Combining machine learning and single-cell sequencing to identify key immune genes in sepsis by Hao Wang, Linghan Len, Li Hu, Yingchun Hu

“…Next, a Biological association network was constructed, and five key hub genes (CD4, HLA-DOB, HLA-DRB1, HLA-DRA, AHNAK) were identified using a combination of three topological analysis algorithms (MCC, Closeness, and MNC) and four machine learning algorithms (Random Forest, LASSO regression, SVM, and XGBoost). immune cell distribution showed that the key genes correlated with multiple immune cell infiltrations. Gene Set Enrichment Analysis (GSEA) revealed that the key genes involved multiple immune response and inflammation-related signaling pathways. …”
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Effect of Porang Glucomannan Flour Formulation on the Characteristics of the Edible Coating Solution and The Quality of Manalagi Apples during Storage by Andrew Setiawan Rusdianto, Winda Amilia, Dewi Arum Puspitania

“…Apart from that, to analyze the effect of glucomannan flour concentration on the quality characteristics of Manalagi apples, the viscosity of the edible coating solution, and the characteristics of the resulting coating and to choose the best treatment using the multiple attribute method. This research uses a Completely Randomized Design (RAL) with three replications. …”
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Orthogonal frequency‐division multiplexing‐based signal design for a dual‐function radar‐communications system using circulating code array by Yu Zhou, Wen Ren, Qiuyue Zhang, Sisi Chen, Linrang Zhang

“…Therefore, the complex problems of multi‐dimensional orthogonal signal design in the traditional multiple‐input‐multiple‐output‐based DFRC system design are transformed into a simple base signal design. …”
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Advances on relationship between phthalate exposure and perinatal depression by Yueming XU, Mei ZHAO, Yichao HUANG, Lingling YU, Lan GENG, Lei CHEN

“…Phthalic acid esters (PAEs), as common environmental endocrine disruptors, can affect maternal estrogen through multiple mechanisms and are important potential modifiable risk factors for developing maternal perinatal depression. …”
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Revolutionizing municipality performance evaluation: A dynamic network fusion of BSC and DEA by Yusof Chaharlang, Hamed Soleimani, Esmaeil Mehdizadeh, Alireza Alinejad

“…The combination of BSC and DEA was chosen because BSC offers a multidimensional framework for assessing performance from diverse perspectives, while DEA provides a quantitative tool for evaluating efficiency, particularly useful when dealing with multiple inputs and outputs. Together, they allow for both qualitative and quantitative evaluation of municipal performance, addressing the need for comprehensive performance assessment. …”
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Measuring pro-environmental behavioural determinants using closed-answer surveys by Hunter Doughty, Laura Thomas-Walters

“…We found seven types of question formats used, including scales (Likert scales, semantic scales and a pictorial scale), multiple-choice questions (where respondents could select either one or more answer options), binary questions and ranking questions. …”
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A Study to Assess the Prevalence of Depression among Alcoholics, among Patients, Admitted to Christian Institute of Health Sciences and Research, Dimapur, Nagaland by Nukshijungla Ao

“…The effect ripple down not only in the life of the person abusing alcohol but also to the immediate and extended family members, which can be multiple and detrimental. Depression is one of the effects which can lead to further alcohol abuse. …”
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Spacetimematter and quantum relations of affective e-motions by Jithya Merin Paul, Manali Karmakar

“…Secondly, it aims to bridge the gap in affect studies by offering a quantum affective approach to understand the complex entanglements of multiple emotions that is beyond any form of codification. …”
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Radial distribution systems performance enhancement through RE (Renewable Energy) integration and comprehensive contingency ranking analysis by Muthukumaran Thulasingam, Ajay D Vimal Raj Periyanayagam

“…Simulation results indicate that baseline loading is consistently maintained by grid sources and DER sources connected at multiple feed points. The proposed configuration of the N + 1 bus system for the existing RTRDS was evaluated for voltage performance and compared with the Grey Wolf Optimization (GWO) algorithm. …”
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How Can China’s Autonomous Vehicle Companies Use Digital Empowerment to Improve Innovation Quality?—The Role of Digital Platform Capabilities and Boundary-Spanning Search by Mu Li, Yingqi Liu, Ruiyu Feng

“…The acquisition, integration, and exchange of digital technologies considerably contribute to the improvement of corporate innovation quality, as autonomous vehicles are a complex amalgamation of multiple industrial chains. In order to address the intense global competition in the autonomous vehicles industry and help China’s enterprises establish a prominent position in technological innovation, this study innovatively integrates the concepts of digital empowerment, digital platform capabilities, and boundary-spanning search into a cohesive framework, examines the pathways of influence, and methodically builds a multiple-chain mediation model. …”
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A two-stage hybrid NSGA-III with BWO for path planning and task allocation in agricultural land preparation. by Manxian Yang, Yanhong Chen, Yongke Li, Taihong Zhang, Tianlun Wu

“…In addressing the issue of scheduling multiple machines across multiple fields, a two-stage optimization method, referred to as the BNSGA-III algorithm, is introduced. …”
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Chaotic evolutionary multi-objective optimization for multivariate pair trading in tehran stock exchange: the distance approach by Hossein Nikoo, Jamal Barzgari khanagha, Hamid Reza Mirzaei

“…In this research, a method is presented to create multivariate pair combinations by considering contradictory multiple goals in stock pair trading.Methodology: In this study, the statistical sample is limited to the top 30 companies listed on the Tehran Stock Exchange due to the need for high-frequency transactions. …”
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Seasonal and Weather Effects on Rheumatoid Arthritis: Myth or Reality? by Hamida Azzouzi, Linda Ichchou

“…Then, the statistical correlation between each meteorological parameter and RA parameters was determined using the multiple linear regression analysis. Results. The data of 117 patients with a mean age of 50.45 ± 12.17 years were analyzed. …”
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New frequency stability assessment based on contribution rates of wind power plants by SungHoon Lim, KangWon Seo, Jung-Wook Park, Kwang Y. Lee

“…The proposed index is then calculated using a multiple linear regression model that incorporates these factors. …”
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Immunocompromised Children with Severe Adenoviral Respiratory Infection by Joanna C. Tylka, Michael C. McCrory, Shira J. Gertz, Jason W. Custer, Michael C. Spaeder

“…Immunocompromised patients were more likely than matched controls to have multiple organ dysfunction syndrome (p=0.01), require renal replacement therapy (p=0.02), and not survive to hospital discharge (p=0.004). …”
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Contributions of a Child's Built, Natural, and Social Environments to Their General Cognitive Ability: A Systematic Scoping Review. by Jazmin Del Carmen Ruiz, James J Quackenboss, Nicolle S Tulve

“…Future research examining the interactions of multiple stressors within a child's total environment, depicting a more real-world exposure, will aid in understanding the cumulative effects associated with a child's ability to learn.…”
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Multilingualism in the Teaching and Learning of Accounting in Chris Hani West District, South Africa by Avela Ngqunguza, Zikhona Seleke

“…Teachers expressed concerns about the additional time required to effectively employ multiple languages, which could detract from covering essential accounting concepts. …”
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Understanding health system responsiveness to public feedback at the sub-national level: Insights from Kilifi County, Kenya. by Nancy Kagwanja, Lucy Gilson, Benjamin Tsofa, Jill Olivier, Hassan Leli, Sassy Molyneux

“…Our findings are relevant to similar low-and-middle-income contexts and draw attention to the importance of integrating multiple mechanisms and forms of feedback, alongside considering system capacities and their interactions, in strengthening health system responsiveness.…”
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A Challenging Case of Oral Ulcers and Gastrointestinal Bleeding: Crohn’s or Behçet’s Disease by Marina A. S. Dantas, Ana Luiza Graneiro, Rodrigo Cavalcante, Lina Maria Felipez

“…Prometheus IBD sgi testing showed a pattern consistent with CD; however, the patient had multiple negative endoscopies, colonoscopies, and capsule endoscopies. …”
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Space mission as a service (SMaaS): General-purpose computing on space by Leonardo Camargo-Forero, Julián G. Rodríguez-Ferreira, Carlos J. Barrios-Hernández

“…While this approach has led to numerous achievements, it has also limited the available capacities of a spacecraft and the potential integration between multiple units. In this work, we propose the concept of Space Mission as a Service (SMaaS), a set of strategies for deploying space systems capable of general-purpose computing, embedded Artificial Intelligence, user transparency, and flexibility towards the integration between multiple spacecraft. …”
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