Brain-based correlates of depression and traumatic brain injury: a systematic review of structural and functional magnetic resonance imaging studies by Vanessa A. Baltazar, Ilya Demchenko, Ilya Demchenko, Vanessa K. Tassone, Vanessa K. Tassone, Rachel L. Sousa-Ho, Tom A. Schweizer, Tom A. Schweizer, Tom A. Schweizer, Venkat Bhat, Venkat Bhat, Venkat Bhat, Venkat Bhat

“…This systematic review aimed to synthesize findings of structural and functional magnetic resonance imaging (MRI) studies to identify consistently reported neural correlates of depression post-TBI.MethodsA search for relevant published studies was conducted through OVID (MEDLINE, APA PsycINFO, and Embase), with an end date of August 3rd, 2023. …”
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Dynamic changes in brain function during sleep deprivation: Increased occurrence of non-stationary states indicates the extent of cognitive impairment by Ziliang Xu, Chaozong Ma, Chen Wang, Fan Guo, Minwen Zheng, Peng Fang, Yuanqiang Zhu

“…Objective: The brain networks are inherently dynamic, constantly adjusting and reorganizing over time; therefore, the cognitive impairment caused by sleep deprivation (SD) should also exhibit dynamism. …”
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Green volunteerism among higher education institution students in Malaysia: Insights from the Volunteer Functions Inventory and the Norm Activation Model by Xin Yee Tan, Chin Wei Chong, Choy Yoke Chong

“…A quantitative survey was conducted with 670 HEI students across Malaysia using structured self-administered questionnaires distributed through university networks and online platforms. …”
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Exploring the changes in functional connectivity of the limbic system in Patients with amnestic mild cognitive impairment treated by acupuncture based on fMRI by Han Yingmei, Li Yijie, Zhang Heng, Feng Ze, Li Weiqing, Zhang Hanxi, Yang Ming, Chu Bingyuan, Wang Feng

“…We conduct an investigation of the FC of limbic system networks in amnestic mild cognitive impairment (aMCI) and speculate on the brain effect mechanism of acupuncture therapy based on resting - state Functional Magnetic Resonance Imaging (rs - fMRI).Method50 patients with aMCI and 41 healthy participants (HC group) from the First Affiliated Hospital of Heilongjiang University of Chinese Medicine in Harbin City, Heilongjiang Province, China, were recruited.rs-fMRI data of all participants were collected. …”
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Studying the Role of Personality Traits on the Evacuation Choice Behavior Pattern in Urban Road Network in Different Severity Scales of Natural Disaster by Fatemeh Mohajeri, Babak Mirbaha

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Effect of traditional Asian exercise on patients with chronic heart failure: a protocol for network meta-analysis of randomised controlled trials by Yan Li, Qian Lin, Zhuo Zhang, Lintong Yu, Kun Zhou, Jie Wan, Xiang Ji, Jianglin Xu, Ruli Feng, Jialin Jin, Cong Huang, Tianshi Mao

“…The main purpose of this study is to conduct a network meta-analysis (NMA) of randomised trials to determine the impact of TAE on patients with CHF of different types, different causes and different New York Heart Association (NYHA) heart function classifications and to provide references for different types of patients with CHF to choose appropriate exercise rehabilitation therapy.Methods and analysis The literature search will be retrieved from PubMed, the Cochrane Library, Embase, Web of Science, Chinese National Knowledge Infrastructure, Wanfang database, Chinese biomedical literature service system (SinoMed) and Chinese Scientific Journals Database (VIP) from the date of their inception until 1 August 2021. …”
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MDSCNN: Remote Sensing Image Spatial–Spectral Fusion Method via Multi-Scale Dual-Stream Convolutional Neural Network by Wenqing Wang, Fei Jia, Yifei Yang, Kunpeng Mu, Han Liu

“…We also design a new loss function aim at enhancing the high degree of consistency between fused images and reference images in terms of spatial details and spectral information. …”
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Recognition of FT-IR Data Cuscutae Semen, Japanese Dodder, and Sinapis Semen Using Discrete Wavelet Transformation and RBF Networks by Tao Hu, Xuexiang Weng, Lishan Xu, Cungui Cheng, Peng Yu

“…Horizontal attenuation total reflection Fourier transformation infrared spectroscopy (HATR-FT-IR) studies on cuscutae semen and its confusable varieties Japanese dodder and sinapis semen combined with discrete wavelet transformation (DWT) and radial basis function (RBF) neural networks have been conducted in order to classify them. …”
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Research on Quality Prediction for Thermal Printing Using a Particle Swarm Optimization with Back Propagation (PSO-BP) Neural Network by Chun-Ling Ho, Zhiyun Wu, Tung-Chiung Chang, Shenjun Qi

“…This research employs a BP neural network to forecast print quality, utilizing two activation functions. …”
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The Impact of Nature Reserves on the Ecological Network of Urban Agglomerations—A Case Study of the Urban Agglomeration in the Middle Reaches of the Yangtze River by Weidi Li, Xiaoxu Liang, Anqiang Jia, John Martin

“…Finally, a comparison of the effectiveness of the four ecological networks is conducted using 12 landscape pattern metrics. …”
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Effectiveness of acupuncture in the governor vessel and Yangming meridian for the treatment of acute ischemic stroke: A systematic review and network meta-analysis. by Yingqi Xu, Xiuzhen Xie, Pingping Su, Jiashan Wang, Xinxin Luo, Jianli Niu, Zhuqing Jin

“…Cochrane ROB tool was used to evaluate the quality of the studies, and Stata 14.0 software was used to conduct a network meta-analysis of neurological deficit score, activities of daily living (ADL), clinical effective rate and Fugl-meyer motor function evaluation (FMA).…”
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A Robust Authentication and Trust Detection With Privacy Preservation of Data for Fog Computing in VANET Using Adaptive Deep Neural Network by Jia Jia, Sathiya Sekar Kumarasamy, Kiran Sree Pokkuluri, K. Suresh Kumar, Thella Preethi Priyanka, Feng Wang

“…Initially, node authentication and trust detection in vehicular networks is conducted using Adaptive Deep Neural Networks (ADNN). …”
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Heuristically enhanced multi-head attention based recurrent neural network for denial of wallet attacks detection on serverless computing environment by Sarah A. Alzakari, Mohammad Alamgeer, Abdullah M. Alashjaee, Monir Abdullah, Khalid Nazim Abdul Sattar, Asma Alshuhail, Ahmad A. Alzahrani, Abdulwhab Alkharashi

“…In this study, a Multi-Head Attention-based Recurrent Neural Network for Denial of Wallet Attacks Detection (MHARNN-DoWAD) technique is developed. …”
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Effects of exercise based cardiac rehabilitation delivery modes on chronic heart failure: a systematic review and network meta-analysis by Chen Hua, Wenrui Huang, Zhen Chen, Dongmei Cao, Juan Jia, Xiaomei Chen, Juan Yang, Limin Zhang

“…The network meta-analysis included 9,552 articles, with 33 meeting the inclusion criteria and examining eleven different interventions. …”
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Study on VLC Channel Modeling Under Random Shadowing by Zanyang Dong, Tao Shang, Yan Gao, Qian Li

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Effects of different mind-body exercises on pain in patients with knee osteoarthritis: A pairwise, network, and dose-response meta-analysis by Bei Wu, Wenyu Liu, Shuang Wang, Huimin Li, Meng Yin

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Improving time series forecasting in frequency domain using a multi resolution dual branch mixer with noise insensitive ArcTanLoss by Yahao Zhang, Xiaofeng Zhou, Yichi Zhang, Shuai Li, Shurui Liu

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Comparative efficacy of conservative interventions for adolescent idiopathic scoliosis: a systematic review and network meta-analysis of randomized controlled trials by Jun Ren, Shoujian Wang, Miaoxiu Li, Xin Zhou, Ya Wen, Zonglin Wen, Jiannan Lin, Lingjun Kong, Min Fang

“…Pairwise meta-analyses were performed by DerSimonian-Laird random-effects model. Network meta-analysis within the frequentist framework was conducted by R package netmeta, and network plots were generated by the network plot command in Stata. …”
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Civil society’s role in constitutionalising global content governance by Nicola Palladino, Dennis Redeker, Edoardo Celeste

“…Above all, by engaging in global conversations, civil society organisations may facilitate the emergence and dissemination of a set of shared principles and rules. By conducting a semantic network analysis on 44 digital bills of rights that were drafted by civil society organisations and addressed content governance issues, the article aims to identify emerging principles as well as to study their alignment with human rights standards, their relationships, and evolution over time. …”
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Comparison of the effects of different physical stimulation therapies on reducing upper limb spastic paralysis and motor dysfunction in stroke survivors after stroke: a network met... by Mingtong Bian, Mingtong Bian, Fuyan Chen, Fuyan Chen, Fuyan Chen, Huizhen Su, Zhiying Li, Zhiying Li, Xiaowei Sun, Xiaowei Sun, Yang Liu, Yang Liu, Jinyuan Shi, Jinyuan Shi, Shuo Liu, Shuo Liu, Ru Rong, Ru Rong

“…BackgroundUpper limb spasticity is a common and disabling sequela of stroke, which significantly impairing motor function and the capacity to perform activities of daily living (ADL). …”
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