Atypical automatic processing of interoceptive information in adolescents with alexithymia by Lorenz Rapp, Sandra A. Mai-Lippold, Eleana Georgiou, Olga Pollatos

“…Limitations: Generalizability to adults is limited due to ongoing emotional and interoceptive network maturation in adolescents. HEP is only an indirect marker for interoceptive processes; therefore, no causality can be implied. …”
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Hybrid Optimization based on Deep Learning Approach for Short-Term Load Forecast of Electricity Demand in Buildings by Charan Sekhar Makula, Ratna Dahiya

“…The present work employs the Bilateral Long Short-Term Memory (BiLSTM) network-based DL technique because the BiLSTM technique has an exceptional ability to manage nonlinear interactions in data and learn the temporal dependencies. …”
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Identification of new genes regulating nodule development in Medicago truncatula: an in-silico approach by Mahboobeh Azarakhsh, Sara Eslami, Maryam Moghadas, Zahra Ataei

“…Among plants, legumes have the ability to fix nitrogen through symbiotic interaction with a specific group of bacteria called rhizobia. …”
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Social context in political stance detection: Impact and extrapolation. by Ramon Villa-Cox, Evan M Williams, Kathleen M Carley

“…We construct transformer-based user and tweet encoders to embed users in a low-dimensional space using their posts and interactions. We then train heterogeneous graph attention networks to predict user stances and contrast their ability to extrapolate stance predictions to different country contexts and to future events. …”
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The effect of chloroquine on cervical cancer via the PI3K/AKT/MDM2 pathway by Dandan Xu, Chenyang Hou, Jianliang Chang, Shuaibo Yang, Zhicong Yang, Zelong Yuan, Jingqi Li, Shuqin Liu, Yaqun Liu, Yingpeng Su, Peng Gao, Xiaojuan Liu

“…A protein–protein interaction (PPI) network was constructed to screen for key targets. …”
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Key Characteristics of Digital Ecosystems in Politics by A. A. Frolov, A. V. Sokolov, D. V. Egorov

“…Conclusions are drawn about the ability of digital ecosystems to perform an intermediary function in the process of interaction between authorities and citizens, coordination of their opinions and priorities, and decisionmaking. …”
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Identification and validation of key extracellular proteins as the potential biomarkers in diabetic nephropathy by Wei Pan, Qiankun Zhang, Xiaohua Gong, Wenjun Wu, Qi Zhou

“…Functional enrichment analyses, including Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses, were performed on these EP-DEGs. A protein–protein interaction (PPI) network was established to identify key EP-DEGs. …”
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Exploring the Shared Genetic Characteristics of Peri-Implantitis and Osteoporosis: A Transcriptomic Analysis Perspective by Churen Zhang, Feixiang Wang, Jianguo Ke, Cuihong Lin, Xiaohua Zeng, Qiuyan Yang, Qiaoling Cai

“…Furthermore, our miRNA–mRNA interaction network analysis suggested complex regulatory mechanisms related to the hub genes. …”
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In-depth exploration and application of fracturing construction curves in fractured tight sandstone reservoirs of the Tarim Basin by Mingjin Cai, Haofei Zhang, Haofei Zhang, Jianli Qiang, Zhimin Wang, Guoqing Yin, Chaoqun Xie, Chaoqun Xie, Keyou Chen, Keyou Chen, Haojiang Xi, Haojiang Xi

“…Field case studies indicate that: (1) the ability of artificial fractures to activate natural fractures and form complex fractures is closely related to net pressure; (2) when the net pressure curve exhibits periodic trends, natural fractures within the reservoir may branch and redirect, forming more complex multi-stage fractures; (3) a higher complex fracture network index post-fracturing corresponds to a higher unimpeded flow capacity, indicating better production enhancement effects. …”
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N-way parametric frequency beamsplitter for quantum photonics by Richard Oliver, Miri Blau, Chaitali Joshi, Xingchen Ji, Ricardo Gutiérrez-Jáuregui, Ana Asenjo-Garcia, Michal Lipson, Alexander L. Gaeta

“…Optical networks are the leading platform for the transfer of information due to their low loss and ability to scale to many information channels using optical frequency modes. …”
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Text2SQL Business Intelligence System Based on Retrieval‐Augmented Generation (RAG) by Jie Liu, Shiwei Chu

“…It leverages the BERT (Bidirectional Encoder Representations from Transformers) model for vectorized retrieval, Generative Pretrained Transformer 4 (GPT‐4) for query generation, and Graph Neural Networks (GNNs) for modeling database structures. User interaction and feedback mechanisms further refine semantic understanding and query accuracy. …”
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Bismuthyl chloride/poly(m-toluidine) nanocomposite seeded on poly-1H pyrrole: Photocathode for green hydrogen generation by Alnuwaiser Maha Abdallah, Rabia Mohamed, Elsayed Asmaa M.

“…X-Ray photoelectron spectroscopy analysis confirms the formation of bismuth oxide intercalated within the polymer network through a chemical reaction, resulting in the creation of bismuth oxide chloride (BiOCl). …”
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Friedelin induces apoptosis in oral cancer: Insights from in vitro and in silico studies by Ramya Sekar, Monisha Prasad, Manikandan Alagumuthu

“…The regulation of Friedelin on apoptosis was validated through gene expression analysis. Results: Network analysis identified Friedelin's critical interactions with apoptotic regulators. …”
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Thymidine Kinase 1 Expression Correlates with Tumor Aggressiveness and Metastatic Potential in OSCC by Chia-Jung Lee, Pei-Wen Peng, Chia-Yu Wu, Tsung-Ming Chang, Ju-Fang Liu, Kuan-Chou Lin

“…Differentially expressed genes (DEGs) were identified and subjected to functional enrichment, protein–protein interaction (PPI) network construction, and hub gene ranking using Cytoscape. …”
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Construction of an immune prediction model for osteosarcoma based on coagulation-related genes by Ye Jiang, Huiqi Yuan, Yongping Cao

“…To understand the underlying processes, functional studies such as GO, KEGG, and protein-protein interaction (PPI) network analysis were used. Prognostic risk models were built using the LASSO technique and multivariate Cox regression analysis. …”
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Key wound healing genes as diagnostic biomarkers and therapeutic targets in uterine corpus endometrial carcinoma: an integrated in silico and in vitro study by Fuchuan Jiang, Sajjad Ahmad, Sadia kanwal, Yasir Hameed, Qian Tang

“…Results Seventy wound healing-associated genes were extracted from the Gene Ontology (GO) database, and a protein-protein interaction (PPI) network was constructed using the STRING database. …”
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Complex-Scene SAR Aircraft Recognition Combining Attention Mechanism and Inner Convolution Operator by Wansi Liu, Huan Wang, Jiapeng Duan, Lixiang Cao, Teng Feng, Xiaomin Tian

“…By integrating the MTCN module and involution, performance is enhanced. The Multi-TASP-Conv network (MTCN) module aims to effectively extract low-level semantic and spatial information using a shared lightweight attention gate structure to achieve cross-dimensional interaction between “channels and space” with very few parameters, capturing the dependencies among multiple dimensions and improving feature representation ability. …”
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Satellite Image Time-Series Classification with Inception-Enhanced Temporal Attention Encoder by Zheng Zhang, Weixiong Zhang, Yu Meng, Zhitao Zhao, Ping Tang, Hongyi Li

“…In this study, we propose a one-branch IncepTAE network to extract local and global hybrid temporal attention simultaneously and congruously for fine-grained satellite image time series (SITS) classification. …”
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PSYCHO-SOCIAL CONGRUENCES BETWEEN RESILIENCE AND SOLITUDE by HARAZ Svetlana, SIMION Simion Dănuț

“…How we develop our individual psychological resilience is determined by a multitude of factors: our ability to adapt to change, accept change and continue to interact positively socially, by the individual tools we use in adverse situations, by social support network, contextual social factors, etc. …”
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Closed‐Loop Recyclable and Extrusion Reprocessable Thermosets Enabled by Guanylthiourea Structure by Zhen Yu, Yanlin Liu, Xiangyu Zhou, Yajin Fang, Zhaobin Tang, Jin Zhu, Junping Zhang

“…The dual dissociative dynamic exchange reaction of guanamine urea and thiourea, combined with non‐covalent hydrogen bonding interactions, endows the network with rapid relaxation ability. …”
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