Preliminary investigation on predicting postoperative glioma recurrences based on a multiparametric radiomics model by Fang-Xiong Fu, Fang-Xiong Fu, Guo Li, Lan Hong, Wang-Sheng Chen

“…This study aimed to evaluate the performance of a magnetic resonance imaging (MRI)-based multiparametric radiomics model for the early prediction of postoperative recurrences.MethodsThe data from 60 patients who met the inclusion criteria between 2000 and 2021 were collected in this study. …”
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Fungi-Kcr: a language model for predicting lysine crotonylation in pathogenic fungal proteins by Yong-Zi Chen, Yong-Zi Chen, Xiaofeng Wang, Zhuo-Zhi Wang, Haixin Li, Haixin Li

“…The model integrates convolutional neural networks (CNN), gated recurrent units (GRU), and word embedding to effectively capture both local and long-range sequence dependencies.ResultsComprehensive evaluations, including ten-fold cross-validation and independent testing, demonstrate that Fungi-Kcr achieves superior predictive performance compared to conventional machine learning models. …”
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Design of and Experiment with a Dual-Arm Apple Harvesting Robot System by Wenlei Huang, Zhonghua Miao, Tao Wu, Zhengwei Guo, Wenkai Han, Tao Li

“…Finally, to improve collaboration efficiency, a multi-arm task planning method based on a genetic algorithm is used to optimize the target harvesting sequence for each arm. Field experiments were conducted in an orchard to evaluate the overall performance of the robot system. …”
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COVID-19 detection: Comparison and accuracy of several diagnostic tests by Mati Ullah, Muhammad Ibrar, Salah Uddin Khan, Habib Ullah, Nasir Ali Khan

“…We found that the Clustered regularly interspaced short palindromic sequence (CRISPR/Cas) detection has relatively higher efficiency, compared to all the other tests. …”
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DP-FWCA: A Prompt-Enhanced Model for Named Entity Recognition in Educational Domains by Zhenkai Qin, Dongze Wu, Jiajing He, Jingming Xie, Aimin Wei

“…Our approach integrates domain-adaptive prompting to direct attention toward critical educational semantics, BERT-based contextual embeddings for robust representation learning, multi-scale convolutional neural networks (CNNs) with gated feature fusion to capture fine-grained local features, bidirectional LSTM networks augmented with self-attention to model long-range dependencies, and conditional random fields (CRFs) for structured sequence labeling. Evaluations on the EduNER and MSRA datasets reveal that the DP-FWCA model achieves F1-scores of 87.72% and 95.12%. …”
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On the difference in defluoridation performance of interchanging polyvinyl alcohol coated layer in poly (piperazine-amide) composite membranes by Jhanvi Lakhani, Mayank Saxena, Amit Bhattacharya

“…The separation performances of triple-layer membranes were evaluated through pure water flux and defluoridation. …”
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On the Optimization of T6 Heat Treatment Parameters of a Secondary Al-Si-Cu-Mg Foundry Aluminum Alloy: A Microstructural and Mechanical Characterization by Mattia Merlin, Lorenzo Antonioli, Federico Bin, Cindy Morales, Chiara Soffritti

“…Thermal analysis (TA) and differential thermal analysis (DTA) were performed to monitor the solidification sequence of microstructural phases as well as their dissolution on heating according to the proposed solution heat treatments. …”
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Isolation and characterization of biosurfactant-producing microbes isolated from the gastrointestinal system of broiler birds fed a commercial diet by Ngavaite Chigede, Zedias Chikwambi, Irvin D. T. Mpofu, James Madzimure

“…We recommend endogenous biosurfactant production optimization experiments and in-vivo trials to evaluate the potential impacts of a biosurfactant based feed additive in broilers.…”
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A MapReduce-Based Parallel Frequent Pattern Growth Algorithm for Spatiotemporal Association Analysis of Mobile Trajectory Big Data by Dawen Xia, Xiaonan Lu, Huaqing Li, Wendong Wang, Yantao Li, Zili Zhang

“…More specifically, we first implement three methods, that is, Hadoop Archives (HAR), CombineFileInputFormat (CFIF), and Sequence Files (SF), to overcome the existing defects of Hadoop and then propose two strategies based on their performance evaluations. …”
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Predictive fatigue life modelling for aluminum alloys winder high temperature and shot peening interact by Allawi H. Alwin, Hatem Ksibi

“…Additionally, a mathematical model was developed, integrating the Stress – Number of cycles curve, loading sequence, temperature, and surface hardness from shot peening. …”
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Gait Perception via Actual and Estimated Pneumatic Physical Reservoir Output by Junyi Shen, Tetsuro Miyazaki, Swaninda Ghosh, Toshihiro Kawase, Kenji Kawashima

“…A core feature of the new model is the self‐estimation structure, wherein the outputs of the physical reservoir are mutually estimated. Experimental evaluations indicate that the SEPRC model outperforms traditional PRC in clustering time‐series reservoir output sequences with the same dimensionality. …”
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Isolation, characterization, and detection of antibacterial activity of a bioactive compound produced by marine Bacillus sp. MH20 from Suez Bay, Egypt by Ehab Aly Beltagy, Maha Abd El-Fattah Khali, Mohamed Ahmed El-Shenawy, Wagih Abd El-Fattah El-Shouny

“…MH20 using 16S rRNA sequencing, and deposited in GenBank with accession number KM374670. …”
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Bibliometrics and Visualization Analysis of Three Obligate Organohalide Respiring Bacteria Genera: A Systematic Review by Lisi Jiang, Zirui Yu, Jiaqi Qu, Xiaohan Xu, Zirui Liu, Wenyuan Li, Yang Zhang

“…The results show that research on these three bacterial genera has advanced in sequence since the initiation of studies in this field. …”
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Deep Reinforcement Learning Object Tracking Based on Actor-Double Critic Network by Jing Xin, Jianglei Zhou, Xinhong Hei, Pengyu Yue, Jia Zhao

“…Then, the designed double critic network is used to evaluate the action value, and the output double Q value is averaged to guide the actor network to optimize the tracking strategy. …”
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Image encryption scheme based on thorp shuffle and pseudo dequeue by Shengtao Geng, Danlei Guo, Xuncai Zhang, Yanfeng Wang, Ying Niu

“…On the basis of this key, a pseudorandom sequence is generated by the chaotic system and used for scrambling and diffusion operations. …”
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Viral coat proteins decrease the gene silencing activity of cognate and heterologous viral suppressors by Dóra Pinczés, Réka Sáray, Katalin Nemes, László Palkovics, Katalin Salánki

“…Furthermore, the VSRs were also evaluated in PTGS suppressor-deficient CMV mutant (CMV NVE/10–12/AAA) virus-infected plants. …”
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Inhibition of ISAV Membrane Fusion by a Peptide Derived from Its Fusion Protein by María Elena Tarnok, Lucía Caravia-Merlo, Constanza Cárdenas, Fanny Guzmán, Luis F. Aguilar

“…Additionally, the interaction of peptide 303 with lipid membranes was evaluated using fluorescence anisotropy measurements. …”
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An intelligent energy management strategy for an off‐road plug‐in hybrid electric tractor based on farm operation recognition by Amin Ghobadpour, Hossein Mousazadeh, Sousso Kelouwani, Nadjet Zioui, Mohsen Kandidayeni, Loïc Boulon

“…The performance of the proposed EMS has been evaluated based on three real‐world typical agricultural working cycles. …”
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Deformation Control of Shield Tunnels Affected by Staged Foundation Pit Excavation: Analytical Method and Case Study by Gang Wei, Yebo Zhou, Zhe Wang, Qiankan Wang, Chenyang Lu, Guohui Feng

“…To improve conventional 2D analysis methods, this study considers the influence of the actual construction sequence on tunnel deformation. A 3D analytical method for evaluating tunnel deformation and stress induced by foundation pit excavation is proposed, based on the image source method and the rotational dislocation-coordinated deformation model. …”
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Prediction of antigenic epitopes for coat protein of Potato virus Y, Egypt by Seham Abdel-Shafi, Ghaly Mohamed Farouk, Mohamed Taha, Khalid El-Dougdoug

“…Obtained antibodies were evaluated using Double antibody sandwich enzyme-linked immunosorbent assay (DAS-ELISA), and Immune Dot-Blot assay. …”
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