OPTIMIZATION OF THE METHOD FOR OBTAINING NANOCAPSULES, DEVELOPMENT OF THE METHODS OF DETERMINING THE DEGREE OF CINNARIZINE INCLUSION IN A PROLONGED DOSAGE FORM BASED ON POLY-D, L-L... by M. V. Sorokoumova, N. V. Blagorazumnaya, V. A. Kompantsev, L. I. Shcherbakova, N. S. Zyablitseva, Yu. G. Medvetskaya, T. M. Vasina, K. A. Miroshnichenko

“…Validation assessment of the methods was carried out upon such indicators as specificity, linearity, detection limit, repeatability, reproducibility.Results. …”
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Optimization of Spoken Term Detection System by Chuanxu Wang, Pengyuan Zhang

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The Fruit Recognition and Evaluation Method Based on Multi-Model Collaboration by Mingzheng Huang, Dejin Chen, Dewang Feng

“…Finally, the classification results were optimized by the feature matching network. In the method, the detection model was based on YOLOv8, and the model was improved by introducing a TripletAttention structure and an Attention Mechanism-Based Feature Fusion (AFM) structure. …”
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Optimizing Selection of Brown Bear Hair for Noninvasive Genetic Analysis by Aaron J. Wirsing, Thomas P. Quinn, Jennifer R. Adams, Lisette P. Waits

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Research on Early Diagnosis Methods for Broiler Chicken Diseases Based on Swarm Intelligence Optimization Algorithms and Random Forest by X Peng, C Chen, L Yu, X Kong, B Sun

“…A baseline Random Forest (RF) model achieved 94.01% diagnostic accuracy for broiler diseases. To optimize performance, we developed RF_WOA_DBO-an integrated algorithm combining RF with enhanced Whale Optimization Algorithm (WOA) for global feature selection and modified Dung Beetle Optimizer (DBO) for local parameter tuning. …”
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Efficiency of Bacteriophage-Based Detection Methods for Non-Typhoidal <i>Salmonella</i> in Foods: A Systematic Review by Preeda Phothaworn, Chatruthai Meethai, Wanchat Sirisarn, Janet Yakubu Nale

“…This organic phage/bacterial interaction provides an invaluable tool that can potentially replace or complement existing <i>S. enterica</i> detection methods. Here, we explored work in this area and reviewed data from PubMed/MEDLINE, Embase, and ScienceDirect up to 4 November 2024. …”
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An Optimal Two-Step Approach for Defense Against Poisoning Attacks in Federated Learning by Yasir Ali, Kyung Hyun Han, Abdul Majeed, Joon S. Lim, Seong Oun Hwang

“…Nevertheless, these defense methods demonstrate sub-optimal performance in retaining benign local models while discarding poisoned local models, primarily due to inadequate filtering strategies. …”
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Forecasting Eruptions at Steamboat Geyser: Time Scales, Differentiability, and Detectability of Seismic Precursors Through Data‐Driven Methods by Alberto Ardid, Anna Barth, David Dempsey, Michael Manga, Shane J. Cronin

“…A template matching analysis identified an optimal 18‐hr window for detecting precursors. We applied a random forest to classify pre‐eruptive and non‐eruptive data for out‐of‐sample eruptions (eruptions that were not included in the model's training data), showing ability to distinguish between the two. …”
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Reconstruction and Separation Method of Ranging and Communication Phase in Beat-Note for Micro-Radian Phasemeter by Tao Yu, Hongyu Long, Ke Xue, Mingzhong Pan, Zhi Wang, Yunqing Liu

“…Targeting the application of the micro-radian phasemeter in space-based gravitational wave detection, this study presents the reconstruction and separation method of the ranging and communication phase in beat-note, which also provides a new direction for the final selection of modulation depth in the future.…”
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Cooperative sensing method considering malicious nodes in cognitive radio networks by Xiao-gang QI, Sheng-yu ZHENG, Li-fang LIU, Hui-fang WANG

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Method and application of stability prediction model for rock slope by Yun Qi, Chenhao Bai, Xuping Li, Hongfei Duan, Wei Wang, Qingjie Qi

“…Finally, the SHAP additive interpretation method is employed to elucidate the significance and contributions of features influencing the XGBoost model. …”
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Exploring the standardized detection and sampling methods of human nasal SARS-CoV-2 RBD IgA by Xuanxuan Zhang, Xuanxuan Zhang, Jizong Jia, Chaoying Hu, Chaoying Hu, Yulong Fu, Guanxing Liu, Yajing Li, Qian He, Qian He, Fan Gao, Fan Gao, Na Li, Lina Wang, Jianping Chu, Henggang Xu, Zhihao Fu, Zhihao Fu, Hui Zhao, Hui Zhao, Zhenglun Liang, Zhenglun Liang, Jingxin Li, Miao Xu, Miao Xu, Qunying Mao, Qunying Mao

“…However, a lack of standardized nasal antibody detection and sampling methods has hindered cross-study comparability and vaccine development.MethodsThis study uses SARS-CoV-2 as a model pathogen to standardize nasal antibody detection methods and sampling methods. …”
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Global and single-nucleotide resolution detection of 7-methylguanosine in RNA by Silvia D’Ambrosi, Raquel García-Vílchez, Darek Kedra, Patrice Vitali, Nuria Macias-Cámara, Laura Bárcena, Monika Gonzalez-Lopez, Ana M. Aransay, Sabine Dietmann, Antonio Hurtado, Sandra Blanco

“…Notably, compared to NaBH4-based methods, Bo-Seq enhances the m7G detection performance, and simplifies the detection process, eliminating the necessity for intricate chemical steps and reducing the protocol duration. …”
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A Multidimensional Parameter Dynamic Evolution-Based Airdrop Target Prediction Method Driven by Multiple Models by Xuesong Wang, Jiapeng Yin, Jianbing Li, Yongzhen Li

“…Additionally, under wind field detection errors, the linear prediction method demonstrates stronger robustness. …”
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Detection of Hedyotis corymbosa (L.) Lam. in traditional Chinese medicine Hedyotis diffusa Willd. with the Proofman-LMTIA method by Yongzhen Wang, Juan Tian, Dan Zhou, Deguo Wang, Bailing Yin

“…The repeatability and reliability were also assessed. The optimal reaction temperature of the Proofman-LMTIA method was 61 °C. …”
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Simulation Analysis of Near and Remote Field Pulse Eddy Current Composite Detection Method for Single-Metal Pipeline by Xiaomin Shen, Xiaoting Guo, Zihan Wang, Mingda Song, Wenguang Hu

“…Traditional electromagnetic non-destructive testing (NDT) methods like eddy current testing (ECT) face limitations in detecting deep defects due to the skin effect. …”
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DualPFL: A Dual Sparse Pruning Method with Efficient Federated Learning for Edge-Based Object Detection by Shijin Song, Sen Du, Yuefeng Song, Yongxin Zhu

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Method for Detecting Small Aerial Objects Appearing in Field of View in Controlled Part of Celestial Sphere in Infrared Range by F. G. Agayev, H. H. Asadov, G. V. Aliyeva

“… The article is devoted to the developed method of infrared detection of group remote high-temperature objects. …”
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An Unsupervised Remote Sensing Image Change Detection Method Based on RVMamba and Posterior Probability Space Change Vector by Jiaxin Song, Shuwen Yang, Yikun Li, Xiaojun Li

“…The experimental results on seven change detection datasets confirmed that the proposed method outperforms five state-of-the-art competitive CD methods.…”
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Detection of the thaumatin-like protein gene from Brassica rapa var. oleifera in honey with the Proofman-LMTIA method by Wei Yao, Dandan Xu, Dan Zhou, Jinxin Liu, Xiaohua Zhang, Yao Wang, Deguo Wang

“…The results showed that the Proof-man LMTIA method was highly specific with a detection sensitivity of 30-40 copies genomic DNA/reaction at the optimal temperature of 60°C, and the amplification could be completed within 20 min. …”
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