Comparing the impact of cumulative insulin resistance surrogates exposure on stroke: optimizing prevention strategies by Dezhi Hong, Xiaohui Li, Guotai Sheng, Hongyi Yang, Wei Wang, Yang Zou

“…The objective of this research is to systematically evaluate and compare the impact of cumulative exposure over time to four commonly used IR surrogates—triglyceride-glucose (CumTyG) index, metabolic score for IR (CumMetS-IR), estimated glucose disposal rate (CumeGDR) and triglyceride to high-density lipoprotein cholesterol (CumTG/HDL-C) ratio—on stroke risk, providing insights for optimizing monitoring strategies for primary stroke prevention. …”
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SMOTE algorithm optimization and application in corporate credit risk prediction with diversification strategy consideration by Han Wei

“…The study systematically examines corporate diversification strategies, revealing discrepancies between theoretical frameworks and practical implementations. …”
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A PSO-CNN-LSTM Model for Seismic Facies Analysis: Methodology and Applications by Luyao Liao, Huailai Zhou, Junping Liu, Jie Zhou, Donghang Zhang, Jian Wang

“…To address the limitations of conventional manual interpretation methods, particularly their low efficiency and strong subjectivity, this study proposes a hybrid CNN-LSTM model integrated with Particle Swarm Optimization (PSO-CNN-LSTM). …”
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Artificial-Intelligence-Based Energy Management Strategies for Hybrid Electric Vehicles: A Comprehensive Review by Bin Huang, Wenbin Yu, Minrui Ma, Xiaoxu Wei, Guangya Wang

“…The worldwide drive towards low-carbon transportation has made Hybrid Electric Vehicles (HEVs) a crucial component of sustainable mobility, particularly in areas with limited charging infrastructure. …”
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Design, Development, and Clinical Validation of a Novel Kit for Cell-Free DNA Extraction by Ekin Çelik, Hande Güner, Gizem Kayalı, Haktan Bagis Erdem, Taha Bahsi, Hasan Huseyin Kazan

“…Optimization involved systematic evaluation of magnetic bead chemistry, buffer composition, and reagent volumes. …”
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Autonomous bus services: current research status and future recommendations by Jinxing Shen, Qinxin Liu, Zi Ye, Wenfeng Jiang, Changxi Ma

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Optimization of Mucoadhesive Film Reinforced with Functionalized Nanostructured Lipid Carriers (NLCs) for Enhanced Triamcinolone Acetonide Delivery via Buccal Administration: A Box... by Patteera Sodata, Sureewan Duangjit, Narong Sarisuta, Pakorn Kraisit

“…This research aimed to develop mucoadhesive buccal films incorporating nanostructured lipid carriers (NLCs) loaded with triamcinolone acetonide (TN-films). A Box–Behnken design was employed as a systematic approach to optimize the formulation. …”
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Systematic Analysis of Driving Modes and NiFe Layer Thickness in Planar Hall Magnetoresistance Sensors by Changyeop Jeon, Mijin Kim, Jinwoo Kim, Sunghee Yang, Eunseo Choi, Byeonghwa Lim

“…However, their performance is influenced by both the driving mode and the thickness of the ferromagnetic layer, yet the combined effects of these factors remain insufficiently explored. This study systematically investigates the impact of Ni₈₀Fe₂₀ thickness (5–35 nm) on PHMR sensor performance under constant current (CC) and constant voltage (CV) modes, with a focus on optimizing the peak-to-peak voltage (V_p-p). …”
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Systematic review and meta-analysis on juvenile primary spontaneous pneumothorax: Conservative or surgical approach first? by Chun-Shan Hung, Yang-Ching Chen, Ten-Fang Yang, Fu-Huan Huang

“…<h4>Materials and methods</h4>We searched PubMed, Embase, and Cochrane databases for eligible studies published from database inception to October 10, 2020, and conducted a systematic review and meta-analysis according to Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. …”
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De novo biosynthesis of quercetin in Yarrowia Lipolytica through systematic metabolic engineering for enhanced yield by Yuxing Dong, Wenping Wei, Mengfan Li, Tao Qian, Jiayun Xu, Xiaohe Chu, Bang-Ce Ye

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Convex Formulations for Antenna Array Pattern Optimization Through Linear, Quadratic, and Second-Order Cone Programming by Álvaro F. Vaquero, Juan Córcoles

“…This work presents a comprehensive study on formulations for the radiation pattern design of antenna arrays through convex optimization techniques, with a focus on linear, quadratic, and second-order cone programming. …”
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Systematic review and meta-analysis of detecting galactomannan in bronchoalveolar lavage fluid for diagnosing invasive aspergillosis. by Mingxiang Zou, Lanhua Tang, Shushan Zhao, Zijin Zhao, Luyao Chen, Peng Chen, Zebing Huang, Jun Li, Lizhang Chen, Xuegong Fan

“…<h4>Methods and results</h4>We undertook a systematic review of thirty diagnostic studies that evaluated the BAL-GM assay for diagnosing IA. …”
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Systematic Design of Parallel-connected Planetary Gear Mechanism of Nine-speed Automatic Transmission for Automobile by Xue Huanzhang, Peng Jianxin, Deng Jiewen

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Comparative effectiveness of statins and exercise in high-risk individuals: systematic review and network meta-analysis by Jia-Li Chen, Jin-Tao Zhang, Xue-Hui Li, Ruo-Shan Wu, Hong-Tao Ma

“…Combined, these interventions significantly enhance outcomes.Systematic Review Registrationhttps://www.crd.york.ac.uk/PROSPERO/display_record.php?…”
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Identifying priority conservation areas based on systematic conservation planning analysis in the Loess Plateau, China by Le Hui, Hao Wang, Jiamin Liu, Xin Ye, Binyao Han, Yongqiang Xia, Liwei Zhang, Lei Jiao

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Systematic study on the evaluation method of surface antibacterial activity based on the fluorescent observation of bacterial growth by Noriko Nakamura, Tatsuki Yamagishi, Wataru Nagata, Yuki Akahane, Hyemin Seo, Ayaka Otsuka, Daiki Hishikawa, Risa Yoshimoto, Nobuhiro Miyamae, Seiichi Ohta

“…Based on the optimized parameters, a quantitative evaluation of the antibacterial activity of the coating material is successfully demonstrated. …”
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Identifying the AI-based solutions proposed for restricting Money Laundering in Financial Sectors: Systematic Mapping by Habib Ullah Khan, Muhammad Zain Malik, Shah Nazir

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The value of systematic study and biobanking of explanted hearts: Insights from an international ISHLT pathology survey by Marny Fedrigo, MD PhD, Diego Perazzolo, Ing, Gerald J. Berry, MD, Annalisa Angelini, MD

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Evidence on the link between hypothyroidism and non-alcoholic fatty liver disease: an updated systematic review by Nazanin Pourseyedi, Sara Arefhosseini, Helda Tutunchi, Mehrangiz Ebrahimi-Mameghani

“…After a critical analysis, 29 observational studies were included in the present systematic review. …”
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Functionality assessment of systematically developed site-specific intelligent biodegradable long-acting formulation (SIBLAF) by Prajapati Urmi, Rana Hardik, Christian Ruby, Rabari Prachi, Patel Parth, Thakkar Vaishali, Gandhi Tejal

“…Critical quality attributes, material attributes, and process parameters were systematically identified, and a statistical design was applied to determine the correlation between the chosen attributes. …”
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