Hub Genes PRPF19 and PPIB: Molecular Pathways and Potential Biomarkers in COPD by Zhao J, Ge X, Li H, Jing G, Ma W, Fan Y, Chen J, Zhao Z, Hou J

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Rapid Detection of Synthetic Cannabinoids in E-Cigarette Liquids Based on Miniature Ion Trap Mass Spectrometry by Ya-jin HE, Hui-wen RUAN, Ming-jian ZHANG, Wu-duo ZHAO, Gui-yun SONG, Ke ZHANG, Bing WANG, Suo-suo YANG, Jian KANG, Bin LI, Shuang WANG, Wei-guo WANG

“…Furthermore, matrix residues were found to cause severe contamination of the mass spectrometry instrument, resulting in an extended instrument recovery time of up to 360 min following contamination. To address this issue, a micro-heating desorption pre-separation module was proposed to achieve pre-separation of synthetic cannabinoids and e-cigarette liquid matrix components by exploiting the boiling point difference between them. …”
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SolarSegNet: A multimodal frequency-aware network for photovoltaic power stations extraction using Sentinel-1 and Sentinel-2 images in coastal China by Fangxiong Wang, Zhiying Liao, Yingzi Hou, Zhenqi Cui, Yiqi Wang, Jiachen Gong, Haomiao Yu, Junfu Wang, Yuanyi Zhu, Qiao Yu, Jianfeng Zhu

“…SolarSegNet consists of three modules: The adaptive depth separable (ADS) module for local detailed feature extraction, the global-local awareness block (GLAB) for capturing global context, and the adaptive high-frequency awareness block (AHFAB) to mitigate cloud interference. …”
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On Control Synthesis of Hydraulic Servomechanisms in Flight Controls Applications by Ioan Ursu, Daniela Enciu, Adrian Toader

“…The first one outlines a classical theory, from the 1950s–1970s, of the analysis of nonlinear automatic systems and namely the issue of absolute stability. The uninformed public may be misled by the adjective “absolute”. …”
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Reliable unmanned aerial vehicle-based thermal infrared target detection method for monitoring Procapra przewalskii in Qinghai by Guoqing Zhang, Wei Luo, Yongxiang Zhao, Quanqin Shao, Lin Li, Keyu Mei, Guohong Li

“…Furthermore, the VoVGSCSP module refines the model's neck architecture by effectively merging the feature maps across various stages, reducing computational demands without sacrificing detection precision. …”
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Evaluation and Improvement of Generalization Performance of SAR Ship Recognition Algorithms by Chi Zhang, Xi Zhang, Jie Zhang, Gui Gao, Yongshou Dai, Genwang Liu, Yongjun Jia, Xiaochen Wang, Yi Zhang, Meng Bao

“…The method includes two modules: 1) pretraining module and 2) fine-tuning module. …”
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YOLOv8-GABNet: An Enhanced Lightweight Network for the High-Precision Recognition of Citrus Diseases and Nutrient Deficiencies by Qiufang Dai, Yungao Xiao, Shilei Lv, Shuran Song, Xiuyun Xue, Shiyao Liang, Ying Huang, Zhen Li

“…Existing deep learning models for detecting citrus diseases and nutritional deficiencies grapple with issues related to recognition accuracy, complex backgrounds, occlusions, and the need for lightweight architecture. …”
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Multistage Convolutional Neural Network With Deformable Attention for Word-Level Offline Text-Independent Writer Identification by Manabu Okawa

“…We then improve the model’s ability to interpret and classify handwriting effectively by incorporating the insights of forensic document examiners through the use of a deformable attention module. The experimental validation on four public datasets, namely, IAM, CVL, Firemaker, and CERUG-EN, confirmed the effectiveness of the proposed method.…”
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TDQE：a quality evaluation method for text data in deep learning by LUO Chunxu, XIONG Haixu, YE Yazhen, DING Yan, ZONG Shize, XIONG Yun, ZHU Yangyong

“…Text data quality is an important factor affecting the performance of language models. and its evaluation methodology is considered decisive for model training effectiveness. To address the issues of high computational costs and incomplete evaluation metrics in existing text data quality assessment methods, a deep learning-oriented text data quality evaluation (TDQE) method was proposed. …”
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L’identité professionnelle de futurs enseignants de l’école primaire au prisme des langues-cultures by Séverine Behra, Agathe Chassard, Hélène Erikson, Églantine Guely Costa, Dominique Macaire, Kossi Seto Yibokou

“…The professional identity of teachers of (foreign) languages and cultures deserves to be considered in the light of diverse multilingual and societal contexts, as well as the issues linked to every student’s academic achievement, as suggested by recent international reports (OECD, 2022).Our study is based on the end-of-module assessment of language didactics students in the first year of a master’s degree in primary education (in France). …”
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Teaching Critical Thinking in Sport Sociology by Conor Heffernan

“…The assignment had two main objectives: to challenge students to engage meaningfully with academic research and apply it to real-world situations by simulating real-world conditions and to help students consider the limitations of ChatGPT when handling real-world scenarios. Despite some issues that arose during the module, student feedback and coursework indicated that this approach was engaging, fun, and creative for students. …”
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ICRL: independent causality representation learning for domain generalization by Liwen Xu, Yuxuan Shao

“…In this work, we design three independent feature modules using GAN variants (GAN, WGAN, and WGAN-GP) and select the best-performing WGAN module to integrate into the existing causal model framework, constructing an independent causal relationship learning (ICRL) model. …”
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Two-Dimensional Code Based Spatiotemporal Modeling and Its Application in Object Tracing by Yanghua Gao, Zhihua Zhang, Huanwen Wang, Hailiang Lu

“…Space-time consistency is of great importance for mapping things from physical world to cyber world, which could be one of the fundamental issues in constructing cyber-physical system (CPS). …”
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Study and Development of Photovoltaic Air Conditioning System by Chen Xuemei, Wang Ruzhu, Li Yong

“…On the other hand, the investments of PV air conditioning system have been decreased significantly due to the price drop of PV modules, the profit from the PV system and the reduction of total necessary PV module areas. …”
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Integrated Urban Design Methodology of “Planning-Construction-Management” and Intelligent Management and Control Based on Teaching Reproduction Robot by Haipeng Wang

“…Among them, the management and control cover the design control, the quality supervision, the schedule control module, the safety control, the video monitoring, and the facility movement control. …”
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Electrostatic Field Effect Light-Emitting Diode by Matthew Hartensveld, Bryan Melanson, Jing Zhang

“…Gallium Nitride (GaN) based light-emitting diodes (LEDs) suffer from the persistent issue of high resistivity of the p-type layer, due to inefficient dopant activation at room temperature. …”
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CP-QRRT*: A Path Planning Algorithm for Hyper-Redundant Manipulators Considering Joint Angle Constraints by Tianya Wang, Guoliang Ma, Lisong Xu, Rui Yu

“…Finally, a constraint module designed based on the maximum joint angle constraints of the HRM is implemented to limit the path deflection angles. …”
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Cross-Subject Emotion Recognition with CT-ELCAN: Leveraging Cross-Modal Transformer and Enhanced Learning-Classify Adversarial Network by Ping Li, Ao Li, Xinhui Li, Zhao Lv

“…By combining a cross-modal Transformer with ELCAN, a feature alignment module using adversarial training, CT-ELCAN learns modality- and subject-invariant emotional representations. …”
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Identification of sweetpotato virus disease-infected leaves from field images using deep learning by Ziyu Ding, Fanguo Zeng, Haifeng Li, Jianyu Zheng, Junzhi Chen, Biao Chen, Wenshan Zhong, Xuantian Li, Zhangying Wang, Lifei Huang, Xuejun Yue, Xuejun Yue

“…This study employs a deep learning-based semantic segmentation network, DeepLabV3+, integrated with an Attention Pyramid Fusion (APF) module. The APF module combines a channel attention mechanism with multi-scale feature fusion to enhance the model’s performance in disease pixel segmentation. …”
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THE HISTORICAL PATH OF FORENSIC MEDICINE: FROM LAW TO MEDICINE, FROM MEDICINE TO HIGH TECHNOLOGY by Irina L. Levina, Leonid N. Korol

“…In the structure of the discipline (module) “Forensic Medicine and forensic psychiatry” for students majoring in 40.05.02 – law enforcement, very little time is devoted to the history of forensic medicine, which at all stages of its development is closely connected with the history of law and the development of the world judicial and legal system. …”
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