Cross-Context Stress Detection: Evaluating Machine Learning Models on Heterogeneous Stress Scenarios Using EEG Signals by Omneya Attallah, Mona Mamdouh, Ahmad Al-Kabbany

“…Furthermore, we evaluate classical ML models and their generalizability, offering insights into the influence of training data on model performance, data efficiency, and related expenses. EEG data were acquired leveraging MUSE-S^TM hardware during stressful MAE and VR gaming scenarios. …”
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EFFECT OF THYMOQUINONE IN COMBINATION WITH NIVOLUMAB ON EXPERIMENTAL RENAL CELL CANCER MODELS by Ahmet Dirican, Safiye Aktaş, Tekincan Aktaş, Aylin Erol, Özde Gökbayrak, Hatice Efsun Kolatan, Efe Özgür Serinan, Zekiye Sultan Altun, Işıl Somalı, Osman Yılmaz

“…Objectives: Thymoquinone a bioactive component extracted from the seeds of Nigella sativa, has been proved to have antiinflammatory, antioxidant properties anti antitumor efficiency against breast, prostate, bladder, and renal cell cancer. …”
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INNOVATIVE POTENTIAL OF A MEDICAL ORGANIZATION, AS PART OF ITS ECONOMIC POLICY by V. A. Kozlov, B. A. Polyakov, D. L. Mushnikov, M. I. Stoylovskiy, D. V. Drozhzhin

“…The integral estimation methodology of a medical organization’s innovation potential includes a quantitative assessment of each component of the potential according to the appropriate methodology.Results. …”
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Research on Dynamic Mechanical Properties and Numerical Simulation of Broken Coal-Rock Grouting Consolidation Bodies by Jiaxin Huo, Changxing Zhu, Xinming Chen, Jiaqi Guo, Huazhe Jiao, Liyou Zhang, Yu Xu, Mingzhi Wang, Xiangfei Jin

“…These findings provide quantitative technical guidance for optimizing grouting material selection and reinforcement strategies in coal-rock engineering applications.…”
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Diversified Cropping Modulates Microbial Communities and Greenhouse Gas Emissions by Enhancing Soil Nutrients by Zhongyan Wang, Huaqiang Xuan, Bei Liu, Hongfeng Zhang, Tongyan Zheng, Yunxia Liu, Luping Dai, Yi Xie, Xianchao Shang, Li Zhang, Long Yang, Sitakanta Pattanaik, Ling Yuan, Xin Hou

“…Therefore, we conducted a quantitative bibliometric analysis of observed data between 2014 and 2024 to identify current research hotspots and future research trends in intercropping and crop rotation. …”
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Scalable Hyperspectral Enhancement via Patch-Wise Sparse Residual Learning: Insights from Super-Resolved EnMAP Data by Parth Naik, Rupsa Chakraborty, Sam Thiele, Richard Gloaguen

“…P²SR is deployable on a high-performance computing (HPC) system with parallel processing, ensuring scalability and computational efficiency for large HSI datasets. Extensive evaluations on three diverse study sites demonstrate that P²SR consistently outperforms traditional and state-of-the-art (SOA) methods in both quantitative metrics and qualitative spatial assessments. …”
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Approach to analysis of inter-regional similarity of investment activity support measures in legislation of regions (on the example of Krasnoyarsk region) by Valentina F. Lapo

“…There is no mention in the literature of the methodical questions of quantitative analysis and inter-regional comparisons. …”
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Cost-benefit analysis and sustainability considerations in starting a restaurant: A case study from Sri Lanka by Sahan Perera, Dunith Abeyaratne, Kavindu Nimesh, Sakith Dewnith, Yasas Sri, Methuli Mewanya, Haritha Perera, Kavindi Wathsala, Sarasi Perera, Thilina Jayathilaka, Nuwan Jayarathna

“…The analysis includes both quantitative (financial calculations using Python and Matplotlib) and qualitative (market positioning, eco-friendly strategies) methods to assess the feasibility and sustainability of the business. …”
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The Vps21 signalling pathway regulates white-opaque switching and mating in Candida albicans by Fei Zhao, Han Du, Qiushi Zheng, Jian Bing, Li Tao, Clarissa J. Nobile, Guanghua Huang

“…However, compared to the wildtype strain, the vps21/vps21, vps9/vps9, vps3/vps3, vac1/vac1, and pep12/pep12 mutant strains exhibited dramatically reduced mating efficiencies. Quantitative RT-PCR assays demonstrated that inactivation of the Vps21 signalling pathway led to downregulation of pheromone expression and mating response pathway associated genes. …”
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Microscopic pore-fracture combination types and their impact on exploration and development: in case of deep shale gas reservoirs in the Luzhou area of the Sichuan Basin by Zhiming Hu, Zhiming Hu, Xianggang Duan, Xianggang Duan, Yonghong Fu, Yan Chang, Yan Chang, Jin Chang, Jin Chang, Yuqiang Jiang, Linyao Yu

“…This study achieved the visualization of MICP experiments, enabling a quantitative classification of pore volume and micro-fracture volume within the shale reservoir. …”
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USE OF THE ECONOMIC ANALYSIS OF LAW METHOD IN UNDERSTANDING THE ESSENCE OF A LEGAL ENTITY by Yurii Zhornokui, Valentyna Zhornokui, Iryna Vahanova

“…The economic analysis of law serves as the principal methodological framework, allowing for the evaluation of economic efficiency, clarification of the nature and function of legal entities, and informed managerial decision-making. …”
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Integrating large language models in biostatistical workflows for clinical and translational research by Steven C. Grambow, Manisha Desai, Kevin P. Weinfurt, Christopher J. Lindsell, Michael J. Pencina, Lacey Rende, Gina-Maria Pomann

“… Abstract Introduction: Biostatisticians increasingly use large language models (LLMs) to enhance efficiency, yet practical guidance on responsible integration is limited. …”
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Perceptions and Attitudes Toward Utilizing a Non‐Invasive Biomarker for Colorectal Cancer Screening: A Qualitative Study by Choi Ying Chu, Junjie Huang, Jamie Jie Mei Liew, Apurva Sawhney, Xianjing Liu, Chaoying Zhong, Jianli Lin, Junjie Hang, Claire Chenwen Zhong, Jinqiu Yuan, Martin C. S. Wong

“…Future studies should examine the applicability, acceptability, efficiency, and cost‐effectiveness of the test in real‐world settings.…”
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Extracting Multifaceted Characteristics of Patients With Chronic Disease Comorbidity: Framework Development Using Large Language Models by Junyan Zhang, Junchen Zhou, Liqin Zhou, Zhichao Ba

“…This approach greatly improves research efficiency and reduces labor requirements; moreover, due to the framework’s high accuracy, it can increase study reliability.…”
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Antiviral activity of Scutellaria baicalensis Georgi Extract against Getah virus in vivo and in vitro by Baoling Liu, Yuling Wang, Lina Shao, Yuanhang Chen, Zhiwen Xu, Zhiwen Xu, Ling Zhu, Ling Zhu

“…This study aimed to investigate the anti-GETV activity of the Extract of Scutellaria baicalensis Georgi (ESG) in vivo and in vitro.MethodsThe cytotoxic effects of ESG on BHK-21 cells were quantitatively evaluated through the MTT assay. Quantitative analysis of viral replication was performed using qRT-PCR, while E2 protein expression was analyzed through western blotting. …”
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Sialyltransferase-related genes as predictive factors for therapeutic response and prognosis in cervical cancer by Jia Shao, Can Zhang, Yaonan Tang, Aiqin He, Xiangyan Cheng

“…Further reverse-transcription quantitative PCR and Transwell assays were performed to verify the expression and potential function of the screened key genes. …”
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Comparative analysis of oncolytic potential of vesicular stomatitis virus serotypes Indiana and New Jersey in cancer cell lines by A. S. Isaeva, N. O. Porozova, E. Idota, S. I. Volodina, A. N. Lukashev, A. S. Malogolovkin

“…Aim. Compare the lytic efficiency and the kinetics of accumulation of vesicular stomatitis virus serotypes Indiana (VSV-IND) and New Jersey (VSV-NJ) on cell lines of mouse melanoma B16F10, human hepatocellular carcinoma HepG2 and human mammary adenocarcinoma MCF7.Materials and methods. …”
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Raising entire male pigs: comparison of growth performance and meat quality of the Bísara breed and a terminal cross - a pilot study by Ricardo Pereira-Pinto, José Pedro Araújo, José Pedro Araújo, Joaquim Cerqueira, Joaquim Cerqueira, Fernando Mata, Preciosa Pires, Manuela Vaz-Velho

“…Rearing entire male pigs presents several benefits, including enhanced feed efficiency, reduced environmental impact, and improved animal welfare. …”
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Conceptual Development of Urban Super-blocks Model in Urban Planning Based on Content Analysis Method by Hafez Mahdnejad

“…The approach of most sources is quantitative and qualitative (71 percent). The most methods of data collection are related to field studies, literature review, observation, interviews, spatial data and document analysis, which account for 84% of the research resources. …”
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Motivation Levels of Administrative Employees at a Selected Government Department by Ashley Ntombi Bhuda, Cornelia Harmse

“… In regions across South Africa there is an urgent need for government departments to deliver high-quality services consistently. The efficient and timely delivery of government services to citizens is largely dependent on the critical role played by administrative employees. …”
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