TFF-Net: A Feature Fusion Graph Neural Network-Based Vehicle Type Recognition Approach for Low-Light Conditions by Huizhi Xu, Wenting Tan, Yamei Li, Yue Tian

“…These features are mapped as nodes to construct fully connected graph structures. …”
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Smart Forest Navigation System Using LoRa and Dynamic Pathfinding by Isha Nevatia, Vraj Chaudhary, M. Thurai Pandian

“…The system leverages Time of Arrival (ToA) measurements from LoRa nodes for long-range localization, enhanced through sensor fusion with Inertial Measurement Unit (IMU) data using an Extended Kalman Filter (EKF) on the user’s smartphone. …”
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A Distributed Multi-Robot Collaborative SLAM Method Based on Air–Ground Cross-Domain Cooperation by Peng Liu, Yuxuan Bi, Caixia Wang, Xiaojiao Jiang

“…This method constructs a multi-level, balanced pose subgraph based on the coupling degree of robot nodes. Then, it uses the minimization substitution function of non-trivial loss kernel optimization to gradually converge the distributed pose graph optimization problem to a first-order critical point, thereby significantly improving global pose estimation accuracy. …”
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Brokel: Towards enabling multi-level cloud elasticity on publish/subscribe brokers by Vinicius Facco Rodrigues, Ivam Guilherme Wendt, Rodrigo da Rosa Righi, Cristiano André da Costa, Jorge Luis Victória Barbosa, Antonio Marcos Alberti

“…Often brokers, or intermediaries nodes, combined with the publish/subscribe communication model represent one of the most used strategies to enable Internet of Things applications. …”
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The development of models of an analytical data processing system for monitoring information security of an informatization object using cloud infrastructure by V. A. Sizov, A. D. Kirov

“…The following particular criteria are used: the maximin criterion of the usefulness of the information support of ASOD for monitoring the information security of an informatization object in the cloud infrastructure; the criterion for the maximum relevance of information support distributed over the nodes of the cloud infrastructure for systems with a low degree of centralization of management.…”
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Class I PI3K regulatory subunits control differentiation of dendritic cell subsets and regulate Flt3L mediated signal transduction by Keyur Thummar, Chozha Vendan Rathinam

“…On the other hand, DC numbers in the bone marrow (BM), thymus and lymph nodes were decreased in p85 mutant mice. Analysis of DC-specific progenitors and precursors indicated increased numbers in the BM and spleen of p85 deficient mice. …”
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LDAGM: prediction lncRNA-disease asociations by graph convolutional auto-encoder and multilayer perceptron based on multi-view heterogeneous networks by Bing Zhang, Haoyu Wang, Chao Ma, Hai Huang, Zhou Fang, Jiaxing Qu

“…The method first extracts the functional similarity and Gaussian interaction profile kernel similarity of lncRNAs and miRNAs, as well as the semantic similarity and Gaussian interaction profile kernel similarity of diseases. …”
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An Autopsy Case of Rapidly Aggravated Clostridium perfringens Septicemia with Colorectal Cancer by Risako Kohya, Taichi Murai, Yudai Taguchi, Kyohei Sawai, Masaya Takehara, Masahiro Nagahama, Kazufumi Itaya, Yuta Koike, Ayana Endo, Yuji Ono, Atsushi Nagasaka, Shuji Nishikawa, Michio Nakamura

“…This report presents a case of a 60-year-old man who was diagnosed with ascending colon cancer with metastases of the lymph nodes and multiple liver metastases. Three days before the introduction of the first chemotherapy, he visited our hospital due to high fever. …”
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B-mode and contrast-enhanced ultrasonography for intestinal assessment in dogs: A review by Iago Martins Oliveira, Wanessa Patrícia Rodrigues da Silva, Naida Cristina Borges

“…B-mode USG allows the thickness and stratification of the intestinal wall, motility and adjacent structures such as lymph nodes and peritoneum to be examined. Reference values for intestinal wall thickness in dogs have been established based on body weight. …”
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Enhancing Unmanned Aerial Vehicle Object Detection via Tensor Decompositions and Positive–Negative Momentum Optimizers by Ruslan Abdulkadirov, Pavel Lyakhov, Denis Butusov, Nikolay Nagornov, Dmitry Reznikov, Anatoly Bobrov, Diana Kalita

“…The convolutional layer factorization reduces the shapes and accelerates the computations at kernel nodes in the proposed deep learning models. The advanced optimization algorithms achieve the global minimum of loss functions, which makes the precision and recall metrics superior to the ones for their known counterparts. …”
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Atypical Presentation of Kikuchi-Fujimoto Disease: Diagnostic Challenges in a Case of Persistent Cervical Lymphadenopathy with Acute Onset Quadriplegia by Ahmed AA, Abdullahi IM, Ibrahim IG

“…Histopathology showed classical changes in histiocytic necrotizing lymphadenitis in the lymph nodes with no evidence of either tuberculosis or neoplasm. …”
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LIVER INVOLVEMENT IN ACUTE MYELOID LEUKEMIA: A CASE REPORT by Nida Akgül, Ali Doğan, Cihan Ural, Ramazan İpek

“…The most common sites of involvement are soft tissues, bone, periosteum, and lymph nodes. Patients with extramedullary involvement may exhibit a more aggressive clinical course. …”
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KAN-Based Tool Wear Modeling with Adaptive Complexity and Symbolic Interpretability in CNC Turning Processes by Zhongyuan Che, Chong Peng, Jikun Wang, Rui Zhang, Chi Wang, Xinyu Sun

“…Theoretical analyses, grounded in the Kolmogorov–Arnold representation theorem and Cybenko’s theorem, explain KANs’ ability to approximate complex functions with fewer nodes. The experimental results demonstrate that KANs exhibit two key advantages: (1) superior accuracy with fewer parameters compared to traditional MLPs, and (2) the ability to generate white-box mathematical expressions. …”
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Development and validation of a predictive nomogram for postoperative upper limb lymphedema in breast cancer patients: a retrospective cohort study by Xuemei Luo, Jianrui Ye, Ting Xiao, Hu Jun, Tao Yi

“…In the multivariate analysis, age, body mass index (BMI), education level, hypertension, TNM stage, menopausal status, marital status, tumor diameter, number of lymph nodes dissected, postoperative radiotherapy, postoperative complications, and functional exercise were identified as independent predictors of lymphedema. …”
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Cynaroside ameliorates TNBS-induced colitis by inhibiting intestinal epithelial cell apoptosis via the PI3K/AKT signalling pathway by Ju Huang, Ju Huang, Jing Li, Jing Li, Zhijun Geng, Zhijun Geng, Lixia Yin, Lixia Yin, Minzhu Niu, Qingqing Li, Qingqing Li, Xinyue Liu, Xinke Cheng, Xiaofeng Zhang, Xue Song, Xue Song, Yueyue Wang, Yueyue Wang, Lian Wang, Lugen Zuo, Jianguo Hu, Jianguo Hu

“…Additionally, the Cyn intervention group showed significant improvements in both the intestinal barrier structure (elevated tight junction protein levels and proper localization) and function (reduced serum FD4 levels, increased intestinal TEER, and decreased bacterial translocation rates in mesenteric lymph nodes [MLNs] and livers). …”
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A diet rich in fibre and vegetable protein during gestation and lactation shapes maternal immunity, intestinal microbiota and lipid metabolismResearch in context by Karla Rio-Aige, Marta Selma-Royo, Malén Massot-Cladera, Amandine Everard, Margarida Castell, María José Rodríguez-Lagunas, María Carmen Collado, Francisco José Pérez-Cano

“…D1 also influenced the cecal microbiota composition, impacting its functions such as the production of short-chain fatty acids in the caecum. …”
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Delayed Recovery After Exercise-Induced Pain in People with Chronic Widespread Muscle Pain Related to Cortical Connectivity by Mark D. Bishop, Meryl J. Alappattu, Priyanka Rana, Roland Staud, Jeff Boissoneault, Shelby Blaes, Yonah Joffe, Michael E. Robinson

“…Associations of pain variables with the functional connectivity of the sensorimotor (SMN), cerebellum, frontoparietal control (FPN), and default mode network (DMN) both within network nodes and the rest of the brain was assessed. …”
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Genome-Wide Identification and Evolutionary Analysis of <i>Ionotropic Receptors</i> Gene Family: Insights into Olfaction Ability Evolution and Antennal Expression Patterns in <i>Or... by Wen-Qi Yang, Ge Ding, Lin-Lin Wang, Chi-Jie Yin, Hai-Yue Wu, Hua-Bin Zhang, Qiu-Ning Liu, Sen-Hao Jiang, Bo-Ping Tang, Gang Wang, Dai-Zhen Zhang

“…These findings lay a foundation for further investigations and elucidate the functional roles of olfactory receptor genes in crustaceans.…”
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Bioinformatic Analysis of Transcriptomic Data Reveals Novel Key Genes Regulating Osteogenic Differentiation of Human Adipose Stem Cells by Jinluo Cheng, Xinyuan Zhao, Juan Liu, Li Cui, Yanfeng Zhu, Xiaoqing Yuan, Jianbo Gao, Yunfeng Du, Xinmin Yan, Shen Hu

“…A total of three subnetworks and 20 central nodes were identified by the protein-protein interaction analysis. …”
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Brain metabolic response to repetitive transcranial magnetic stimulation to lesion network in cervical dystonia by Aleksi Kokkonen, Daniel T. Corp, Juho Aaltonen, Jussi Hirvonen, Anna K. Kirjavainen, Johan Rajander, Juho Joutsa

“…Conclusions: Our results provide further evidence of abnormal sensory system function in CD and show that a single session of S1 cTBS is sufficient to induce measurable changes in brain glucose metabolism. …”
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