Impact of an artificial intelligence-driven operational management system on operational efficiency in health care organization in Saudi Arabia: a mediating role of staff attitude by Rakesh Kumar, Ajay Singh, Ahmed Subahi Ahmed Kassar, Mohammed Ismail Humaida, Sudhanshu Joshi, Manu Sharma

“…The authors used a partial least squares structural equation modeling (PLS-SEM) approach to hypothesis testing.ResultsThe findings indicated that an AI-based OMS significantly improved operational efficiency and positively affected staff attitudes. …”
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Integrating species functional and architectural traits for improving crown width prediction in subtropical multispecies forests using nonlinear hierarchical models by Canming He, Xianglin Tian, Hongxiang Wang

“…Effective CW models are well established for plantations and structurally simpler forests, yet their applicability to diverse, species-rich natural forests remains inadequate. …”
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Understanding dairy livestock farmers’ intention to adopt sociocultural dynamics for food security using the theory of planned behaviour by Paresh Kumar Sarma, Mohammad Jahangir Alam, Samiha Sarwar, Sadika Haque, Golam Rabbani, Ismat Ara Begum, Andrew M. McKenzie

“…Using a systematic random sampling technique, we surveyed 400 households in the Rajbari District of Bangladesh in 2024 and analyzed the data using the Theory of Planned Behavior (TPB) and the Partial Least Square-Structural Equation Model (PLS-SEM model). …”
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Panoptic Plant Recognition in 3D Point Clouds: A Dual-Representation Learning Approach with the PP3D Dataset by Lin Zhao, Sheng Wu, Jiahao Fu, Shilin Fang, Shan Liu, Tengping Jiang

“…SCNet integrates two key branches: a cylindrical feature extraction branch for robust spatial encoding and a sequential slice feature extraction branch for detailed structural analysis. By efficiently propagating features between these representations, SCNet achieves superior flexibility and computational efficiency, establishing a new baseline for panoptic plant recognition and paving the way for future AI-driven research in plant science.…”
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Application of Elastic networks and Bayesian networks to explore influencing factors associated with arthritis in middle-aged and older adults in the Chinese community by Tao Zhong, Tianlun Li, Jiapei Hu, Jiayi Hu, Li Jin, Yuxuan Xie, Bin Ma, Bin Ma, Dailun Hu

“…First, Elastic networks (ENs) were used to screen for features closely associated with arthritis, and we subsequently incorporated these features into the construction of the BNs model. We performed structural learning of the BNs based on the taboo algorithm and used the maximum likelihood method for parameter learning of the BNs. …”
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Association between estimated glomerular filtration rate and memory function mediated by brain Gray matter volumes: a cross-sectional study using the ADNI database by Xiaoyu Wang, Jiafeng Wang, Qianqian Xie, Yan Wang, Chunyan Li, Lin Song, Yifeng Du

“…Multivariate linear regression models examined associations between eGFR, GMVs, and memory function. Structural equation modeling (SEM) assessed the mediating role of GMVs. …”
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Fostering academic engagement through soft skills and positive emotions: a sustainable development perspective on university education by Xiaoling Wang, Xiaoling Wang, Xiang Deng, Xiang Deng, Wan Marzuki Wan Jaafar, Rose Manisah Sulong, Zaida Nor binti Zainudin, Wan Norhayati Wan Othman

“…Structural equation modeling (SEM) results supported hypothesized relationships, demonstrating that soft skills directly predicted academic engagement and indirectly predicted it through positive emotions. …”
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Deciphering the role of cuproptosis in the development of intimal hyperplasia in rat carotid arteries using single cell analysis and machine learning techniques by Miao He, Hui Chen, Zhengli Liu, Boxiang Zhao, Xu He, Qiujin Mao, Jianping Gu, Jie Kong

“…We analyzed the immune infiltration characteristics of carotid intimal hyperplasia and used electron microscopy to observe mitochondrial structural changes in cuproptosis. Additionally, we performed subgroup analyses of carotid balloon strains. …”
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Integrative approach in the study of didactic culture teacher as a scientific phenomenon by Knyazheva Iryna, He Shijia

“…It was determined that in this context, the integrative approach is a methodological concept, a set of original ideas and methods of regulation that focus on the implementation of the organization and interpretation of the results of a scientific study of the didactic culture of teachers from the standpoint of the integrity of its structural components in their various connections and interdependencies. …”
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Cultivating commitment: how cultural ecosystem services affect visitor loyalty attitudes and intention-to-return in parks and protected areas by Michael D. Ferguson, Thomas Robinson, Lauren A. Ferguson, Darrick Evensen, Forrest Schwartz, Sarah Gonyo, Amy Freitag

“…Structural equation modeling analyses revealed a robust link between various CES factors, visitor loyalty attitudes, and intention-to-return. …”
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Dialysis adequacy and sleep quality in hemodialysis patients: A cross-sectional study by Ravanbakhsh Esmaeili, Mahboobeh Khoshhal, Atefeh Yousefi, Abolfazl Hossein Netaj, Hedayat Jafari

“…Statistical analysis was performed using descriptive statistics, t-tests, Pearson correlation, multiple linear regression, and structural equation modeling (SEM). The study included 208 patients, with a mean age of 57.72 (standard deviation [SD]=12.78) years, and 56.3% were male. …”
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Investigating the influence of augmented reality marketing application on consumer purchase intentions: A study in the E-commerce sector by Thi Thuy An Ngo, Thanh Tu Tran, Gia Khuong An, Phuong Thy Nguyen

“…The study employed Partial Least Squares Structural Equation Modeling (PLS-SEM) technique to analyze the relationships between AR characteristics (interactivity, vividness, novelty, and informativeness), consumer perceptions (perceived enjoyment, usefulness, and hedonic value), and outcomes (satisfaction, attitude, and purchase intentions). …”
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Evaluation of initial geostress field of underground powerhouse in the complex alteration area of western Sichuan based on back-propagation neural network method by Hong Zheng, Shiqi Cao, Quan Jiang, Shaojun Li, Dingping Xu, Zhiwei Li

“…This inversion method has good applicability to obtain the initial ground stress distribution in the area of structural alteration where the lithology difference is large but there is no obvious lithology boundary.…”
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Vitamin D and focal brain atrophy in PD with non-dementia: a VBM study by Yingying Xu, Erlei Wang, Qilin Zhang, Jing Liu, Weifeng Luo

“…Voxel-based morphometry (VBM) was performed to calculate each PDND patient’s GMV, based on structural magnetic resonance imaging data. Associations between serum 25-hydroxyvitamin D levels, cognition, and GMV were evaluated.ResultsThe serum 25-hydroxyvitamin D levels of the PDND group were significantly lower than those of the HC group. …”
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How has scientific literature addressed crop planning at farm level: A bibliometric-qualitative review by Aniket Deo, Namita Sawant, Amit Arora, Subhankar Karmakar

“…A systematic literature review was conducted to obtain a structural overview and consolidate the knowledge from CP literature, given the dearth of review articles in this domain.The methodology included systematic selection of literature in phases and mixed-method systematic review process consisting of bibliometric analysis and qualitative review. …”
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Research on the Bearing Characteristics of Folding Steel Arch Frames with Different Snap-Fit Types Based on the Compensation Excavation Concept by Shaohua Li, Changfu Huang, Xiaojie Yang, Zhigang Tao, Jiaqi Guo, Humin Li, Tiejun Yao, Jie Hu

“…These results confirm Type B snap-fit connections as superior structural solutions for folding steel arch frames, thereby facilitating the advancement of mechanized installation technology for tunnel steel arch frames.…”
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Hippocampal vascular supply and its mediating role in systemic physiological influences on hippocampal volume by Tae Kim, Tae Kim, Javier Rasero, Anna L. Marsland, Mark R. Scudder, Tamer S. Ibrahim, Tamer S. Ibrahim, Peter J. Gianaros

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The Impact of Cultivated Land Fragmentation on Farmers’ Ecological Efficiency of Cultivated Land Use Based on the Moderating and Mediating Effects of the Cultivated Land Management... by Xianhui Hu, Xiaxia Lin, Gaohui Wen, Yi Zhou, Hao Zhou, Siqi Lin, Dongyang Yue

“…Based on 2023 household data from Changde and Shaoyang, China, empirical tests were conducted using the stochastic frontier analysis method, Tobit model, and structural equation model. …”
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Therapeutic role of isoflavones from traditional medicine in the management of polycystic ovary syndrome by Ashwini Armarkar, Prafulla Sabale, Satyendra Prasad, Vidya Sabale, Lata Potey, Dipti Masram

“…These secondary plant metabolites, which predominantly occur in the Fabaceae family, exhibit structural similarities to 17β-estradiol, and typically exist in conjugated forms. …”
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Differential Association Between Default Mode Network Connectivity and Attachment Styles in Healthy Individuals and Crohn's Disease Patients by Alessandro Agostini, Sara Ventura, Silvia Tempia Valenta, Fernando Rizzello, Paolo Gionchetti, Francesca Benuzzi, Nicola Filippini

“…All participants filled out the Attachment Style Questionnaire (ASQ) widely used to evaluate the dimensions of the attachment style and underwent an MRI protocol including structural and functional scans. Results The ASQ scores were similar between groups. …”
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