Investigating the relationship between human capital and innovation with the mediating role of knowledge sharing and social media networking in iranian creative companies by Hashem Atapour, Afshin Hamdipour, Sahar Safipour

“…Purpose: Nowadays, companies need innovation to survive in complex conditions and to produce new products and services. …”
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Prospects for the Development of the Present Stage of Higher School by I. I. Bobrova, E. G. Trofimov

“…The positive experience of the last ten years is the use of electronic educational complexes within the disciplines being read. Conclusion, leave electronic complexes in the assortment of the teacher. …”
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Variation within and between digital pathology and light microscopy for the diagnosis of histopathology slides: blinded crossover comparison study by David RJ Snead, Ayesha S Azam, Jenny Thirlwall, Peter Kimani, Louise Hiller, Adam Bickers, Clinton Boyd, David Boyle, David Clark, Ian Ellis, Kishore Gopalakrishnan, Mohammad Ilyas, Paul Kelly, Maurice Loughrey, Desley Neil, Emad Rakha, Ian SD Roberts, Shatrughan Sah, Maria Soares, YeeWah Tsang, Manuel Salto-Tellez, Helen Higgins, Donna Howe, Abigail Takyi, Yan Chen, Agnieszka Ignatowicz, Jason Madan, Henry Nwankwo, George Partridge, Janet Dunn

“…As a result, digital pathology could potentially lead to safer more efficient working. In order to use digital pathology in practice, we need to know pathologists produce equivalent reports as compared to light microscopy. …”
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Establishing 3D organoid models from patient-derived conditionally reprogrammed cells to bridge preclinical and clinical insights in pancreatic cancer by Jin Su Kim, Chan Hee Park, Eunyoung Kim, Hee Seung Lee, Jinyoung Lee, Jeehoon Kim, Eun Hee Kam, Sanghee Nam, Moon Jae Chung, Jeong Youp Park, Seung Woo Park, Sangwoo Kim, Galam Leem, Seungmin Bang

“…Notably, the IC50 values for the 3D organoids were generally higher, reflecting the structural complexity and drug penetration barriers observed in vivo. …”
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Integrated transcriptomic and functional modeling reveals AKT and mTOR synergy in colorectal cancer by Marcin Duleba, Eliza Zimoląg, Joanna Szuszkiewicz, Marcin Serocki, Joanna Szklarczyk, Olga Dracz, Alexander Kurzejamski, Izabella Więckowska, Marcelina Chmiel, Barbara Lipert, Katarzyna Sarad, Joanna Krawczyk, Oleksii Bryzghalov, Agata Stachowicz-Wałaszek, Karolina Pyziak, Joanna Drozdowska, Krzysztof Baczyński, Konrad Wojtowicz, Maurycy Chronowski, Krzysztof Rataj, Magdalena Otrocka, Michał Mikula, Paula Feliksiak, Rafał Dziadziuszko, Tomasz Rzymski, Andrew Thomason, Krzysztof Brzózka, Andrzej Mazan

“…Importantly, our engineered model and patient-derived cells reflect the complexity and heterogeneity of primary tumors, not observed with standard immortalized cell lines, offering a more clinically relevant system, although further validation is needed. …”
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Real-Time Forest Fire Detection with Lightweight CNN Using Hierarchical Multi-Task Knowledge Distillation by Ismail El-Madafri, Marta Peña, Noelia Olmedo-Torre

“…The dataset comprised primary classes (fire vs. non-fire) and detailed subclasses that account for confounding elements such as smoke, fog, and reflections. The novelty of this approach lies in leveraging knowledge distillation to transfer the deeper insights learned by the DenseNet201 teacher model—specifically, the auxiliary task of recognizing the confounding elements responsible for false positives—into a lightweight student model, enabling it to achieve a similar robustness without the need for complex architectures. …”
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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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Multi-objective Optimization Design of Component Cooling System in HPR1000 by ZHAO Weiguang1, 2, YU Pei1, 3, ZENG Xiaobo1, 2, FAN Guangming1, 2, YAN Changqi1, 2

“…To enhance the design of the component cooling system (RRI) within the HPR1000 cold chain system and to address issues of low utilization efficiency and poor economic performance under specific design and operational conditions, a mathematical model was developed. …”
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The Validity of Cryptocurrency Transactions and the Analysis of Associated Disputes by Hossein Qahari, Javad Hosseinzadeh

“…But we cannot use cryptocurrency as the price of the transaction, and fiat money should be given instead. 1. Introduction The complex economic relations in the current era increasingly demand the provision of efficient, rational, and comprehensive legal norms. …”
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Real‐Climatic Microcontroller‐in‐the‐Loop (RCMIL) Framework: A Novel, Rapid, and Cost‐Effective Approach for Verifying Photovoltaic Control Systems by Ambe Harrison, Idriss Dagal, Wulfran Fendzi Mbasso, Fritz Nguemo Kemdoum, Reagan Jean Jacques Molu, Hamid Belghiti, Pradeep Jangir

“…Experimental results demonstrate the framework's efficacy, with the real‐climatic efficiency (RCE) reaching 97.15% under slowly changing conditions, while the real‐climatic mean absolute error (RCMAE) and real‐climatic mean absolute percentage error (RCMAPE) for voltage were measured at 4.55 V and 18.77%, respectively. …”
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On the Issue of Practical Orientation of Teaching Students of Technical Universities the Basics of Descriptive Geometry by L. G. Polyakov, T. D. Polyakova

“…One of the ways to improve the efficiency of learning disciplines is to link theory with practice. …”
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Establishment of Hyperspectral Prediction Model of Water Content in Anshan-Type Magnetite by Xiaoxiao XIE, Yang BAI, Jiuling ZHANG, Yuna JIA

“…Therefore, it is very important to control the water content of iron ore reasonably for improving mining production efficiency, reducing energy consumption and reducing waste of raw materials. …”
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Intrusion detection system based on machine learning using least square support vector machine by Pratik Waghmode, Manideep Kanumuri, Hosam El-Ocla, Tanner Boyle

“…In addition, our model demonstrates competitive testing time efficiency in 2.8 s for NSL-KDD, 1.0s for CIC-IDS-2017, and 2.8s for UNSW-NB15. …”
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Comparative Results of Emergency Carotid Endarterectomy and Emergency Carotid Angioplasty With Stenting in the Acute Period of Ischemic Stroke. Multicenter Study Results by A. N. Kazantsev, V. A. Porkhanov, G. G. Khubulava, R. A. Vinogradov, V. N. Kravchuk, M. A. Chernyavsky, E. Y. Kachesov, A. A. Erofeyev, V. V. Matusevich, K. P. Chernykh, N. E. Zarkua, G. S. Bagdavadze, R. Y. Lider, M. S. Bayandin, A. V. Khudetskaya, A. P. Chernykh, A. G. Baryshev, A. R. Shabayev, V. A. Lutsenko, R. V. Sultanov, D. V. Fattakhov, A. V. Kutsenko, L. V. Timchenko, A. E. Chikin, E. Y. Kalinin, S. V. Artyukhov, T. E. Zaitseva, Y. P. Linets

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Comparative Ethics of Modern Payment Models by Jacob Riegler

“…Volume-based reimbursement schemes prioritize efficiency, regardless of these major bioethical principles. …”
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Comparative Ethics of Modern Payment Models by Jacob Riegler

“…Volume-based reimbursement schemes prioritize efficiency, regardless of these major bioethical principles. …”
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Project quality, regulation quality by Elena Mussinelli

“…Hence, it is worth reflecting on the effectiveness and efficiency of a regulatory framework that has been governing territorial, urban and building transformations in an increasingly articulated and specialised manner with a view to improving the quality and sustainability of natural and anthropic habitats. …”
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Explaining the Comprehensive Human-To-Human Marketig System in the Health Tourism Industry by Ali Pourang, Meysam Shirkhodaie, Mahmood Yahyazadeh far, Mohsen Alizadeh San, Masoomeh Tavangar

“…Digitalization enhances efficiency and personalization, while robust legal and cultural infrastructures support trust and sustainability. …”
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Assessment of Outcomes of the Modified Stoppa Approach in the Treatment of Acetabular Fractures: A Retrospective Cohort Study by Nurgeldi Manap, Nagmet Mursalov, Mukhtar Abilmazhinov

“…Nevertheless, the frequency and complexity of the occurring pelvic bone injuries dictate the need for further search and improvement of more optimal access options for surgical treatment.…”
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Research on Random Discrete Ordinates Method Based on Quasi-Monte Carlo Integration Technique by DAI Tao, XU Longfei, LI Baiwen, SHEN Huayun, HU Yuan, MA Ruiyao

“…However, this approach necessitates hybrid code architectures that integrate supplementary transport solvers with SN frameworks, substantially increasing computational complexity and programming challenges, while inheriting inherent limitations from the auxiliary methods: ray tracing struggles with reflective boundary conditions, Monte Carlo suffers from expensive computational costs, and PN method exhibit numerical oscillations in angularly anisotropic problems. …”