DETEСTION OF miRNA IN CHRONIC PERIODONTITIS CLINICAL STUDIES: A SYSTEMATIC REVIEW by K. Lazarieva, P. Skrypnykov, S. Shnaider, K. Udaltsova, V. Shynkevych, I. Kaidashev

“…The search for new mechanisms of pathogenesis leads to the selection of appropriate test substrates and research methods. …”
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StApneaNet: A Deep Learning-Based Automatic Sleep Stage Adaptive Apnea Detection Network Using Single Channel EEG Signal by Suvasish Saha, Shaikh Anowarul Fattah, Mohammad Saquib

“…A residual squeeze and excitation based channel attention mechanism is then applied to the output feature channels which are further processed through a bi-directional long short term memory (Bi-LSTM) layer along with a temporal attention block. …”
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A 3D lightweight network with Roberts edge enhancement model (LR-Net) for brain tumor segmentation by Qingxu Meng, Weijiang Wang, Hang Qi, Hua Dang, Minli Jia, Xiaohua Wang

“…Convolutional neural networks (CNNs) perform extremely well in processing local detailed features. However, there restricted receptive field renders them incapable of capturing global context information. …”
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Estimation of phytoplankton community composition from satellite data using a fuzzy and probabilistic combination model in mountainous reservoirs: A case of Huating Lake in spring... by Yixuan Qiu, Zhongya Fan, Huiyun Feng, Yutao Wang, Dan Li, Wencai Wang, Ruting Huang, Jingang Jiang

“…The [Chl-a] values obtained from these models were significantly correlated with the field data (R > 0.8). The optimal model was selected based on validation results. …”
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Lactylation associated biomarkers and immune infiltration in aortic dissection by Jianfeng Ye, Yuntao Fu, Yuanjia Ke, Huanting Liu, Sini Fang, Yumeng Lei, Ying Mao, Liqiu Yan, Youcheng Wang

“…Abstract Protein lactylation, a novel post-translational modification (PTM), has emerged as a critical factor in disease processes related to glycolysis and immune responses. …”
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Establishment of somatic embryogenesis regeneration system and transcriptome analysis of early somatic embryogenesis in litchi by Yaqi Qin, Bo Zhang, Shiqian Wang, Wuyan Guo, Zhike Zhang, Yonghua Qin, Jietang Zhao, Guibing Hu

“…Our results demonstrated that MS medium supplemented with 2.0 mg L−1 2,4-D was optimal for callus induction. For somatic embryo (SE) induction, MS medium containing 0.5 g L−1 activated charcoal (AC) was the most effective, while the use of zeatin (ZT) and thidiazuron (TDZ) resulted in abnormal somatic embryos. …”
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Effect of Exposure Environment and Calcium Source on the Biologically Induced Self-Healing Phenomenon in a Cement-Based Material by Deividi Gomes Maurente-Silva, João Vitor Bitencourt Borowski, Vanessa Giaretton Cappellesso, Marilene Henning Vainstein, Angela Borges Masuero, Denise Carpena Coitinho Dal Molin

“…This self-healing approach mechanism enables the matrix to autonomously close its own cracks over time. …”
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Machine Learning-Assisted Design of Doping Strategies for High-Voltage LiCoO₂: A Data-Driven Approach by Man Fang, Yutong Yao, Chao Pang, Xiehang Chen, Yutao Wei, Fan Zhou, Xiaokun Zhang, Yong Xiang

“…Furthermore, these combined models can be employed to search for materials with superior electrochemical performance and processing conditions. In the future, we aim to develop more accurate and efficient machine learning algorithms to explore the microscopic mechanisms affecting doped layered oxide cathode material design, thereby establishing new paradigms for the research of high-performance cathode materials for lithium batteries.…”
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Effects of Ammonium on Assimilate Translocation and Storage Root Growth in <i>Sushu16</i> in Root-Swelling Stage by Wenjing Yao, Rui Zhou, Qin Tan, Chun Zhuang, Wenqi Shao, Chuan Chen, Chuanzhe Li

“…Furthermore, we screened 34 significant DEGs involved in photosynthesis, starch biosynthetic processes, and hormone signal pathway in SRs by RNA-Seq. …”
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Gp350-targeted CAR-T therapy in EBV-positive Burkitt lymphoma: pre-clinical development of gp350 CAR-T by Jiajia Wang, Huiping Wang, Yangyang Ding, Nengneng Cao, Fengya Nan, Fan Wu, Cong Li, Xue Liang, Meng Xiao, Jinjing Guo, Zhimai Gao, Li Yan, Tielin Zhou, Yanli Li, Zhimin Zhai

“…Given the encouraging preclinical results, further research is warranted to optimize CAR-T cell production processes and extend the potential of this therapy to other EBV-associated malignancies, paving the way for improved outcomes in affected patient populations.…”
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Deterioration in the Quality of ‘Xuxiang’ Kiwifruit Pulp Caused by Frozen Storage: An Integrated Analysis Based on Phenotype, Color, Antioxidant Activity, and Flavor Compounds by Chenxu Zhao, Junpeng Niu, Wei Wang, Yebo Wang, Linlin Cheng, Yonghong Meng, Yurong Guo, Shujie Song

“…This study systematically elucidated, for the first time, the mechanism of quality deterioration in kiwifruit pulp during frozen storage, thereby providing theoretical support for enterprises to optimize pulp grading strategies and the timing of by-product development. …”
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The Effects of Red–Blue Light on the Growth and Astaxanthin Production of a <i>Haematococcus pluvialis</i> Strain Isolated from Southern Thailand by Tassnapa Wongsnansilp, Manoch Khamcharoen

“…Conversely, blue light contributes to photoprotective processes by accumulating protective pigments and enhancing the activity of protective enzymes; together, these mechanisms mitigate reactive oxygen species generated by blue light exposure. …”
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Integrative computational approaches identify haptoglobin inhibitors to modulate erythrocyte sedimentation rate in trauma-linked inflammatory and haematological malignancies by Abdulaziz H. Al Khzem, Shaban Ahmad

“…In this study, we performed an extensive screening of the DrugBank database against the human haptoglobin protein (PDB ID: 4X0L) using High-Throughput Virtual Screening (HTVS), Standard Precision and Extra Precision (XP) docking methods, followed by pose processing with Molecular Mechanics Generalised Born Surface Area (MM/GBSA) calculations. …”
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Bioinformatics analysis for immune hub genes in BLIS subtype of triple-negative breast cancer by Hend Adel, Manal Abdel Wahed, Heba M. Afify

“…Pathway enrichment analysis revealed significant dysregulation of immune-related processes. We constructed a protein–protein interaction (PPI) network with 36 genes and applied Density-Based Spatial Clustering of Applications with Noise (DBSCAN) in STRING with a high confidence threshold (0.900). …”
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Exploring multidimensional determinants of medication error reporting in China: a qualitative study using the theoretical domains framework by Hui Guo, Qian Guo, Xiuping Wang, Yonghong Liu, Ze Wang

“…These insights offer a roadmap for optimizing error reporting systems in hierarchical healthcare settings globally.…”
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Transforming energy for sustainability: The digital economy's role in reducing industrial hazards by Jianing Hou

“…While digital technology can enhance energy efficiency and optimize production processes, it also encounters challenges such as job displacement and resistance to change. …”
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Effect of Calcium Addition on Extracellular Enzymes and Soil Organic Carbon in Maize Rhizosphere Soils by Zhaoquan He, Xue Shang, Xiaoze Jin

“…This study examined the regulatory mechanism of calcium (Ca) amendment on the dynamics of soil organic carbon (SOC) fractions and extracellular enzyme activities, elucidating the role of Ca in soil carbon cycling processes. …”
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Coal gangue image recognition model based on improved U−Net and top coal caving control by Yong YUAN, Zhenghan QIN, Yongqi XIA, Rang WU, Libao LI, Yong LI

“…This model demonstrates a well-balanced compromise between segmentation accuracy and computational efficiency, thereby optimizing both precision and processing speed in practical scenarios. …”
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Facial Expression Recognition and Digital Images Infosecurity for Prevention Care System Application in Sudden Infant Death Syndrome Monitoring by Chih-Te Tsai, Chia-Hung Lin, Hsiang-Yueh Lai, Yu-En Cheng, Ping-Tzan Huang, Neng-Sheng Pai, Chien-Ming Li

“…The stochastic gradient descent (SGD) algorithm was employed to optimize the classifier&#x2019;s model parameters for further enhancing accuracy for the intended purposes. …”
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A Precise Detection Method for Tomato Fruit Ripeness and Picking Points in Complex Environments by Xinfa Wang, Xuan Wen, Yi Li, Chenfan Du, Duokuo Zhang, Chengxiu Sun, Bihua Chen

“…YOLO-TMPPD is structurally improved and algorithmically optimized based on the YOLOv8 baseline architecture. …”
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