Sentiment Analysis from Face Expressions Based on Image Processing Using Deep Learning Methods by Orhan Emre Aksoy, Selda Güney

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Metabolic profiles and potential antioxidant mechanisms of hawk tea by Sixia Jiang, Hong Zhang, Ya Song, Mingji Xiao, Hao Hu, Shirui Yu, Feng Xie

“…Network pharmacology analyses suggested that 11 potential antioxidant metabolites—four of which were the same metabolites with high levels in the five types, and seven were differential metabolites—could be involved in several metabolic pathways in vivo. …”
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Systematic Review with Network Meta-Analysis: Comparative Efficacy and Safety of Combination Therapy with Angiotensin II Receptor Blockers and Amlodipine in Asian Hypertensive Pati... by Dae Wook Lee, Mira Jung, Hye Won Wang, Zainah Khan, Philippe Pinton

“…A systematic literature review sourced Asian randomized controlled trials (RCTs) from PubMed and Cochrane Libraries to inform a network meta-analysis (NMA). We considered the ARB-AML CT. …”
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Ultra-Wideband 4-Bit Distributed Phase Shifters Using Lattice Network at <italic>K/Ka</italic>- and <italic>E/W</italic>-Band by Sungwon Kwon, Minjae Jung, Byung-Wook Min

“…In this article, we introduce an ultra-wideband 4-bit distributed phase shifter using a lattice network. To achieve wider bandwidth, the proposed phase shifter employed an all-pass lattice network instead of the traditional low-pass ladder network. …”
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Comparative effectiveness of physical activity interventions on cognitive functions in children and adolescents with Neurodevelopmental Disorders: a systematic review and network m... by Ruiyuan Tao, Yijian Yang, Mark Wilson, Jeremy R. Chang, Chang Liu, Cindy H. P. Sit

“…Methods In this systematic review and network meta-analysis, seven databases (Web of Science, PubMed, Medline, APA PsycINFO, Embase, CINAHL, and SPORTDiscus) for randomized controlled trials from database inception to September 2023 were searched. …”
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Socioeconomic status moderate the relationship between mental health literacy, social participation, and active aging among Chinese older adults: evidence from a moderated network... by Yalian Huang, Aibao Zhou, Ping Tang, Xufeng Ma

“…This study sought to address this gap by employing moderated network analysis, in contrast to the total score approaches commonly used in prior literature. …”
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An automatic cervical cell classification model based on improved DenseNet121 by Yue Zhang, Chunyu Ning, Wenjing Yang

“…Addressing the issue of low accuracy in cervical cell classification, a deep convolutional neural network A2SDNet121 is proposed. A2SDNet121 takes DenseNet121 as the backbone network. …”
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Ethyl Acetate Extract of <i>Cichorium glandulosum</i> Activates the P21/Nrf2/HO-1 Pathway to Alleviate Oxidative Stress in a Mouse Model of Alcoholic Liver Disease by Shuwen Qi, Chunzi Zhang, Junlin Yan, Xiaoyan Ma, Yewei Zhong, Wenhui Hou, Juan Zhang, Tuxia Pang, Xiaoli Ma

“…Inflammation was mitigated through reduced levels of Tumor Necrosis Factor Alpha (TNF-α), Interleukin-1 Beta (IL-1β), and C-X-C Motif Chemokine Ligand 10 (CXCL-10). Transcriptomic and network pharmacology analysis revealed seven key antioxidant-related genes, including <i>HMOX1</i>, <i>RSAD2</i>, <i>BCL6</i>, <i>CDKN1A</i>, <i>THBD</i>, <i>SLC2A4</i>, and <i>TGFβ3</i>, validated by RT-qPCR. …”
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Ventricular assist device implantation in children with a mechanical valve: An ACTION registry analysis by Sabena F. Hussain, MD, MSc, Elyse Miller, MD, Othman Aljohani, MBBS, MPH, Scott Auerbach, MD, David Bearl, MD, Victor Benvenuto, MD, Erica Bonura, MD, Richard L. Crawford, Anna Joong, MD, Jameson Dyal, MD, Christina Hartje-Dunn, MD, Sujit Jana, MD, Sonia Kaushal, MD, Melanie Lynn, MD, Joseph Spinner, MD, Laura Radel, MD, Alexander Raskin, MD, Diana Torpoco-Rivera, MD, Sarah J. Wilkens, MD, MPH, Chet R. Villa, MD

“…Methods: All patients with a history of CHD (n = 433) in the Advanced Cardiac Therapies Improving Outcomes Network database were included in the study (January 2012-January 2023). …”
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Effectiveness of Combination of Chitosan Gel and Hydroxyapatite from Crabs Shells (Portunus pelagicus) Waste as Bonegraft on Periodontal Network Regeneration through IL-1 and BMP-2... by Asdar Gani, Risfah Yulianty, Supiaty Supiaty, Machirah Rusdy, Gustivanny Dwipa Asri, Dian Eka Satya, Ayu Rahayu Feblina, Harun Achmad

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Comparative Lipid-Lowering/Increasing Efficacy of 7 Statins in Patients with Dyslipidemia, Cardiovascular Diseases, or Diabetes Mellitus: Systematic Review and Network Meta-Analyse... by Xiaodan Zhang, Lu Xing, Xiaona Jia, Xiaocong Pang, Qian Xiang, Xia Zhao, Lingyue Ma, Zhiyan Liu, Kun Hu, Zhe Wang, Yimin Cui

“…Results. As a result, seven statin monotherapy treatments in 50 studies (51956 participants) were used for the analyses. …”
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Illumination on Chemical Compounds from Qufeng Zhitong Capsule and Its Potential Pharmacological Mechanism against Rheumatoid Arthritis Based on UHPLC/Q-Orbitrap-MS Combined with N... by Mengjie Xue, Lihua Zhang, Yuting Zhao, Qixuan Mu, Ying Cui, Ke Qian, Xin Chai

“…Besides, all these compounds were proven to have potential pharmacological activity in the treatment of RA based on network pharmacology analysis. In conclusion, this study first investigated the chemical composition and potential pharmacological effects of the main chemical compounds in QZC, which will contribute to the revelation of bioactive compounds in QZC and provide evidence for clinical application.…”
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Hourly Ozone and PM2.5 Prediction Using Meteorological Data – Alternatives for Cities with Limited Pollutant Information by Felipe Cifuentes, Angel Gálvez, Carlos M. González, Mauricio Orozco-Alzate, Beatriz H. Aristizábal

“…Abstract Using statistical models, the average hourly ozone (O3) concentration was predicted from seven meteorological variables (Pearson correlation coefficient, R = 0.87–0.90), with solar radiation and temperature being the most important predictors. …”
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Do digital influencers successfully contribute to reducing the gap between customers and companies? by Isaac Moreira, Paulo Stenzel, João M. Lopes, José Oliveira

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Comparative miRNAome combined with transcriptome and degradome analysis reveals a novel miRNA-mRNA regulatory network associated with starch metabolism affecting pre-harvest sprout... by Longqing Sun, Ting Zhao, Dandan Qin, Jing Dong, Daorong Zhang, Xifeng Ren

“…Based on transcriptome data, a network associated with starch metabolism was systematically and completely reconstructed in wheat. …”
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Compound identification of Shuangxinfang and its potential mechanisms in the treatment of myocardial infarction with depression: insights from LC-MS/MS and bioinformatic prediction by Yize Sun, Yize Sun, Haibin Zhao, Zheyi Wang

“…All the targets were intersected to construct the Protein-Protein Interaction (PPI) network on Metascape platform and the herb-compound-target (HCT) network on Cytoscape, to identify the hub targets. …”
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Unsupervised Hyperspectral Denoising Based on Deep Image Prior and Least Favorable Distribution by Keivan Faghih Niresi, Chong-Yung Chi

“…Lately, it has been reported that the convolutional neural network (CNN), the core element used by deep image prior (DIP), is able to capture image statistical characteristics without the need of training, i.e., restore the clean image blindly. …”
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Machine Learning-Based Prediction of Ecosystem-Scale CO₂ Flux Measurements by Jeffrey Uyekawa, John Leland, Darby Bergl, Yujie Liu, Andrew D. Richardson, Benjamin Lucas

“…AmeriFlux is a network of hundreds of sites across the contiguous United States providing tower-based ecosystem-scale carbon dioxide flux measurements at 30 min temporal resolution. …”
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Eliciting Emotions: Investigating the Use of Generative AI and Facial Muscle Activation in Children’s Emotional Recognition by Manuel A. Solis-Arrazola, Raul E. Sanchez-Yanez, Ana M. S. Gonzalez-Acosta, Carlos H. Garcia-Capulin, Horacio Rostro-Gonzalez

“…In contrast, for AI-generated images, seven emotions were analyzed, including the previous five plus surprise and disgust. …”
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Globalisation as a factor of marketing concepts’ evolution by I. V. Alyoshina

“…In the context of the globalization processes development, a comparative description of seven marketing concepts has been given – from improving production to holistic marketing. …”
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