LGLoc as a new language model-driven graph neural network for mRNA localization by Saeedeh Akbari Rokn Abadi, Aref Shahbakhsh, Somayyeh Koohi

“…Abstract The localization of mRNA is crucial for the synthesis of functional proteins and plays a significant role in cellular processes. …”
Get full text

Examining the comorbidity network of Internet addiction and depression: the role of effortful control on their bridge symptoms in adolescents by Tomoya Hirota, Tomoya Hirota, Masaki Adachi, Masaki Adachi, Rei Monden, Hiroyuki Mori, Hiroyuki Mori, Michio Takahashi, Michio Takahashi, Kazuhiko Nakamura, Kazuhiko Nakamura

“…Bootstrapping for network analysis was conducted to assess network accuracy and stability as well as sex differences in the network structures.ResultsAmong the 4,111 students approached, 3,909 (1,904 male and 2,005 female) students filled out the survey. …”
Get full text

Land-sea integrated suitability evaluation of underground space based on Pythagorean fuzzy Bayesian network by Xinyu Liu, Hongjun Liu, Jie Dong, Peng Yu, Honghua Liu, Guanghua Cheng

“…Based on the evaluation result and urban planning, the overall planning and functional zoning guidelines for underground space development in the study area are given and the suitability and engineering construction difficulty analysis on the second subsea tunnel of Jiaozhou bay is conducted. …”
Get full text

Comparative efficacy of antidepressant medication for adolescent depression: a network meta-analysis and systematic review by Tianwei Wu, Fan Song, Weili Cao, Chengjiang Liu, Shuangzhen Jia

“…Clinical decisions should prioritize escitalopram for functional recovery and sertraline for severe cases requiring rapid symptom reduction. …”
Get full text

Development of a Digital System for Monitoring Emergency Conditions in 20 kV Distribution Networks by Alisher Baltin, Sultanbek Issenov, Gulim Nurmaganbetova, Aliya Zhumadirova, Assel Yussupova, Alexandra Potapenko, Aliya Maussymbayeva

“…This article presents research on the possibilities of using information and communication technologies in monitoring systems for electrical networks with isolated neutral, aimed at improving and automating production functions in the energy sector. …”
Get full text

Brain network of athletes in motor imagery and action anticipation: an ALE meta-analysis and MACM analysis by Yanqiu Wang, Yang Sun, Jiangsheng Yu, Xiaorong Cheng, Zhebin Niu

“…We systematically reviewed functional magnetic resonance imaging studies and included 20 eligible studies. …”
Get full text

Performance evaluation, prediction analysis and optimization of experimental ORC using artificial neural networks (ANN) by Diki Ismail Permana, Federico Fagioli, Maurizio De Lucia, Dani Rusirawan, Istvan Farkas

“…This research addresses these challenges using machine learning, specifically an artificial neural network (ANN), a self-learning and nonlinear method capable of approximating complex functions, making it ideal for ORC prediction models. …”
Get full text

FSProtoTransfer: Synergizing Few-Shot, Prototypical Networks, and Transfer Learning for Intrusion Detection in VANETs by Ayesha Dina, Colby Edell, Karim Elish, Arijet Sarker

“…However, the distinct characteristics of IoV networks make them vulnerable to a range of attacks that compromise their confidentiality and functionality. …”
Get full text

Integrative network pharmacology and experimental validation reveal emodin derivatives as potential therapeutics for hepatocellular carcinoma by Wirawan Adikusuma, Firdayani Firdayani, Siska Andrina Kusumastuti, Nuralih Nuralih, Shelvi Listiana, Ayu Masyita, Lalu Muhammad Irham, Siti Hodijah, Suci Zulaikha Hildayani, Eko Mugiyanto

“…Docking simulations were conducted to assess binding affinities, followed by 100 ns MDS to evaluate stability. …”
Get full text

Network Meta-Analysis of Factors Influencing the Carbon Sink Capacity of Urban Park Green Spaces by Yutong JI, Tianyi LIN, Lian LIU, Xiong LI

“…In light of the increasingly prominent role of urban green spaces in mitigating climate change, the research also seeks to highlight strategies that balance ecological functions with urban recreational and aesthetic needs.MethodThis research employs the network Meta-analysis method to explore the critical factors influencing the carbon sequestration potential of urban park green spaces, and conduct a systematic quantitative assessment of their respective carbon sink capacity. …”
Get full text

A domain adaptive hybrid genetic algorithm and its verification in security service function chain orchestration by Xiaohui YAO, Qing LI, Kunkun SUN

Get full text

A domain adaptive hybrid genetic algorithm and its verification in security service function chain orchestration by Xiaohui YAO, Qing LI, Kunkun SUN

Get full text

Empirical assessment of functional somatic disorder (FSD): frequency, applicability, and diagnostic refinement in a population-based sample by Abigail Smakowski, Judith Rosmalen, Bernd Löwe, Christopher Burton, Anne Toussaint

“…In response, the international research network EURONET-SOMA has proposed a diagnostic classification for persistent and troublesome symptoms entitled “functional somatic disorder (FSD)”. …”
Get full text

The abnormal accumulation of pathological proteins and compensatory functional connectivity enhancement of insula subdivisions in mild cognitive impairment by Darui Zheng, Chen Xue, Yingcai Feng, Yiming Ruan, Wenzhang Qi, Qianqian Yuan, Zonghong Li, Chaoyong Xiao

“…Correlation analysis was further conducted to explore the relationship between altered FC and cognitive function. …”
Get full text

Functional connectivity of the nucleus accumbens predicts clinical course in medication adherent and non-adherent adult ADHD by Ahmed Zaher, Jan Leonards, Andreas Reif, Oliver Grimm

“…We studied seed-based functional connectivity (FC) as a predictive tool for ADHD’s clinical course. …”
Get full text

ChemLotUS: A Benchmark Data Set of Lotic Chemistry Across US River Networks by N. Fernandez, M. J. Cohen, J. W. Jawitz

“…These records are spatially joined to high‐resolution national hydrography data sets, providing information on watershed area, network position, and other hydrographic information. …”
Get full text

Integrated bioinformatics and experimental analysis of mitochondrial-associated membrane function and mechanism in acute respiratory distress syndrome​​ by Yanqiong Zhou, Qiuying Chen, Xiaoxia Wang, Kaimin Lv, Hui Huang, Jifeng Feng, Bijun Luo

“…Publicly available RNA-sequencing data from ARDS and control samples were analyzed to identify differentially expressed genes (DEGs). Functional enrichment, gene set variation analysis (GSVA), and weighted gene co-expression network analysis (WGCNA) were performed to explore pathway alterations and hub gene interactions. …”
Get full text

Design of the optimal groundwater quality monitoring network using a genetic algorithm based optimization approach by Somaye Janatrostami, Ali Salahi

“…In this paper, two conflicting objective functions are simultaneously solved. The first objective function is the maximization of the match between the interpolated EC distributions obtained from data of the all available monitoring wells and the wells from the newly generated network. …”
Get full text

Progress in the Application of Resting-State Functional Magnetic Resonance Imaging in Chronic Nonspecific Low Back Pain by XU Ting, XUE Qin, LYU Ying, TU Jianchun, DAI Dechun

“…Common methods for functional integration mainly include seed-based functional connectivity analysis (SCA), independent component analysis (ICA), and graph theory-based complex brain network analysis. …”
Get full text

Resting-state functional magnetic resonance imaging in bipolar affective disorder. A systematized umbrella review by K. V. Markin

“…Conversely, the depressive phase is characterized by abnormalities of functional connectivity within the default mode network, particularly in relation to the posterior cingulate cortex. …”
Get full text