Remote sensing estimation of chlorophyll content in rape leaves in Weibei dryland region of China by Xia Liheng, Zhang Panpan, Shi Lei, Wang Kun, Zhang Tingyu

“…Subsequently, single-factor models, partial least squares regression models, Back Propagation neural network (BPNN) models, Genetic Algorithm (GA) optimization BPNNs, and BPNN models optimized through GAs based on multiple linear stepwise regression using spectral parameters (referred to as MLSR-GA-BP NN models) were constructed and compared. …”
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Thoracic perfusion of antiangiogenic agents combined with chemotherapy for treating malignant pleural effusion in non-small cell lung cancer: a network meta-analysis by Yan Xu, Wei Si, Yingying Cui, Liming Jiang, Yinan Yu, Xiaohua Zhu

“…Among them, we included a total of seven interventions. A total of 3026 patients participated in this analysis. …”
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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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Patient-sharing networks among Finnish primary healthcare professionals taking care of patients with mental health or substance use problems: a register study by Christian Hakulinen, Marko Elovainio, Jaana Suvisaari, Timo Sinervo, Laura Hietapakka, Visa Väisänen, Ripsa Niemi, Mai Gutvilig, Outi Linnaranta

“…We examined the patient-sharing networks between different professionals taking care of patients with mental health or substance use problems.Design Register study based on the Register of Primary Health Care visits (Avohilmo) that covers all outpatient primary health care visits in Finland.Setting We used the register data covering the visits for the service providers of seven municipalities, adult patients with at least one visit to a health and social service centre within one of the municipalities and visits during the year 2021.Participants We first selected patients with mental health or substance use problems based on psychiatric diagnoses and information on service type and then identified the professionals (N=1566) visited. …”
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Metaphoric Reading of the Poetry "Russian Nightmare" by Hossein Panahi based on Conceptual Blending Theory by Masoud Dehghan, Behnaz Vahabian

“…Also, the research findings indicates the used metaphors by Panahi are from the type of double-space 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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Infections among adults hospitalized in intensive care after the 2023 earthquake in the southeastern part of Türkiye: a multi-center observational study by Esat Kivanc Kaya, Burcin Halacli, Goksel Guven, Mehmet Yildirim, Asir Eren Seven, Emin Gemcioglu, Meltem Simsek, Begum Erdemir Sullu, Recep Civan Yuksel, Ahmet Safa Kaynar, Aliye Esmaoglu, Banu Kilicaslan, Seda Banu Akinci, Kursat Gundogan, Ebru Ortac Ersoy, Jordi Rello, Arzu Topeli, On behalf of the Turkish Intensive Care Studies-Network (TRICS-Net)

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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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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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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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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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An Analysis of Factors Contributing to Cost Overruns in the Global Construction Industry by Ahmed Mohammed Abdelalim, Maram Salem, Mohamed Salem, Manal Al-Adwani, Mohamed Tantawy

“…The methodology comprised a systematic literature search, document selection, scientometric analysis, factor standardization, and an SNA application. Seven critical drivers with high network centrality were identified: planning and scheduling issues, project estimation inaccuracies, design inefficiencies, negative weather conditions, scope definition challenges, contractual ambiguities, and unforeseeable site conditions. …”
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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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Machine and Deep Learning Models for Stress Detection Using Multimodal Physiological Data by Eman Abdelfattah, Shreehar Joshi, Shreekar Tiwari

“…This study employs machine learning and deep learning techniques on multimodal dataset from wearable sensors, focusing on processed metrics for the three-axis acceleration (ACC), electrocardiogram (ECG), blood volume pulse (BVP), body temperature (TEMP), respiration (RESP), electromyogram (EMG), and electrodermal activity (EDA) from the 15 subjects in the WESAD dataset to effectively classify four different states &#x2013; baseline, stress, amusement, and meditation. Seven traditional machine learning algorithms &#x2013; Logistic Regression, Gaussian Na&#x00EF;ve Bayes Classifier, AdaBoost Classifier, XGB Classifier, Decision Trees Classifier, Extra Trees Classifier, and Random Forest Classifier and three widely used deep learning algorithms &#x2013; Deep Neural Network, Convolutional Neural Network and Recurrent Neural Network were trained and tested on the dataset on two phases to predict the state of different subject at any given time. …”
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Multicenter comparative analysis of local and aggregated data training strategies in COVID-19 outcome prediction with Machine learning. by Carine Savalli, Roberta Moreira Wichmann, Fabiano Barcellos Filho, Fernando Timoteo Fernandes, Alexandre Dias Porto Chiavegatto Filho, IACOV-BR Network

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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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The development of an efficient artificial intelligence-based classification approach for colorectal cancer response to radiochemotherapy: deep learning vs. machine learning by Fatemeh Bahrambanan, Meysam Alizamir, Kayhan Moradveisi, Salim Heddam, Sungwon Kim, Seunghyun Kim, Meysam Soleimani, Saeid Afshar, Amir Taherkhani

“…Moreover, the standard treatment for locally advanced colorectal cancer, which is widely accepted around the world, is chemoradiotherapy. Then, in this study, seven artificial intelligence models including decision tree, K-nearest neighbors, Adaboost, random forest, Gradient Boosting, multi-layer perceptron, and convolutional neural network were implemented to detect patients responder and non-responder to radiochemotherapy. …”
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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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