A Complex Network of MicroRNAs Expressed in Brain and Genes Associated with Amyotrophic Lateral Sclerosis by Santosh Shinde, Neelima Arora, Utpal Bhadra

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Comprehensive Evaluation Method of Teaching Effect Based on Particle Swarm Optimization Neural Network Model by Heng Cao, Qianhui Gao

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Cross-Tissue Regulatory Network Analyses Reveal Novel Susceptibility Genes and Potential Mechanisms for Endometriosis by Mingrui Zou, Mingmei Lin, Kai-Lun Hu, Rong Li

“…To further delve into mechanisms, two-sample network MR analyses were conducted. At last, bioinformatics analyses were employed to enhance our understanding of the functional implications and expression patterns of these identified genes. …”
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Network Pharmacology and Experimental Validation Reveal Therapeutic Potential of Propolis in UV-Induced Allergic Dermatitis by Liyuan Cheng, Jie Wang, Yicong Wang, Jingjing Li, Wenchao Yang

“…The GO enrichment results show that there were 1246 terms of biological functions, 52 terms of cellular components, and 98 terms of molecular functions. …”
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Embedded Systems Technologies Using IoT and Wireless Sensor Networks in Semi-Real-Time Modeling by T.A. Samoliuk

“…Research on the hardware and software necessary for the functioning of embedded Internet of Things systems is conducted. …”
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Integrating network pharmacology and experimental validation to explore the mechanism of Yiqi Ziyin in treating immune thrombocytopenia by Jun Wang, Bo Wang, Yun Zhang, Li-qiang Wu

“…The ITP-related targets were screened by GeneCards and DisGeNET databases. Then, functional enrichment analyses were conducted to examine the potential regulatory pathways of YQZY in ITP, which was validated by western blot assay. …”
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Comparative effectiveness of different types of female condoms: a systematic review and network meta-analysis by Abdelrahman Saeed, Omar Saeed, Munia Rajabi, Amr K. Hassan, Israa Ahmed Qutob, Mahmoud Ramadan Ebrahim, Izere Salomon, Khaled Moghib

“…Methods We conducted a systematic review and network meta-analysis following the Preferred Reporting Items for Systematic reviews and Meta-analysis for Network Meta-Analyses (PRISMA-NMA) statement. …”
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Design of an evolutionary model for international trade settlement based on genetic algorithm and fuzzy neural network. by Jiaqing Huang, Yang Liu, Miaomiao Tu, Osama Sohaib

“…This study proposes a hybrid model-Genetic Algorithm-optimized Fuzzy Neural Network (GA-FNN)-to enhance bank risk identification within this context. …”
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Analysis of the effects of acetyl tributyl citrate on bone cancer based on network toxicology and molecular docking by Lujun Jiang, Lujun Jiang, Lujun Jiang, Juncheng Shen, Juncheng Shen, Jinghong Yang, Jinghong Yang, Jinghong Yang, Zi Wang, Zi Wang, Zi Wang, Lian Tang, Lian Tang, Yuqi Li, Jialin Liu, Jialin Liu, Zhong Li, Zhong Li, Zhong Li, Yanshi Liu, Yanshi Liu

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Multi-fusion strategy network-guided cancer subtypes discovering based on multi-omics data by Jian Liu, Xinzheng Xue, Pengbo Wen, Qian Song, Jun Yao, Shuguang Ge

“…Kaplan Meier survival curves and other results showed that SMMSN can obtain cancer subtypes with significant differences.DiscussionIn the case analysis of Glioblastoma Multiforme (GBM) and Breast Invasive Carcinoma (BIC), we conducted survival time and age distribution analysis, drug response analysis, differential expression analysis, functional enrichment analysis on the predicted cancer subtypes. …”
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Study protocol for a network meta-analysis of digital-technology-based psychotherapies for PTSD in adults by Jinhui Tian, Longtao He, Yanling Geng, Yangu Pan, Xinyu He, Xiangshu Deng, Wenjie Duan, Huamin Peng

“…Therefore, we propose to conduct a network meta-analysis to assess the relative effectiveness of various types of DTPs. …”
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Stochastic optimization for minimizing operational costs in smart hybrid energy networks considering electric vehicle. by Nouman Qamar, Mohammed Alqahtani, Muhammad Rehan, Ijaz Ahmed, Muhammad Khalid

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Effective Diabetic Retinopathy Classification With Siamese Neural Network: A Strategy for Small Dataset Challenges by Maria Tariq, Vasile Palade, Yingliang Ma

“…The proposed model achieves high accuracy rates on five-class classification of 80% on FGADR and 81% on APTOS 2019 datasets, with a consistent quadratic weighted kappa (QWK) score of 0.89 across both datasets. Furthermore, we conduct an in-depth analysis of hyperparameter optimisation, specifically investigating different pair selection techniques, loss functions, and distance layers to thoroughly evaluate their impact on the performance of the model. …”
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Privacy-preserving distributed optimization algorithm for directed networks via state decomposition and external input by Mengjie Xu, Nuerken Saireke, Jimin Wang

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A Simultaneous Solution for Reserve Capacity Maximization and Delay Minimization Problems in Signalized Road Networks by Ozgur Baskan, Huseyin Ceylan, Cenk Ozan

“…The first numerical test is conducted on two-junction network in order to represent the effect of the weighting on the solution of combined reserve capacity maximization and delay minimization problem. …”
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A novel voting measure for identifying influential nodes in complex networks based on local structure by Haoyang Li, Xing Wang, You Chen, Siyi Cheng, Dejiang Lu

“…Abstract Identifying influential nodes in real networks is significant in studying and analyzing the structural as well as functional aspects of networks. …”
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Transcriptome analysis provides insights into aril development regulated gene network in lychee, longan, and rambutan by Suyan Wan, Fei Dong, Yaying Ma, Yuan Yao, Yang Wang, Yawen Xu, Ray Ming, Wenping Zhang

“…OrthoFinder identified species-specific and shared differentially expressed genes (DEGs), while functional enrichment analyses (GO, KEGG) and transcriptional network modeling elucidated regulatory pathways. …”
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An Evaluation Method for Multi-type Flexible Resource Regulation Capability on the User Side of Distribution Networks by Juncheng ZHANG, Min LI, Zhiwen LIU, Jing TAN, Yigang TAO, Tianlu LUO

“…Finally, a case study is conducted in the Portugal 54-node system, and the results show that the proposed method can effectively quantify the adjustment ability of multi-type flexible resource clusters in the distribution network.…”
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Development of an Artificial Neural Network-Based Image Retrieval System for Lung Disease Classification and Identification by Atul Pratap Singh, Ajeet Singh, Amit Kumar, Himanshu Agarwal, Sapna Yadav, Mohit Gupta

“…This study presents the design and implementation of an innovative image retrieval system utilizing artificial neural networks (ANNs) to enhance the accuracy and efficiency of diagnosing lung diseases. …”
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Unraveling the molecular mechanisms of paclitaxel in high-grade serous ovarian cancer through network pharmacology by Yihao Pei, Ziqi Yang, Ben Li, Xiping Chen, Yiming Mao, Yun Ding

“…Their protein expression patterns in HGSOC tissues were validated using the Human Protein Atlas (HPA) database. Functional enrichment analysis was conducted using Gene Ontology and the Kyoto Encyclopedia of Genes and Genomes. …”
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