Dynamic activation and enhanced image contour features for object detection by Jun Wu, Jiahui Zhu, Xin Tong, Tianliang Zhu, Tianyi Li, Chunzhi Wang

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Image super-resolution reconstruction based on multi-scale dual-attention by Hong-an Li, Diao Wang, Jing Zhang, Zhanli Li, Tian Ma

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Rice Bran or Apple Pomace? Comparative Data Analysis of Astaxanthin Bioproduction by Derya Dursun, Ali Çoşkun Dalgıç

Subjects: “…apple pomace; rice bran; astaxanthin; radial basis function-neural network…”
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Neural correlates of executive dysfunction in alcohol use disorder: preliminary evidence from 18F-FDG-PET by Maria Arioli, Irene Bossert, Daniela D’Ambrosio, Marina Manera, Elena Maria Andreolli, Nicola Canessa, Nicola Canessa, Giuseppe Trifirò

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Neuroprotective effect and possible mechanism of edaravone in rat models of spinal cord injury: a systematic review and network meta-analysis by Long-yun Zhou, Xiao-bo Wang, Xiao-bo Wang, Xu-qing Chen, Ran Li, Bin-bin Yu, Meng-xiao Pan, Lu Fang, Jian Li, Xue-jun Cui, Xue-jun Cui, Min Yao, Min Yao, Xiao Lu

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A Study on the Neurological Mechanisms of the Impact of Different Dialysis Methods on Brain Structure and Functional Network Dynamic Reorganization in Patients With End‐Stage Renal Disease Undergoing Dialysis by Hui Han, Huijuan Chen, Ying Zhang, Jiali Wei

“…MRI analysis revealed better functional brain network efficiency in the peritoneal dialysis group. …”
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A Machine Learning Free Energy Functional for the 1D Reference Interaction Site Model: Towards Prediction of Solvation Free Energy for All Solvent Systems by Jonathan G. M. Conn, Abdullah Ahmad, David S. Palmer

“…A convolutional neural network is trained on solvation free energy density functions calculated by RISM for small organic molecules in approximately 100 different solvent systems. …”
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Effects of Electrical Stimulation on Activation of Mirror Neuron Network in Healthy Adults during Motor Execution and Imitation: An fNIRS Study by Yao Cui, Fang Cong, Fu-Biao Huang, Ming Zeng, Jun Wang

Subjects: “…mirror neuron network…”
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Cross Layer Power Allocation by Graph Neural Networks in Heterogeneous D2D Video Communications by Shu-Ming Tseng, Sz-Tze Wen, Chao Fang, Mehdi Norouzi

“…Therefore, in this paper, we propose the video-optimized heterogeneous interference graph neural network (VD-HIGNN) as a cross-layer D2D resource allocation method for video transmission, which introduces the following contributions: 1) joint source encoder rate and beamforming/power control, 2) incorporating video rate distortion function parameters from the application layer into the node features, and 3) changing the loss function from data rate to Peak-Signal-to-Noise-Ratio (PSNR), a function of video rate distortion and a metric of video quality. …”
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Advanced ENF Region Classification Using UniTS-SinSpec: A Novel Approach Integrating Sinusoidal Activation Function and Spectral Attention by Yujin Li, Tianliang Lu, Gaojun Zeng, Kai Zhao, Shufan Peng

Subjects: “…electric network frequency…”
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Differences in Sexual Function Between Trimesters During Pregnancy: An Observational Study by Sunullah Soysal, Abdullah Sarioz, Umran Kilincdemir Turgut, Gokce Anik Ilhan, Yusuf Arman, Begum Yildizhan, Tanju Pekin

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Baseline Functional Connectivity of the Mesolimbic, Salience, and Sensorimotor Systems Predicts Responses to Psychological Therapies for Chronic Low Back Pain With Comorbid Depress... by Sonia Medina, Carlos G. Forero, Juan P. Sanabria‐Mazo, Carla Rodríguez‐Freire, Jaime Navarrete, Owen G. O'Daly, Matthew A. Howard, Juan V. Luciano

“…Pain intensity, depression, psychological inflexibility, and pain catastrophizing scores were obtained at baseline and follow‐up. Functional connectivity (FC) patterns of the salience network (SN), sensorimotor network (SMN), and the mesolimbic pathway (MLP), derived from resting‐state fMRI examination were correlated with both baseline and delta (baseline—follow‐up) pain‐related psychological measures. …”
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Association of ERCC2/XPD polymorphisms and the risk of head and neck carcinoma: a systematic review, meta-analysis, trial sequential analysis, network analysis, and functional effects by Mohammad Moslem Imani, Ali Ashabi, Farzad Rezaei, Atefe Saffar Shahroudi, Sadegh Kashkouli, Edris Sadeghi, Masoud Sadeghi

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Effects of transcranial direct current stimulation combined with acupuncture therapy on brain network functional connectivity in patients with knee osteoarthritis: a single-center randomized controlled trial by Qiu Nie, Fang He, Linghui Dong, Xikai Lin, Jingyi Lin, Yinxu Wang, Yulei Xie

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The driving role of extracellular polymeric substances in the bioelectrical conversion of petroleum hydrocarbons by rhizosphere microbial fuel cells: bioelectricity production, substrate bioconversion, microbial function and their network correlation by Lanmei Zhao, Yuru Wen, Lyu Can, Long Meng, Jian Liu, Dong Zhao

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Effect of five non-invasive treatments on body composition, physical function and quality of life in elderly sarcopenia: a network meta-analysis of 22 randomized controlled trials by Demin Kong, Jiangang Chen

“…IntroductionWhile exercise interventions are widely used for sarcopenia management, the comparative efficacy of different non-invasive treatments remains unclear. This network meta-analysis evaluated five interventions (aerobic training, resistance training, aerobi-resistance training, whole-body electrical stimulation, and electrical stimulation with protein supplementation) on body composition, physical function and quality of life in elderly sarcopenia patients.MethodsSix databases, including PubMed, Embase and Web of Science, were systematically searched, and 22 randomized controlled trials with a total of 1062 elderly patients with sarcopenia were finally included. …”
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Causal effect of three autoimmune diseases on brain functional networks and cerebrospinal fluid metabolites to underlie the pathogenesis of autoimmune psychosis: a two-sample mendelian randomization analysis by Weiman Shi, Min Chen, Rongai Wang, Chengping Wen, Lin Huang, Qiao Wang

“…Dysfunction of brain resting-state functional networks and cerebrospinal fluid (CSF) metabolite disturbances have been widely reported in psychiatric disorders. …”
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Multi-pathway blood biomarkers to target and monitor multidimensional prevention of cognitive and functional decline (nested in the IN-TeMPO study framed within the world-wide FINGERS network) by Gessica Sala, Gessica Sala, Luca Cuffaro, Luca Cuffaro, Luca Cuffaro, Federico Emanuele Pozzi, Federico Emanuele Pozzi, Federico Emanuele Pozzi, Simona Andreoni, Simona Andreoni, Chiara Bazzini, Chiara Bazzini, Elisa Conti, Elisa Conti, Chiara Paola Zoia, Chiara Paola Zoia, Simone Beretta, Simone Beretta, Simone Beretta, Lucio Tremolizzo, Lucio Tremolizzo, Lucio Tremolizzo, Giuseppe Bellelli, Giuseppe Bellelli, Chukwuma Okoye, Chukwuma Okoye, Maria Cristina Ferrara, Annamaria De Luca, Roberta Lenti, Paola Mantuano, Paola Pontrelli, Alessandra Stasi, Giovanni Defazio, Vincenzo Solfrizzi, Lucilla Crudele, Cristina Airoldi, Cristina Airoldi, Ferdinando Chiaradonna, Maria Pia Longhese, Giovanni Messina, Antonino Natalello, Ivan Orlandi, Alessandra Aloisi, Simonetta Capone, Assunta Ingannato, Assunta Ingannato, Benedetta Nacmias, Benedetta Nacmias, Daniela Capello, Francesca Mangialasche, Francesca Mangialasche, Francesca Mangialasche, Carlo Ferrarese, Carlo Ferrarese, Carlo Ferrarese

“…To date, multidimensional approaches seem to be effective in reducing or delaying the onset of age-related diseases.ObjectivesThe multicentric randomized controlled trial IN-TeMPO (ItaliaN study with Tailored Multidomain interventions to Prevent functional and cognitive decline in community-dwelling Older adults, ClinicalTrials.gov ID NCT06248723), framed within the World-Wide FINGERS network, aims to verify the efficacy of guided multidomain interventions in preventing age-related cognitive and functional decline. …”
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Comparative efficacy and acceptability of non-invasive neuromodulation technologies and botulinum toxin injections for post-stroke spasticity and motor function: a network meta-analysis of randomised controlled trialsResearch in context by Jiapeng Huang, Chuncha Bao, Yin Chen, Wenyi Zhu, Kexin Zhang, Chunlong Liu, Chunzhi Tang

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Urban Microcirculation Traffic Network Planning Method Based on Fast Search Random Tree Algorithm by Ning YU

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