User Influence, Hashtag Trends, and Engagement Patterns: Analyzing Social Media Network Dynamics in Tourism Using Graph Analytics by Mohammad Abul Basher Rasel, MD Rahimul Islam, Pritam Chandra Das, Sushant Saini

“…This study aims to reveal the structural function of core users, development of hashtags, and interaction patterns that construct tourism discourses. Using NodeXL 2024 for social network visualization and clustering analysis, this study measures centrality, modularity, and geodesic distances for influential user detection, topical dissemination, and engagement pattern identification. …”
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A deep learning framework for predicting disease-gene associations with functional modules and graph augmentation by Xianghu Jia, Weiwen Luo, Jiaqi Li, Jieqi Xing, Hongjie Sun, Shunyao Wu, Xiaoquan Su

“…Subsequently, a graph neural network is constructed to learn node representations by collectively aggregating information from topological structure, and gene prioritization is carried out by the disease and gene embeddings obtained from the graph neural network. …”
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Activity dependent degeneration explains hub vulnerability in Alzheimer's disease. by Willem de Haan, Katherine Mott, Elisabeth C W van Straaten, Philip Scheltens, Cornelis J Stam

“…The insight that neuronal activity might play a causal role in Alzheimer's disease can have implications for early detection and interventional strategies.…”
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Optimal Allocation of SVG Considering Voltage Mitigation of DG Grid-connected Inverter and APF by Jing XU, Shuya TIAN, Tiejun ZHAO, Xiaogang GAO, Ju YE, Lingyan BU, Wenmiao LIU

“…To solve the voltage deviation problem caused by the high penetration of distributed generation (DG) in the distribution networks, a strategy is proposed for optimal allocation of static var generator (SVG) with consideration of voltage mitigation of DG grid-connected inverter (GCIN) and voltage detection based active power filter (VDAPF). …”
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FDG PET/CT AND PSMA PET/CT IN MUSCULOSKELETAL SOFT TISSUE SARCOMAS by Ellen Nogueira Lima, Thaisa Ramos Freire, Mayara Branco E. Silva, Natalia Tobar Toledo Prudente Silva, Thiago Alves, Allan Santos, Mariana Lima, José Carvalheira, Mauricio Etchebehere, Elba Etchebehere

“…SUVmax values were obtained in both studies of the primary STS lesion, locoregional lymph node metastases (LRLNs), distant lymph node metastases (DLNs), and bone metastases. …”
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MHCLSyn: Multi-View Hypergraph Contrastive Learning for Synergistic Drug Combination Prediction by Lei Li, Guodong Lü, Chunhou Zheng, Renyong Lin, Yansen Su

“…After that, the representations of nodes indicating drug-drug-cell line triplets are inputted to fully connected network for making predictions. …”
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Research on 3D Path Optimization for an Inspection Micro-Robot in Oil-Immersed Transformers Based on a Hybrid Algorithm by Junji Feng, Xinghua Liu, Hongxin Ji, Chun He, Liqing Liu

“…This integrated strategy ensures robust circumvention of complex 3D obstacles while maintaining path efficiency. …”
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Primary hepatic neuroendocrine carcinoma diagnosed by needle biopsy: a case report by Yusuke Seki, Hiroki Sakata, Toshimasa Uekusa, Hirokazu Momose, Satomi Yoneyama, Akio Hidemura, Yusuke Tajima, Hiroyuki Suzuki, Masahiro Ishimaru

“…More cases need to be studied to establish the best treatment strategy for primary hepatic NEC.…”
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Clinical TNM Lung Cancer Staging: A Diagnostic Algorithm with a Pictorial Review by Ivana Kuhtić, Tinamarel Mandić Paulić, Lucija Kovačević, Sonja Badovinac, Marko Jakopović, Margareta Dobrenić, Maja Hrabak-Paar

“…The assessment of its clinical TNM staging primarily relies on contrast-enhanced computed tomography (CT) of the thorax and proximal abdomen, sometimes with the addition of positron emission tomography/CT scans, mainly for better evaluation of mediastinal lymph node involvement and detection of distant metastases. …”
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Network analysis of depression emotion suppression digital burnout and protective psychological factors by Yuting Zhan, Xu Ding

“…The average predictability of nodes was 39.5%, ranging from 23.8% for cognitive reappraisal to 74.4% for depression. …”
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VisGraphVar: A benchmark generator for Assessing Variability in Graph Analysis Using Large Vision-Language Models by Camilo Chacon Sartori, Christian Blum, Filippo Bistaffa

“…We use VisGraphVar to produce 990 graph images and evaluate six LVLMs, employing two distinct prompting strategies, namely zero-shot and chain-of-thought. The findings demonstrate that variations in visual attributes of images (e.g., node labeling and layout) and the deliberate inclusion of visual imperfections, such as overlapping nodes, significantly affect model performance. …”
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Prevalence of Leishmania infection in refugee camps: A serological and molecular study in Gambella and Benishangul-Gumuz, Ethiopia. by Habtamu Belay, Adugna Abera, Esayas Aklilu, Bortola Abdisa, Mahlet Belachew, Heven Sime, Myrthe Pareyn, Tesfahun Bishaw, Saskia van Henten, Johan van Griensven, Geremew Tasew, Berhanu Erko

“…This study aims to determine the prevalence of Leishmania infection in refugee camps in Benishangul Gumuz and Gambella regions to improve VL detection and guide effective control strategies in humanitarian settings.…”
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Increasing Coverage in Wireless Sensor Networks by Minimizing Displacements Using a Greedy Method based on Nodesâ Location and Neighborhood by Yaser Mehregan, Keyvan Mohebbi

“…One of the major challenges for network design is to determine the location strategy of the sensors so that the deployed nodes can cover as many regions as possible. …”
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Reliable Low-Latency Multicasting in MANET: A DTN7-Driven Pub/Sub Framework Optimizing Delivery Rate and Throughput by Xinwei Liu, Satoshi Fujita

“…In such networks, efficient information dissemination is critical, particularly in scenarios where an event detected by one node must be reliably communicated to a designated subset of nodes. …”
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TriageHD: A Hyper-Dimensional Learning-to-Rank Framework for Dynamic Micro-Segmentation in Zero-Trust Network Security by Ryozo Masukawa, Sanggeon Yun, Sungheon Jeong, Nathaniel D. Bastian, Mohsen Imani

“…Network security faces major challenges from sophisticated cyber attacks that exploit lateral movement and evade traditional network intrusion detection mechanisms. To address these challenges, micro-segmentation has proven to be an effective defense strategy for isolating network components and limiting breach propagation. …”
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circPTN Promotes the Progression of Non-Small Cell Lung Cancer through Upregulation of E2F2 by Sponging miR-432-5p by Jiayuan Su, Jinrong Zhou, Yachan Feng, Haojie Zhang, Xinyu Zhang, Xiaorong Zhao, Yong Li, Xueling Guo

“…Quantitative real-time polymerase chain reaction (qRT-PCR) and Western blotting (WB) analysis were used to detect gene and protein expression, respectively. …”
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Diagnosis, Prognosis, and Treatment of Triple-Negative Breast Cancer: A Review by Jie H, Ma W, Huang C

“…Prognostic evaluation requires a combination of clinicopathologic features (tumor size, lymph node metastasis, tumor-to-stroma ratio), molecular characteristics (BRCA mutation, PD-L1 expression), and prognostic scoring systems. …”
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Successful multidisciplinary treatment including repeated metastasectomy for recurrent squamous cell esophageal carcinoma: a case report by Kosuke Hirose, Hiroshi Saeki, Yuichiro Nakashima, Tomohiro Kamori, Yoshiaki Fujimoto, Tetsuro Kawazoe, Hiroya Matsuoka, Yasuhiro Haruta, Shun Sasaki, Tomoko Jogo, Qingjiang Hu, Yasuo Tsuda, Koji Ando, Eiji Oki, Ryuzo Hiratsuka, Yoshinao Oda, Masaki Mori

“…Multiple mediastinal and abdominal lymph node (LN) metastases were detected in the right lung a year later, which necessitated chemoradiation to a dose of 50.4 Gy with concomitant CDDP and 5-FU. …”
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Laparoscopic ileo-transverse bypass may contribute to achieving curative resection for locally advanced right colon cancer: a case report by Shunsuke Tabe, Toru Tonooka, Isamu Hoshino, Nobuhiro Takiguchi, Hiroaki Soda, Hisashi Gunji, Yoshihiro Nabeya, Masayuki Ohtsuka

“…Abstract Background The strategy for treating obstructive colon cancers with metastatic lesions remains unclear. …”
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Induction chemotherapy and hepatic artery embolization followed by extended resection for locally advanced gallbladder cancer: a case report by Chisato Takagi, Michio Sato, Masato Tomita, Atsushi Sugita, Toshiki Tokuda, Koki Fujiwara, Nobutoshi Ando

“…However, only a few well-designed studies have verified the benefits of these preoperative strategies. Case presentation A 62-year-old male patient presented to our department with a gallbladder tumor detected on abdominal ultrasound during an annual medical checkup. …”
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