An Interpretable Model for Salinity Inversion Assessment of the South Bank of the Yellow River Based on Optuna Hyperparameter Optimization and XGBoost by Xia Liu, Yu Hu, Xiang Li, Ruiqi Du, Youzhen Xiang, Fucang Zhang

“…Correlation analysis and continuous variable projection were employed to identify key inversion factors. The regression effects of partial least squares regression (PLSR), geographically weighted regression (GWR), long short-term memory networks (LSTM), and extreme gradient boosting (XGBoost) were compared. …”
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Modelling of a new form of nitrogen doped activated carbon for adsorption of various dyes and hexavalent chromium ions by Mohamed A. El-Nemr, Uyiosa Osagie Aigbe, Kingsley Eghonghon Ukhurebor, Kingsley Obodo, Adetunji Ajibola Awe, Mohamed A. Hassaan, Safaa Ragab, Ahmed El Nemr

“…AB14 and AO7 dyes and Cr6+ ions adsorption to synthesised AC5-600 was predicted employing the response surface methodology (RSM) and artificial neural network (ANN) models. …”
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Implementasi Protokol Aodv Menggunakan Esp-Now Pada Wireless Sensor Network Berbasis ESP32 by Nanda Amaliatus Sholicha, Agung Setia Budi

“…The testing methodology employed involves trials under various WSN conditions, for both static and dynamic nodes, in environments with and without physical obstacles, to comprehensively evaluate the performance of AODV. …”
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Revitalizing Ukrainian Cities: The Role of Public-Private Partnerships in Smart Urban Development by Vitalii Kruhlov, Jaroslav Dvorak, Volodymyr Moroz, Dina Tereshchenko

“…Design/Methodology/Approach: The research employs a multi-stage methodological approach, encompassing elements such as gauging urban population satisfaction with municipal services, graphical analysis using CIMI, assessing the relevance of revitalizing Ukrainian cities and the need for mobilizing business resources, sociological surveys, developing a Smart City model based on PPP project outcomes, and formulating key elements of the national Smart City development strategy. …”
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Behaviors and influencing factors of Chinese oncology nurses towards frailty care: A cross-sectional study based on knowledge-attitude-practice theory in 2024. by Xiaoxue Chen, Fang Xiao, Yuhua Miao, Huiying Qin, Lirong Yang, Fang Shen, Xiuhong Yuan

“…Convenience sampling was employed to recruit participants. In China, a "Secondary A hospital is a mid-tier hospital that provides comprehensive medical care and handles more complex cases than primary hospitals but is smaller and less specialized than tertiary hospitals. …”
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Warrick score in rheumatoid-arthritis interstitial lung disease: a promising tool for assessing the extent and progression of lung involvement by Duygu Temiz Karadag, Sevtap Dogan, Neslihan Gokcen, Oznur Sadioglu Cagdas, Ayten Yazici, Ayse Cefle

“…In this study, we aimed to explore radiographic progression over a defined period, employing the Warrick score as a semi-quantitative measure in early RA-ILD, and to assess the associated risk factors for progression. …”
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Downregulated mRNA Expression of ZNF385B Is an Independent Predictor of Breast Cancer by Ning Yan, Cong Liu, Fang Tian, Ling Wang, Yimin Wang, Zhaoying Yang, Yan Jiao, Miao He

“…Data from the Gene Expression Omnibus (GEO) database were employed to validate the results of TCGA. Protein expression of ZNF385B in BC patient specimens was detected by immunohistochemistry (IHC) staining. …”
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Association between domain-specific physical activity and triglyceride‑glucose (TyG) index among US adults: Evidence from NHANES 2007–2018 by Kai Yao

“…Furthermore, stratified and mediation analyses were employed to assess the potential effect modifications and mediators on the association. …”
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A deep learning-based method for the intelligent identification of the quantity of coals flushed out during borehole hydraulic flushing by Xiaojun LI, Mingyang ZHAO, Miao LI

“…MethodsFirst, the first-level detection was completed using the YOLOv8n algorithm, which, combined with the ResNet34 and PP-OCRv4 algorithms via parallel cascade, was then employed to conduct second-level processing. Through the above processing and in combination with the method for classification status discrimination based on tracking frame numbers, the framework of an algorithm for automatically calculating the quantity of coals flushed out was established. …”
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The clinical application and anatomical analysis of proximal peroneal artery perforator in free fibula flap based on CTA by Yitong Zhao, Danwei Xiang, Lina Song, Zhujiajun Cui, Xingwu Zheng, Tianyu Zhang, Huihui Yang, Yongzhen Fu, Qilin Liu

“…However, complications may arise if these distal perforators are either absent or damaged during surgical procedures, highlighting the necessity to employ the proximal peroneal perforators as an alternative. …”
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Impact of measles vaccination strategies on vaccination rates in low-income and middle-income countries: a systematic review and meta-analysis by Andrew Hayen, Kiddus Yitbarek, Mirkuzie Woldie, Firew Tekle Bobo, Jane Frawley, Abela Mahimbo, Meru Sheel

“…A random-effects model was employed for the meta-analysis.Results We identified 44 articles, of which 14 were included in the meta-analysis. …”
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Associations of dietary oxidative balance score with sarcopenia in adults: an NHANES-based cross-sectional study by Qiang Zhou, Shang Zhou, Zuo-xi Chen, Wu-jie Zhou, Jia Su, Yong Wang

“…The participants were selected from geographic locations across all 50 states and the District of Columbia, using a stratified, multistage probability sampling design to collect health and nutritional data representative of the civilian, non-institutionalized U.S. population. We employed the generalized additive model to identify potential non-linear relationships and utilized the two-piecewise linear regression model to investigate the association between DOBS and sarcopenia in American adults. …”
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Impact of acupuncture on mortality in patients with disabilities and newly diagnosed heart failure: a nationwide cohort study by Hyungsun Jun, Dasol Park, Jae-Uk Sul, Moon Joo Cheong, Haerim Kim, Inae Youn, Jungtae Leem, Jungtae Leem, Jungtae Leem

“…Cox proportional hazard models were employed to calculate hazard ratios (HRs) and confidence intervals (CIs). …”
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Photosynthetic Pigments with Potential for a Photosynthetic Antenna: A DFT Analysis by Jesús Francisco Monzón-Bensojo, Manuel A. Flores-Hidalgo, Diana Barraza-Jiménez

“…CRDFT (chemical reactivity density functional theory) and TD-DFT (time-dependent DFT) methods were employed in ground-state and excited-state calculations, respectively. …”
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Agent-Based Adaptive Dynamic Round Robin (AADRR) Scheduling Algorithm by Zafar Iqbal Khan, Muzafar Khan, Syed Nasir Mehmood Shah

“…The proposed AADRR is more suitable for periodic tasks that employ a dynamic scheduling system and adapt time quantum according to the system state and job features. …”
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Synthetic CT generation from CBCT and MRI using StarGAN in the Pelvic Region by Paritt Wongtrakool, Chanon Puttanawarut, Pimolpun Changkaew, Supakiet Piasanthia, Pareena Earwong, Nauljun Stansook, Suphalak Khachonkham

“…Materials and methods StarGAN and CycleGAN were employed in this study. The dataset comprised 53 cases of pelvic cancer. …”
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An Analysis of the Vocational-Educational Problematics for Substantiating Production Specialist Competencies by V. E. Steinberg, L. V. Vakhidova, E. M. Gabitova

“…Today, the system of secondary vocational education (SVE) is faced by a multi-factorial problem: the training of qualified specialists, taking into account approved federal unified standards; the fulfillment of potential employers’ requirements, which often do not coincide with these standards; and the determination of rapid responses to continuous changes in labour market conditions, i. e. the requirement for a qualitative human resources upgrade in regional production clusters and holding companies, as well as numerous small enterprises.The aim of the research was to develop a methodology for analysing vocational-educational problematics. …”
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ECG-LM: Understanding Electrocardiogram with a Large Language Model by Kai Yang, Massimo Hong, Jiahuan Zhang, Yizhen Luo, Suyuan Zhao, Ou Zhang, Xiaomao Yu, Jiawen Zhou, Liuqing Yang, Ping Zhang, Mu Qiao, Zaiqing Nie

“…To this end, we develop ECG-Language Model (ECG-LM), the first multi-modal large language model able to process natural language and understand ECG signals. The model employs a specialized ECG encoder that transforms raw ECG signals into a high-dimensional feature space, which is then aligned with the textual feature space derived from the large language model. …”
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Crisis response strategies of universities during the ongoing war: Beyond experience and responsibilities by Oleksandr Spivakovsky, Serhii Omelchuk, Daria Malchykova

“…It showed the priorities of ensuring education quality and research, expanding international cooperation, diversifying funding, and strengthening cooperation with external stakeholders, including employers. The analysis of the university management’s actions in 2022–2024 demonstrated that the university transitioned from a resistance strategy (2022) as the first situational response to the large-scale invasion and occupation to a resilience strategy and the return to progressive development in the years ahead. …”
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Spatiotemporal Variation and Driving Factors of Carbon Sequestration Rate in Terrestrial Ecosystems of Ningxia, China by Yi Zhang, Chunxiao Cheng, Zhihui Wang, Hongxin Hai, Lulu Miao

“…Annual variation analysis and geographical detector methods were employed to assess the spatiotemporal distribution characteristics of the CSR from 2001 to 2023 and identify the primary influencing factors. …”
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