A numerical study on the optimal placement of two air purifiers for simultaneous operation in a school classroom by Chengxi Yao, Seungjae Lee, Taesung Kim

“…Case 3, where the air purifiers were placed at opposite corners of the classroom to circulate air throughout the classroom, showed the best performance. This study provides a systematic approach and analysis results to optimize indoor air quality in classrooms and contribute to student health and learning environments.…”
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A systematic review of adult animal models investigating ECMO use for ARDS: where to from here by Muhtadi Alnababteh, Xizhong Cui, Mark Jeakle, Yan Li, Nancy Terry, Tom Gamble, Junfeng Sun, Shreya Kanth, Peter Q. Eichacker, Parizad Torabi-Parizi

“…Methods A systematic literature search with relevant search terms was conducted of four data bases through 2/2/24. …”
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Systematization of the routing scheme of patients with diseases of the mucosa of the mouth by V. V. Shkarin, S. V. Poroyskiy, Yu. A. Makedonova, O. S. Emelyanova, Y. P. Bolovina, S. V. Dyachenko

“…Supplementation and systematization, as well as a clinical study of an optimized three-stage routing scheme, were carried out. …”
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Machine Learning Techniques Applied to COVID-19 Prediction: A Systematic Literature Review by Yunyun Cheng, Rong Cheng, Ting Xu, Xiuhui Tan, Yanping Bai

“…Based on predetermined inclusion and exclusion criteria, 136 eligible studies were ultimately selected from 5731 preliminarily screened publications, and the datasets, data preprocessing, ML models, and evaluation metrics used in these studies were assessed. By establishing a multi-level classification framework that included traditional statistical models (such as ARIMA), ML models (such as SVM), deep learning (DL) models (such as CNN, LSTM), ensemble learning methods (such as AdaBoost), and hybrid models (such as the fusion architecture of intelligent optimization algorithms and neural networks), it revealed that the hybrid modelling strategy effectively improved the prediction accuracy of the model through feature combination optimization and model cascade integration. …”
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A systematic review of cheerleading injuries: epidemiological characteristics, biomechanical mechanisms, and prevention strategies by Chenliang Deng, Qiaoyan Yu

“…Prevention strategies should integrate closed-chain eccentric training with Kohonen neural network-based action safety assessment, alongside strengthened rule restrictions (e.g., mandatory use of specialized mats, prohibited hard-surface practice) and personnel qualification management.ConclusionCheerleading injury prevention requires a multidimensional strategy: Implement biomechanical interventions (closed-chain eccentric training and movement technique optimization) to enhance muscle endurance and action control precision; Promote rule optimization and coach certification, establishing standardized difficulty criteria for each level and a risk factor–based assessment and prevention system; Develop pediatric protection standards and professional training systems, and pay attention to monitoring and recovering from excessive fatigue.…”
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Artificial intelligence methods used in various aquaculture applications: A systematic literature review by Thurein Aung, Rafiza Abdul Razak, Adibi Rahiman Bin Md Nor

“…The overall goal was to comprehensively assess these via a systematic literature review process. Challenges of AI technologies and methods were identified in the research literature for applying AI to optimize commercial aquaculture practices and production. …”
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Towards unification of liver stiffness measurement cutoffs: Editorial on “Optimal cut-offs of vibration-controlled transient elastography and magnetic resonance elastography in diagnosing advanced liver fibrosis in patients with nonalcoholic fatty liver disease: A systematic review and meta-analysis” by Yangyue Zhang, Vincent Wai-Sun Wong

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Enhancing systematic literature review adapting ‘double diamond approach’ by Hari Prasad Pandey, Tek Narayan Maraseni, Armando A. Apan

“…In this paper, we aim to enhance the systematic literature review (SLR) methods—starting with a review of review literature followed by a review of empirical literature—to address these challenges. …”
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Leveraging Machine Learning for Advancing Circular Supply Chains: A Systematic Literature Review by Zeinab Farshadfar, Tomasz Mucha, Kari Tanskanen

“…<i>Methods</i>: This paper conducts a systematic literature review, analyzing 66 relevant studies to examine the role of ML across various stages of CSCs, from supply and manufacturing to waste management. …”
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Data and methods for assessing urban green infrastructure using GIS: A systematic review. by Xiaomian Wu, Jianquan Liu, Yukun Hou

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Long-term storage, cryopreservation, and culture of isolated human islets: a systematic review by Austin R. Chen, Austin R. Chen, Joshua Chansky, Jacqueline A. Burke

“…Developing techniques like cryopreservation and culture for long-term islet storage, or islet banking, with minimal functional loss would strengthen this supply chain. This study provides a systematic review of the current methods for long-term human islet storage.MethodsA search strategy and query were developed according to the PICO framework. …”
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Intelligent Supply Chain Management: A Systematic Literature Review on Artificial Intelligence Contributions by António R. Teixeira, José Vasconcelos Ferreira, Ana Luísa Ramos

“…This systematic literature review investigates the recent applications of artificial intelligence (AI) in supply chain management (SCM), particularly in the domains of resilience, process optimization, sustainability, and implementation challenges. …”
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Integrating life cycle assessment into supply chain optimization. by Selin Hülagü, Wout Dullaert, A Sena Eruguz, Reinout Heijungs, Dirk Inghels

“…While SCO focuses on optimizing network structures and decisions related to product and service delivery, LCA systematically assesses the environmental impacts across the entire supply chain. …”
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Potential Effects of Soccer Ball Characteristics on Ball-to-Head Contact: A Systematic Review by José M. Oliva-Lozano, Carlos D. Gómez-Carmona, José M. Muyor, George T. Chiampas, Barry Pauwels, Rick Cost

“…<b>Background:</b> The aim of this study was to systematically review research on the effect of soccer ball characteristics on ball-to-head contact. …”
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The Emerging Role of Artificial Intelligence in Dermatology: A Systematic Review of Its Clinical Applications by Ernesto Martínez-Vargas, Jeaustin Mora-Jiménez, Sebastian Arguedas-Chacón, Josephine Hernández-López, Esteban Zavaleta-Monestel

“…Funding and registration: This review received no external funding and was not registered in a systematic review registry.…”
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A Systematic Review of Maternal and Child Health Policies in Addressing Stunting: Trends and Challenges by Pratiwi Ramlan, Phill Sukri, Muh. Tang Abdullah, Muhammad Akmal Ibrahim, Jamaluddin Ahmad, Khaeriyad Adri

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Biomechanical differences between habitual forefoot and rearfoot strike running: A systematic review by Hairong Chen, Dong Sun, Qiaolin Zhang, Qian Liu, István Bíró, Yaodong Gu

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Health economic evaluation of structured education programs for patients with diabetes: a systematic review by Caihua Ye, Qiwei Zhou, Wenfei Yang, Libo Tao, Xinjun Jiang

“…An incremental cost-effectiveness ratio of less than one times the per capita GDP was considered highly cost-effective, while a ratio between one and three times the per capita GDP was considered cost-effective.ResultsA total of 28 studies from upper-middle-income and high-income countries were included. …”
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Toward zero-excess lithium sulfur batteries: a systematic cell parameter study by Joshua H Cruddos, James B Robinson, Paul R Shearing, Alexander J E Rettie

“…To date, most studies in the field of ZEL cells have primarily focused on lithium-ion chemistry, with considerably fewer systematic investigations into ZEL-sulfur (ZELiS) cell fabrication and optimization. …”
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Biodegradation Potential of Glyphosate by Bacteria: A Systematic Review on Metabolic Mechanisms and Application Strategies by Karolayne Silva Souza, Milena Roberta Freire da Silva, Manoella Almeida Candido, Hévellin Talita Sousa Lins, Gabriela de Lima Torres, Kátia Cilene da Silva Felix, Kaline Catiely Campos Silva, Ricardo Marques Nogueira Filho, Rahul Bhadouria, Sachchidanand Tripathi, Rishikesh Singh, Milena Danda Vasconcelos Santos, Isac Palmeira Santos Silva, Amanda Vieira de Barros, Lívia Caroline Alexandre de Araújo, Fabricio Motteran, Maria Betânia Melo de Oliveira

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