-74.85);and proliferative vitreoretinopathy(PVR;OR=21.41,95%CI 2.14-214.57).In the subgroup of patients without high myopia,increased risk of postoperative blindness was associated with:higher preoperative logMAR VA(OR=1.11 per 0.1 logMAR unit increase,95%CI 1.04-1.18);and inferior or superior retinal breaks(OR=2.90,95%CI 1.19-7.06).CONCLUSION:Using a large real-world clinical database,we identified distinct risk factors for postoperative blindness in patients with primary RRD-including differences between those with and without high myopia.These findings emphasize the need to target specific risk factors in clinical practice to mitigate and reduce the incidence of postoperative blindness in this patient population. 展开更多
关键词 postoperative blindness primary rhegmatogenous retinal detachment risk factors high myopia visual acuity
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An Analytical Method to Mitigate the False Alarm Rates of Polar Code Blind Detection in 5G New Radio
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作者 Gao Jian Piao Jinnan +1 位作者 Dai Jincheng Niu Kai 《China Communications》 2025年第9期140-150,共11页
In 5G new radio(NR), polar codes are adopted for e MBB downlink control channels where the blind detection is employed in user equipment(UE) to identify the correct downlink control information(DCI). However, differen... In 5G new radio(NR), polar codes are adopted for e MBB downlink control channels where the blind detection is employed in user equipment(UE) to identify the correct downlink control information(DCI). However, different from that in the 4G LTE system, the cyclic redundancy check(CRC) in polar decoding plays both error correction and error detection roles. Consequently, the false alarm rates(FAR) may not meet the system requirements(FAR<1.52 × 10^(−5)). In this paper, to mitigate the FAR in polar code blind detection, we attach a binary classifier after the polar decoder to further remove the false alarm results and meanwhile retain the correct DCI. This classifier works by tracking the squared Euclidean distance ratio(SEDR) between the received signal and hypothesis. We derive an analytical method to fast compute proper classification threshold that is implementation-friendly in practical use. Combining the well-designed classifier, we show that some very short CRC sequences can even be used to meet the FAR requirements. This consequently reduces the CRC overhead and contributes to the system error performance improvements. 展开更多
关键词 binary classifier blind detection classifi cation threshold 5G NR polar codes
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Enhanced robustness in constant modulus blind beamforming through L1-regularized state estimation with variable-splitting Kalman smoother and IEKS
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作者 Chuanhui HAO Bin ZHANG Xubao SUN 《Chinese Journal of Aeronautics》 2025年第6期573-590,共18页
This paper aims to enhance the array Beamforming(BF) robustness by tackling issues related to BF weight state estimation encountered in Constant Modulus Blind Beamforming(CMBB). To achieve this, we introduce a novel a... This paper aims to enhance the array Beamforming(BF) robustness by tackling issues related to BF weight state estimation encountered in Constant Modulus Blind Beamforming(CMBB). To achieve this, we introduce a novel approach that incorporates an L1-regularizer term in BF weight state estimation. We start by explaining the CMBB formation mechanism under conditions where there is a mismatch in the far-field signal model. Subsequently, we reformulate the BF weight state estimation challenge using a method known as variable-splitting, turning it into a noise minimization problem. This problem combines both linear and nonlinear quadratic terms with an L1-regularizer that promotes the sparsity. The optimization strategy is based on a variable-splitting method, implemented using the Alternating Direction Method of Multipliers(ADMM). Furthermore, a variable-splitting framework is developed to enhance BF weight state estimation, employing a Kalman Smoother(KS) optimization algorithm. The approach integrates the Rauch-TungStriebel smoother to perform posterior-smoothing state estimation by leveraging prior data. We provide proof of convergence for both linear and nonlinear CMBB state estimation technology using the variable-splitting KS and the iterated extended Kalman smoother. Simulations corroborate our theoretical analysis, showing that the proposed method achieves robust stability and effective convergence, even when faced with signal model mismatches. 展开更多
关键词 State estimation Constant modulus blind beamforming Kalman smoother Alternating direction method of multipliers Variable-splitting optimizer
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Uncovering Hidden Spin of Scalar Fields with Higher-Order Derivative Lagrangian:On the Wave Spin in Drifted and Dissipative Fields
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作者 Shuo Xin Mengxiang Xie Jie Ren 《Chinese Physics Letters》 2025年第6期70-77,共8页
Scalar fields should have no spin angular momentum according to conventional textbook understandings inclassical field theory.Yet,recent studies demonstrate the undoubted existence of wave spin endowed by acousticand ... Scalar fields should have no spin angular momentum according to conventional textbook understandings inclassical field theory.Yet,recent studies demonstrate the undoubted existence of wave spin endowed by acousticand elastic longitudinal waves,which are of irrotational curl-free nature without vorticity and can be describedby scalar fields.Moreover,the conventional theory cannot even answer the question of whether wave spin existsin dissipative fields,given the ubiquitous dissipation in reality.Here,to resolve the seeming paradox and answerthe challenging question,we uncover the origin of wave spin in scalar fields beyond traditional formalism byclarifying that the presence of higher-order derivatives in scalar field Lagrangians can give rise to non-vanishingwave spin.For“spinless”scalar fields of only first-order derivatives,we can make the hidden wave spin emergeby revealing a latent field that leads to the original field through a time derivative,thus giving higher-order termsin Lagrangian.Based on the standard Noether theorem approach,we exemplify the wave spin for unconventionaldrifted acoustic fields,and even for dissipative media,in scalar fields with higher-order derivative Lagrangian.The results would prompt people to build more comprehensive and fundamental understandings of structuralwave spin in classical fields. 展开更多
关键词 higher order derivative Lagrangian hidden spin acousticand elastic longitudinal waveswhich acoustic waves wave spin spin angular momentum scalar fields
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Gene Therapy Sounds and Looks Promising for Inherited Deafness and Blindness
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作者 Jennifer Welsh 《Engineering》 2025年第7期9-12,共4页
At a February 2025 meeting,researchers presented their latest findings from a phase 1/2 clinical trial of a gene therapy,DB-OTO,developed by Regeneron Pharmaceuticals(Tarrytown,NY,USA)for a particular type of profound... At a February 2025 meeting,researchers presented their latest findings from a phase 1/2 clinical trial of a gene therapy,DB-OTO,developed by Regeneron Pharmaceuticals(Tarrytown,NY,USA)for a particular type of profound hearing loss in children.Nearly all the 12 participants,with no serious adverse events,experienced clinically meaningful and durable hearing improve-ments[1].A toddler born deaf,for example,could hear well enough after treatment to quack when asked,“What sound does a duck make?”[2]. 展开更多
关键词 gene therapydb otodeveloped profound hearing loss gene therapy hearing loss Regeneron Pharmaceuticals blindNESS phase clinical trial db oto
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Clinical study of Yiqi Liangxue Shengji prescription(益气凉血生肌方)for improving cardiac function after myocardial ischemiareperfusion injury in patients with acute myocardial infarction:arandomized,double-blind,placebo-controlled trial
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作者 LI Yuxuan LI Yan +7 位作者 WANG Wujiao CUI Xiaoyun WAN Jie ZHOU Kun LU Jinjin LIU Jing LIN Qian LI Dong 《Journal of Traditional Chinese Medicine》 2025年第4期836-844,共9页
OBJECTIVE:To evaluate the effect of Yiqi Liangxue Shengji prescription(益气凉血生肌方,YQLXSJ)on cardiac function and outcomes in acute myocardial infarction(AMI)patients with myocardial ischemiareperfusion injury(MIRI... OBJECTIVE:To evaluate the effect of Yiqi Liangxue Shengji prescription(益气凉血生肌方,YQLXSJ)on cardiac function and outcomes in acute myocardial infarction(AMI)patients with myocardial ischemiareperfusion injury(MIRI)and to determine its clinical efficacy.METHODS:This prospective,randomized,double-blind,placebo-controlled trial enrolled hospitalized patients with AMI who underwent percutaneous coronary intervention and experienced MIRI either intraoperatively or postoperatively.Participants were randomly allocated to the treatment group,which received YQLXSJ,or the control group,which received a placebo,concurrent with standard Western Medicine therapy.The intervention period lasted 8 weeks.The primary outcome measure was left ventricular ejection fraction(LVEF),determined by echocardiography.Secondary outcomes included Nterminal pro brain natriuretic peptide(NT-pro BNP)and cardiac troponin I(cTnI)levels,left ventricular internal diameter,major adverse cardiovascular events(MACE),angina pectoris scores,and Chinese medicine evidence scores.RESULTS:Following 8 weeks of intervention,the treatment group demonstrated a significant increase in LVEF and a marked reduction in NT-pro BNP when compared to the control group.There was also a significant decrease in peak cTnI levels,Chinese medicine evidence scores,and angina pectoris scores.The control group's left ventricular end-systolic diameter(LVESD)significantly increased compared to baseline after 8 weeks(P<0.05),whereas the treatment group's LVESD showed no significant change from baseline(P>0.05).Although the treatment group showed a downward trend in MACE incidence compared to the control group,this difference was not statistically significant(P>0.05).CONCLUSIONS:This study demonstrated that the addition of YQLXSJ to standard therapy can improve cardiac function and alleviate clinical symptoms in AMI patients with MIRI,and also showed a potential to mitigate the incidence of MACE.Furthermore,YQLXSJ displayed a favorable safety profile in clinical application. 展开更多
关键词 myocardial reperfusion injury stroke volume natriuretic peptide brain troponin I randomized controlled trial blind Yiqi Liangxue Shengji prescription
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