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WiLCount:一种适用于无线感知场景的轻量级人数识别模型
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作者 段鹏松 张伊航 +2 位作者 方焘 曹仰杰 王超 《计算机科学》 北大核心 2025年第10期317-327,共11页
针对CSI中空间特征缺失导致人数识别模型精度有限且计算复杂度较高的问题,提出了一种基于幅相融合的轻量级人数识别模型WiLCount。首先,针对原始相位信息中存在载波频率偏移和采样频率偏移而无法直接使用的问题,使用线性变换方法对相位... 针对CSI中空间特征缺失导致人数识别模型精度有限且计算复杂度较高的问题,提出了一种基于幅相融合的轻量级人数识别模型WiLCount。首先,针对原始相位信息中存在载波频率偏移和采样频率偏移而无法直接使用的问题,使用线性变换方法对相位信息进行校准;其次,将幅相数据重构为二维图像,以充分利用CSI信息中蕴含的人数空间映射特征;最后,融合深度可分离卷积与多分支结构技术,设计了一种轻量级的人数识别模型WiLCount。目前,在Wi-Fi感知人数领域暂无公开数据集,为此精心构建了一个在人数规模、行为种类均处于业界领先水平的自采数据集,并已公开。实验结果表明,WiLCount在自采数据集上的识别准确率高达99.58%,参数规模仅为同类模型的4%,相比现有方法有显著提升,且具有较好的鲁棒性。 展开更多
关键词 Wi-Fi感知 信道状态信息 人数识别 幅相融合 深度可分离卷积
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Can Emax and platelet count truly differentiate between benign and malignant liver lesions?
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作者 Manjeet Kumar Goyal Omesh Goyal 《World Journal of Gastroenterology》 SCIE CAS 2025年第3期120-122,共3页
This letter critically evaluates Jiang et al's article on the differentiation of benign and malignant liver lesions using Emax and platelet count.Despite notable findings,significant methodological and interpretat... This letter critically evaluates Jiang et al's article on the differentiation of benign and malignant liver lesions using Emax and platelet count.Despite notable findings,significant methodological and interpretative limitations are identified.The study lacks detailed assay conditions for Emax measurement,employs inadequate statistical methods without robust multivariate analysis,and does not provide clinically relevant threshold values.The nomogram's reliance on Emax as a major diagnostic contributor is questionable due to attenuation in hepatocellular carcinoma patients with cirrhosis.Moreover,the study's limitations,such as selection bias and confounding factors,are not adequately addressed.Future research should adopt more rigorous methodologies,including prospective studies with larger cohorts and standardized protocols for biomarker measurement,to enhance validity and clinical applicability. 展开更多
关键词 Emax Platelet count Benign liver lesions Malignant liver lesions Hepatocellular carcinoma CIRRHOSIS Diagnostic biomarkers Shear wave elastography Methodological limitations Clinical utility
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eDNA enhances detection efficiency but reveals lower waterbird diversity:A comparison with point counting method
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作者 Hongming Shuai Xiaoru Liu +3 位作者 Yigui Zhang Yuqi Sun Hao Li Zhongqiu Li 《Avian Research》 2025年第2期221-229,共9页
Environmental DNA(e DNA)methods have emerged as a promising tool for studying a broad spectrum of biological taxa.However,metabarcoding studies of avian biodiversity using e DNA have received little attention.In this ... Environmental DNA(e DNA)methods have emerged as a promising tool for studying a broad spectrum of biological taxa.However,metabarcoding studies of avian biodiversity using e DNA have received little attention.In this study,we compared waterbird biodiversity derived from e DNA metabarcoding with that obtained from traditional point counting surveys at 23 sites in Tai Lake of eastern China and evaluated the accuracy of e DNA metabarcoding for waterbird community studies.The point counting method recorded a higher total number of waterbird species(22)compared to the e DNA technique(16).While e DNA achieved a 74.5%detection rate for waterbird species and was able to identify a significantly greater number of species(12.48±1.97)at each sampling site than point counting method(6.13±2.69),particularly highlighting several rare and elusive species,it failed to detect some species commonly observed by the point counting method.The alpha diversity analysis revealed no significant differences in waterbird diversity between the e DNA method and the point counting method,except that the e DNA method exhibited lower Pielou evenness.Waterbird e DNA sequencing abundance correlated significantly with species occurrence,whereas Spearman's analysis indicated no significant difference between e DNA sequence abundance and species abundance from the point counting method.e DNA method detected no significant difference in waterbird composition between sampling sites,while the point counting method revealed significant differences.Consequently,e DNA is an effective complementary tool for assessing the diversity of wintering waterbirds in lakes,though it is unable to capture the full diversity of waterbird communities.It is crucial to develop sampling strategies that comprehensively monitor species composition and integrate e DNA with traditional survey methods for accurate evaluation of community structure. 展开更多
关键词 Environmental DNA Metabarcoding Point counting Species abundance Tai lake Waterbird diversity
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Delayed covering causes the accumulation of motile sperm, leading to overestimation of sperm concentration and motility with a Makler counting chamber
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作者 Lin Yu Qing-Yuan Cheng +4 位作者 Ye-Lin Jia Yan Zheng Ting-Ting Yang Ying-Bi Wu Fu-Ping Li 《Asian Journal of Andrology》 2025年第1期59-64,共6页
According to the World Health Organization(WHO)manual,sperm concentration should be measured using an improved Neubauer hemocytometer,while sperm motility should be measured by manual assessment.However,in China,thous... According to the World Health Organization(WHO)manual,sperm concentration should be measured using an improved Neubauer hemocytometer,while sperm motility should be measured by manual assessment.However,in China,thousands of laboratories do not use the improved Neubauer hemocytometer or method;instead,the Makler counting chamber is one of the most widely used chambers.To study sources of error that could impact the measurement of the apparent concentration and motility of sperm using the Makler counting chamber and to verify its accuracy for clinical application,67 semen samples from patients attending the Department of Andrology,West China Second University Hospital,Sichuan University(Chengdu,China)between 13 September 2023 and 27 September 2023,were included.Compared with applying the cover glass immediately,delaying the application of the cover glass for 5 s,10 s,and 30 s resulted in average increases in the sperm concentration of 30.3%,74.1%,and 107.5%,respectively(all P<0.0001)and in the progressive motility(PR)of 17.7%,30.8%,and 39.6%,respectively(all P<0.0001).However,when the semen specimens were fixed with formaldehyde,a delay in the application of the cover glass for 5 s,10 s,and 30 s resulted in an average increase in the sperm concentration of 6.7%,10.8%,and 14.6%,respectively,compared with immediate application of the cover glass.The accumulation of motile sperm due to delays in the application of the cover glass is a significant source of error with the Makler counting chamber and should be avoided. 展开更多
关键词 concentration improved Neubauer hemocytometer Makler counting chamber MOTILITY SPERM
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A clip-on composite sensor based packaging design method for fiber Bragg grating axle counter
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作者 Mengyao Zhao Xueyun Cao +2 位作者 Longsheng Wang Yang Peng Tao Wang 《Railway Sciences》 2025年第5期647-665,共19页
Purpose–To address the encapsulation challenge of fiber Bragg grating(FBG)sensors in complex railway environments,this paper designs a clip-on composite sensor enabling installation-friendly deployment and long-term ... Purpose–To address the encapsulation challenge of fiber Bragg grating(FBG)sensors in complex railway environments,this paper designs a clip-on composite sensor enabling installation-friendly deployment and long-term axle counting system monitoring.Design/methodology/approach–Wheel–rail mechanical behavior was simulated via finite element analysis(FEA)to determine optimal sensor placement.A clip-on composite sensor was subsequently engineered.Stress transduction efficacy was validated through FEA quantification of stress responses at the axle counter location.Findings–The proposed FBG axle counter integrates temperature compensation and anti-detachment monitoring as well as advantages such as simplified installation with minimal maintenance and sustained operational reliability.It effectively transmits stress,yielding a measured strain of 39μe under static loading conditions without sensitivity-enhancing elements.Originality/value–This study performs FEA of wheel-rail stress distribution and engineers the dual-slot composite sensor,FEAwas conducted to quantify the stress magnitude at the axle sensor position of the dual-slot composite sensor.Additionally,FEA was performed on sensors with different structural configurations,including adjustments to the axle sensor position,number of slots and axle position.The results confirmed that the designed composite sensor exhibits superior stress transfer characteristics. 展开更多
关键词 Fiber Bragg grating Axle counting Finite element Sensor Wheel-rail forces
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Comparative Study on the Correction of Lipemia Interference in Complete Blood Count
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作者 Lirong He 《Journal of Advances in Medicine Science》 2025年第1期1-5,共5页
Background:Lipemia,characterized by elevated triglyceride levels in blood samples,is a prevalent preanalytical interferent in clinical hematology.It leads to erroneous measurements of key complete blood count(CBC)para... Background:Lipemia,characterized by elevated triglyceride levels in blood samples,is a prevalent preanalytical interferent in clinical hematology.It leads to erroneous measurements of key complete blood count(CBC)parameters,including falsely elevated hemoglobin(Hgb)and platelet(PLT)counts.These inaccuracies can compromise diagnostic reliability and patient management.Objective:This review systematically evaluates existing correction methods for lipemic interference in CBC analysis,comparing their efficacy,limitations,and applicability in clinical settings.Methods:We analyze saline replacement,formula-based correction,instrument-specific algorithms,and emerging technologies,supported by experimental and clinical validation data.Conclusion:An optimized,context-dependent strategy is proposed,integrating multiple correction approaches based on lipemia severity.Future research directions,including artificial intelligence(AI)-enhanced corrections and standardized protocols,are discussed to advance hematology testing accuracy. 展开更多
关键词 Lipemic samples Hemoglobin interference Platelet counting Correction methods Hematology analyzers Optimization strategies
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Cluster counting algorithm for the CEPC drift chamber using LSTM and DGCNN
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作者 Zhe-Fei Tian Guang Zhao +7 位作者 Ling-Hui Wu Zhen-Yu Zhang Xiang Zhou Shui-Ting Xin Shuai-Yi Liu Gang Li Ming-Yi Dong Sheng-Sen Sun 《Nuclear Science and Techniques》 2025年第7期14-23,共10页
The particle identification(PID)of hadrons plays a crucial role in particle physics experiments,especially in flavor physics and jet tagging.The cluster counting method,which measures the number of primary ionizations... The particle identification(PID)of hadrons plays a crucial role in particle physics experiments,especially in flavor physics and jet tagging.The cluster counting method,which measures the number of primary ionizations in gaseous detectors,is a promising breakthrough in PID.However,developing an effective reconstruction algorithm for cluster counting remains challenging.To address this challenge,we propose a cluster counting algorithm based on long short-term memory and dynamic graph convolutional neural networks for the CEPC drift chamber.Experiments on Monte Carlo simulated samples demonstrate that our machine learning-based algorithm surpasses traditional methods.It improves the K/πseparation of PID by 10%,meeting the PID requirements of CEPC. 展开更多
关键词 Particle identification Cluster counting Machine learning Drift chamber
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Should couples with a low total progressively motile sperm count in the first intrauterine insemination cycle continue this treatment?
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作者 Zheng Wang Yuan-Yuan Wang +4 位作者 Shuo Huang Hai-Yan Wang Rong Li Ben Willem Mol Jie Qiao 《Asian Journal of Andrology》 2025年第6期757-762,共6页
This study aimed to investigate the associations between the post-wash total progressively motile sperm count(TPMSC)in the first intrauterine insemination(IUI)cycle and pregnancy outcomes of the second IUI cycle.Data ... This study aimed to investigate the associations between the post-wash total progressively motile sperm count(TPMSC)in the first intrauterine insemination(IUI)cycle and pregnancy outcomes of the second IUI cycle.Data were retrieved from the clinical database at the Reproductive Center of Peking University Third Hospital(Beijing,China)between January 2011 and December 2022.Couples were included in this retrospective cohort study if they had unexplained or mild male factor infertility and were treated with IUI for two consecutive cycles using the same protocol.A total of 8290 couples were included in the analysis.The mean±standard deviation(s.d.)age of women was 32.0±3.5 years.We categorized groups based on the post-wash TPMSC(×10^(6))levels in the first IUI cycle:group 1(0<TPMSC<1,n=1290),group 2(1≤TPMSC<2,n=863),group 3(2≤TPMSC<3,n=800),group 4(3≤TPMSC<4,n=783),group 5(4≤TPMSC<5,n=1541),group 6(5≤TPMSC<6,n=522),group 7(6≤TPMSC<7,n=547),group 8(7≤TPMSC<8,n=175),group 9(8≤TPMSC<9,n=556),group 10(9≤TPMSC<10,n=192),and group 11(TPMSC≥10,n=1021).The primary outcome was live birth rate of the second IUI cycle.Live birth rates were 7.9%,5.8%,7.6%,7.4%,7.3%,8.4%,7.5%,7.4%,8.8%,8.9%,and 7.6%in each group,respectively.There were no statistically significant differences in clinical pregnancy rates or live birth rates between any groups and those with the post-wash TPMSC<1×10^(6).In an IUI program for unexplained and mild male factor infertility,the post-wash TPMSC in the first IUI cycle was not significantly associated with the live birth rate in the second IUI cycle. 展开更多
关键词 infertility intrauterine insemination live birth semen analysis total progressively motile sperm count
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A Method for Small Target Detection and Counting of the End of Drill Pipes Based on the Improved YOLO11n
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作者 Miao Li Xiaojun Li Mingyang Zhao 《Computers, Materials & Continua》 2025年第10期1917-1936,共20页
Aiming at problems such as large errors and low efficiency in manual counting of drill pipes during drilling depth measurement,an intelligent detection and counting method for the small targets at the end of drill pip... Aiming at problems such as large errors and low efficiency in manual counting of drill pipes during drilling depth measurement,an intelligent detection and counting method for the small targets at the end of drill pipes based on the improved YOLO11n is proposed.This method realizes the high-precision detection of targets at drill pipe ends in the image by optimizing the target detection model,and combines a post-processing correction mechanism to improve the drill pipe counting accuracy.In order to alleviate the low-precision problem of YOLO11n algorithm for small target recognition in the complex underground background,the YOLO11n algorithm is improved.First,the key module C3k2 in the backbone network was improved,and Poly Kernel Inception(PKI)Block was introduced to replace Bottleneck in it to fully integrate the target context information and the model’s capability of feature extraction;Second,within the model’s neck network,a new feature fusion pyramid ISOP(Improved Small Object Pyramid)is proposed,SPDConv is introduced to strengthen the P2 feature,and CSP and OmniKernel are combined to integrate multi-scale features;Finally,the default loss function is substituted with Powerful-IoU(PIoU)to solve the anchor box expansion problem.On the self-built dataset,experimental verification was conducted.The findings showed that the Recall rose by 6.4%,mAP@0.5 increased by 4.5%,and mAP@0.5:0.95 improved by 6%compared with the baseline model,effectively solving the issues of false detection and missed detection problems in small target detection task.Meanwhile,we conducted counting tests on drilling videos from 5 different scenarios,achieving an average accuracy of 97.3%,which meets the accuracy needs for drill pipe recognition and counting in coal mine drilling sites.The research findings offer theoretical basis and technical backing for promoting the intelligent development of coal mine gas extraction drilling sites. 展开更多
关键词 YOLO11n drill pipe counting small target PKI Block PIoU loss function
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GENERALIZED COUNTING FUNCTIONS AND COMPOSITION OPERATORS ON WEIGHTED BERGMAN SPACES OF DIRICHLET SERIES
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作者 Min HE Maofa WANG Jiale CHEN 《Acta Mathematica Scientia》 2025年第2期291-309,共19页
In this paper,we study composition operators on weighted Bergman spaces of Dirichlet series.We first establish some Littlewood-type inequalities for generalized mean counting functions.Then we give sufficient conditio... In this paper,we study composition operators on weighted Bergman spaces of Dirichlet series.We first establish some Littlewood-type inequalities for generalized mean counting functions.Then we give sufficient conditions for a composition operator with zero characteristic to be bounded or compact on weighted Bergman spaces of Dirichlet series.The corresponding sufficient condition for compactness in the case of positive characteristics is also obtained. 展开更多
关键词 generalized counting function Dirichlet series composition operator weighted Bergman space
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Effects of superheated steam treatment on the inactivation of microbial counts,enzyme activity and the inhibition of lipid oxidation of rape bee pollen
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作者 Yanxiang Bi Zidan Zhou +7 位作者 Jiabao Ni Sara Zielińska Zhihao Zhang Chunliang Luo Wenjun Peng Na Ma Wenli Tian Xiaoming Fang 《Food Science and Human Wellness》 2025年第10期4188-4199,共12页
The effect of superheated steam(SHS)treatment on the quality characteristics of rape bee pollen were studied,and the efficiency of inactivation and inhibition of lipid oxidation were analyzed to investigate the differ... The effect of superheated steam(SHS)treatment on the quality characteristics of rape bee pollen were studied,and the efficiency of inactivation and inhibition of lipid oxidation were analyzed to investigate the differences between SHS and cobalt-60 isotope(^(60)Co)radiation treatment.The number of total plate count(TPC)and mold colonies(MC)remained within the limits of the standards after SHS treatment at 140℃for 2 min.Neither TPC nor MC were detected after^(60)Co irradiation.Peroxidase(POD)and polyphenol oxidase(PPO)activities significantly decreased with increasing temperature and duration of SHS,while^(60)Co radiation completely inactivated PPO.Compared to^(60)Co radiation,SHS treatment inhibited the deterioration of rape bee pollen by avoiding hydroperoxide production and lipid oxidation due to lack of oxygen.These results suggested SHS under 140℃for 2 min was the most suitable to inactivate the microorganisms and enzymes in rape bee pollen with minimal lipid oxidation. 展开更多
关键词 Rape bee pollen Superheated steam Cobalt-60 isotope radiation Microbial counts Enzymatic activity Lipid oxidation
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Commentary on“Delayed covering causes the accumulation of motile sperm,leading to overestimation of sperm concentration and motility with a Makler counting chamber”
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作者 Elisabetta Tosti 《Asian Journal of Andrology》 2025年第1期135-136,共2页
The analysis of the ejaculate,better known as spermiogram,represents the first and main step to identify whether a series of sperm quality parameters are within the norm and therefore are consistent with normal sperm ... The analysis of the ejaculate,better known as spermiogram,represents the first and main step to identify whether a series of sperm quality parameters are within the norm and therefore are consistent with normal sperm fertilizing capacity.Among these,sperm concentration and motility are the first parameters to be evaluated through an estimation carried out by expert examiners. 展开更多
关键词 identify whether series sperm quality parameters within delayed covering accumulation MOTILITY OVERESTIMATION makler counting chamber motile sperm sperm concentration
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Associations of White Blood Cell,Platelet Count,Platelet-to-White Blood Cell Ratio with Muscle Mass among Community-Dwelling Older Adults in China
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作者 Zhenwei Zhang Yuming Zhao +6 位作者 Hongzhou Chen Li Qi Chen Chen Jun Wang Wenhui Shi Yuebin Lyu Xiaoming Shi 《Biomedical and Environmental Sciences》 2025年第6期693-705,共13页
Objective This study aimed to evaluate the relationships of white blood cell(WBC)count,platelet(PLT)count,and PLT-to-WBC ratio(PWR)with muscle mass in Chinese older adults.Methods This cross-sectional analysis involve... Objective This study aimed to evaluate the relationships of white blood cell(WBC)count,platelet(PLT)count,and PLT-to-WBC ratio(PWR)with muscle mass in Chinese older adults.Methods This cross-sectional analysis involved 4,033 Chinese older adults aged≥65 years from the Healthy Ageing and Biomarkers Cohort Study.Muscle mass and total skeletal muscle mass index(TSMI)were measured by bioelectric impedance analysis.WBC,PLT,and PWR were measured using standard methods.Multivariate linear regression was used to examine the associations of WBC count,PLT count,and PWR with TSMI.Results High WBC count,PLT count,and PWR were associated with low TSMI,with coefficients of-0.0091(95%confidence interval[CI]:-0.0142 to-0.0041),-0.0119(95%CI:-0.0170 to-0.0068),and-0.0051(95%CI:-0.0102 to-0.0001).The associations between the three inflammatory indices and TSMI were linear.Stratified analyses indicated that the relationship between inflammatory markers and TSMI was more evident in male participants and in individuals aged<80 years than in their counterparts.Conclusion Elevated WBC count,PLT count,and PWR correlated with muscle mass loss.This study highlights the importance of regular monitoring of inflammatory markers as a potential strategy for the screening and management of sarcopenia in older adults. 展开更多
关键词 White blood cell count PLATELET Platelet to white blood cell ratio Older adults Muscle mass
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Prognostic value of peripheral eosinophil counts in patients with newly diagnosed multiple myeloma
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作者 Xu Chen Xiaoyan Yue +10 位作者 Hao Jiang Qianqian Yang Jinwen Huang Wenjue Pan Xiujie Zhao Xiufeng Yin Panpan Wang Liangning Hu Xiaoli Guo Fangfei Shao Haowen Xiao 《Cancer Biology & Medicine》 2025年第5期481-487,共7页
Precise risk stratification is crucial for selecting the optimal risk-adapted treatment for newly diagnosed multiple myeloma (NDMM) patients. Various prognostic factors and staging systems have been developed to predi... Precise risk stratification is crucial for selecting the optimal risk-adapted treatment for newly diagnosed multiple myeloma (NDMM) patients. Various prognostic factors and staging systems have been developed to predict NDMM patient outcomes. The Durie-Salmon (D-S) staging system reflects tumor burden and clinical progression staging with prognostic value. 展开更多
关键词 clinical progression peripheral eosinophil counts multiple myeloma prognostic value prognostic factors staging systems precise risk stratification risk stratification staging system
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Design a Computer Vision Approach to Localize,Detect and Count Rice Seedlings Captured by a UAV-Mounted Camera
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作者 Trong Hieu Luu Phan Nguyen Ky Phuc +2 位作者 Quang Hieu Ngo Thanh Tam Nguyen Huu Cuong Nguyen 《Computers, Materials & Continua》 2025年第6期5643-5656,共14页
This study presents a drone-based aerial imaging method for automated rice seedling detection and counting in paddy fields.Utilizing a drone equipped with a high-resolution camera,images are captured 14 days postsowin... This study presents a drone-based aerial imaging method for automated rice seedling detection and counting in paddy fields.Utilizing a drone equipped with a high-resolution camera,images are captured 14 days postsowing at a consistent altitude of six meters,employing autonomous flight for uniform data acquisition.The approach effectively addresses the distinct growth patterns of both single and clustered rice seedlings at this early stage.The methodology follows a two-step process:first,the GoogleNet deep learning network identifies the location and center points of rice plants.Then,the U-Net deep learning network performs classification and counting of individual plants and clusters.This combination of deep learning models achieved a 90%accuracy rate in classifying and counting both single and clustered seedlings.To validate the method’s effectiveness,results were compared against traditional manual counting conducted by agricultural experts.The comparison revealed minimal discrepancies,with a variance of only 2–4 clumps per square meter,confirming the reliability of the proposed method.This automated approach offers significant benefits by providing an efficient,accurate,and scalable solution for monitoring seedling growth.It enables farmers to optimize fertilizer and pesticide application,improve resource allocation,and enhance overall crop management,ultimately contributing to increased agricultural productivity. 展开更多
关键词 Camera mounted on UAV rice seedling density localization detection and counting deep learning
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Increased and persistent absolute CD4+T cell count in an HIV-associated Burkitt lymphoma patient with central nervous system involvement after axicabtagene ciloleucel therapy
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作者 Yao Qi Jia Wang +1 位作者 Jingyi Li Qi Deng 《Cancer Biology & Medicine》 2025年第6期644-647,共4页
Because human immunodeficiency virus(HIV)-associated Burkitt lymphoma(BL)has a poor prognosis new therapeutic approaches need to be developed1.Axicabtagene ciloleucel(axi-cel)is an anti-CD19 CAR-T cell commercially av... Because human immunodeficiency virus(HIV)-associated Burkitt lymphoma(BL)has a poor prognosis new therapeutic approaches need to be developed1.Axicabtagene ciloleucel(axi-cel)is an anti-CD19 CAR-T cell commercially available FDA-approved product for patients with relapsed or refractory(R/R)large B-cell lymphoma(LBCL).However,axi-cel has not been approved by the FDA for use in patients with R/R BL. 展开更多
关键词 burkitt lymphoma bl Central nervous system involvement CD T cell count Therapeutic approaches new therapeutic approaches Axicabtagene ciloleucel HIV associated Burkitt lymphoma
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三维加速度counts估算不同步速能量消耗应用初探 被引量:7
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作者 管培培 丁宁炜 +1 位作者 汤强 刘春辉 《山东体育科技》 北大核心 2013年第1期72-75,共4页
以间接热测定法为标准,探索counts与能量消耗之间的关系,建立基于三维加速度counts能耗推算方程,寻求不同强度身体运动的counts切点。实验选取115名受试者,佩戴Cortex-3B便携式气体代谢分析仪与ActiGraph GT3X三轴加速度计,分别采用4.8k... 以间接热测定法为标准,探索counts与能量消耗之间的关系,建立基于三维加速度counts能耗推算方程,寻求不同强度身体运动的counts切点。实验选取115名受试者,佩戴Cortex-3B便携式气体代谢分析仪与ActiGraph GT3X三轴加速度计,分别采用4.8km/h、5.6km/h、6.4km/h、7.2km/h、8.0km/h、8.8km/h步速。结果认为:不同步速下合矢量counts性别间差异不显著;不同步速下体重组别合矢量counts差异无统计学意义;身高、去脂体重与VO2、MET相关性较低,而性别、BMI都在0.2左右水平上显著相关;将BMI与性别引入推算方程,有效提高了counts预测能耗的准确性。 展开更多
关键词 三轴加速度计 countS 能量消耗 合矢量 校准
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CountNet:一种用于堆叠胶合板计数的自监督学习框架
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作者 苏凡 王若琪 王海涛 《软件导刊》 2025年第2期19-25,共7页
自动化胶合板计数是工业生产中的一大难题,传统基于人工计数和物理计数的方法耗时且低效。然而,堆叠胶合板图像又存在着边缘不均匀、厚度不规律等干扰因素,现有的深度学习算法提取到的特征代表性不强,导致计数结果不准确。针对上述问题... 自动化胶合板计数是工业生产中的一大难题,传统基于人工计数和物理计数的方法耗时且低效。然而,堆叠胶合板图像又存在着边缘不均匀、厚度不规律等干扰因素,现有的深度学习算法提取到的特征代表性不强,导致计数结果不准确。针对上述问题,提出一种用于堆叠胶合板计数的自监督学习框架——CountNet。CountNet针对计数问题优化了损失函数的使用方式,该损失函数利用对比学习的方法,可以进一步放大正负样本间的差异,使网络能提取到更具代表性的视觉特征。最后将该特征投入下游任务中,完成计数。实验结果表明,该方法在准确率、损失下降等方面均优于其他常见的计数模型,证明了其在计数能力上的优越性。 展开更多
关键词 自监督对比学习 计算机视觉 堆叠胶合板计数 数据增强技术 损失函数优化
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Time-to-Count技术测量辐射强度的原理 被引量:16
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作者 刘志强 马红光 +2 位作者 马文彦 王国华 刘登和 《核电子学与探测技术》 CAS CSCD 北大核心 2006年第1期41-44,125,共5页
GM管广泛应用于辐射测量,由于传统的测量方法受到GM管死时间的影响,其测量精度不高。介绍了没有死时间影响,可以提高测量精度的T im e-to-Coun t技术的测量方法,并从理论上论证了采用该方法的数学原理,在此基础上,提出对辐射强度的新估... GM管广泛应用于辐射测量,由于传统的测量方法受到GM管死时间的影响,其测量精度不高。介绍了没有死时间影响,可以提高测量精度的T im e-to-Coun t技术的测量方法,并从理论上论证了采用该方法的数学原理,在此基础上,提出对辐射强度的新估计式,并证明该估计是无偏的渐近最优的,是形式中最优的。并通过计算机仿真证明了该方法的正确性。 展开更多
关键词 GM管 Time-to-count 原理 估计
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一种新的GM计数管Time-To-Count测量方法 被引量:14
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作者 邵晖 谈伟飞 +1 位作者 范江兵 赵家凯 《核电子学与探测技术》 CAS CSCD 北大核心 2002年第3期211-214,共4页
主要介绍了目前最新的 GM计数管 Time- To- Count测量方法的基本原理及其工作模型 ,对测量方法的基本特点进行了探讨 ,通过方案设计加以实现并给出了试验结果。
关键词 GM计数管 Time-To-count测量方法 原理 电离辐射
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