Deep learning–based classification of parotid gland tumors: integrating dynamic contrast-enhanced MRI for enhanced diagnostic accuracy by Kazim Ayberk Sinci, Ilker Ozgur Koska, Yusuf Kenan Cetinoglu, Nezahat Erdogan, Ali Murat Koc, Nuket Ozkavruk Eliyatkin, Cagan Koska, Barkan Candan

“…Classification performance was assessed using accuracy, precision, recall, and F1‐score, with 95% confidence intervals derived via bootstrap resampling. Results In Task 1, EfficientNetB0 achieved the highest accuracy (85%). …”
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New Analytical Wave Structures for the (2+1)-Dimensional Chaffee-Infante Equation by Fatma Nur Kaya Sağlam

“…In order to tackle complex nonlinear issues, the solutions are dependable, efficient, and manageable, and the generated results provide a basis for further research. …”
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Enterprise Resource Planning Systems and Firm Performance: Examining Mediating and Moderating Effects by Tu Ngoc Tran

“…Improved MAPs enable more informed decision-making, efficient resource allocation, and greater operational effectiveness, thereby boosting overall firm performance. …”
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Computational work of casson rheology on 3D swirling plate employing yamada-ota and xue models by Jabr Aljedani, Hakim AL Garalleh, Umar Nazir, Muhammad Sohail, Ibrahim Mahariq, Abd Allah A. Mousa, Afnan Al Agha

“…Such a complicated model is resolved efficient method named as finite element method. By enhancing impacts of chemical reaction and Dufour numbers, mass diffusion is enhanced but opposite behavior is noticed in mass diffusion with the change of Schmidt number. …”
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Determination of Solid State Solubility of the Components in the Ag-Ge Film System by A.A. Minenkov, S.I. Bogatyrenko, A.P. Kryshtal

“…The efficiency of determination of solid state solubility of the components in the system with an eutectic type of interaction (Ag-Ge) by means of measuring the sample electrical resistance during thermal cycling has been shown. …”
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Adsorption of Phenol onto Aluminum Oxide Nanoparticles: Performance Evaluation, Mechanism Exploration, and Principal Component Analysis (PCA) of Thermodynamics by Safwat M. Safwat, Nouran Y. Mohamed, Mohamed N. A. Meshref, Abdelsalam Elawwad

“…This evidence is key for future investigations for the efficiency of adsorption conditions concerning the contaminant type and adsorbate compounds.…”
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The Exploitation of Nanotechnology in Herbicides and Bioherbicides: A Novel Approach for Sustainable Weed Management by Mirko La Iacona, Aurelio Scavo, Sara Lombardo, Giovanni Mauromicale

“…This review highlights the increasing efficiency and diffusion of nanoherbicides and nanobioherbicides, suggesting their introduction into sustainable and integrated weed management strategies. …”
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Extracorporeal Detoxification Methods in the Treatment of Destructive Pancreatitis by E. L. Ismailov, S. N. Eralina, B. B. Tekesbaev, R. B. Abdrasulov

“…The rise in the incidence of acute necrotic pancreatitis in the past decade and high mortality rates of as high as 20—45% all suggest that the disease is of high social, medical, and economic importance.Objective: to study the efficiency of extracorporeal detoxification methods in the combination treatment of patients with severe destructive pancreatitis.Subjects and methods. …”
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Numerical Identification of Multiparameters in the Space Fractional Advection Dispersion Equation by Final Observations by Dali Zhang, Gongsheng Li, Guangsheng Chi, Xianzheng Jia, Huiling Li

“…The inversion solutions are in good approximations to the exact solutions demonstrating the efficiency of the proposed algorithm.…”
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Solving Famous Nonlinear Coupled Equations with Parameters Derivative by Homotopy Analysis Method by Sohrab Effati, Hassan Saberi Nik, Reza Buzhabadi

“…The efficiency and accuracy of the method are verified by using two famous examples: coupled Burgers and mKdV equations. …”
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Thermal stability of FeSi as barrier layer in high-performance Mg2Si0.3Sn0.7 thermoelectric device by Shanshan Hu, Chen Huang, Changyuan Li, Long Yang, Zhiwei Chen, Baisheng Sa, Wen Li, Yanzhong Pei

“…The well-established bond in Mg2Si0.3Sn0.7/FeSi joint results in a low contact resistivity of ∼20 μΩ⸱cm2 and a conversion efficient of ∼6.5% for the Mg2Si0.3Sn0.7 single-leg device is achieved at a temperature difference of ∼290 K. …”
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ZIF-8/PLA porous composite microspheres: preparation, characterization, and effective removal of gaseous benzene by Jiali Li, Peijian Sun, Yipeng Wang, Xuehui Sun, Bin Peng, Weili Xu, Mengmeng Liu, Cong Nie

“…The adsorption capacity of gaseous benzene on these ZIF-8/PLA microspheres is as high as 77–238 mg/g and 18%–44% of benzene can be removed from the cigarette smoke by using these ZIF-8/PLA microspheres as absorbents due to the interconnected hierarchical porous network enhancing the fast gas diffusion and the strong π-π stacking interactions of ZIF-8 towards aromatic hydrocarbons, showing the great potential of these ZIF-8/PLA microspheres as adsorbents for efficient removal of gaseous benzene.…”
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Sodium-Intercalated Vanadium Oxide Coated on Carbon Cloth for Electrode Materials in High-Performance Aqueous Zinc-Ion Batteries by Chen Chen, Baoxuan Hou, Ting Cheng, Fei Wu, Yulin Hu, Youzhi Dai, Xiao Zhang, Yuan Tian, Xin Zhao, Lei Wang

“…This unique structural design provided abundant active sites and efficient ion transport pathways, thereby enhancing the overall electrochemical performance. …”
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Energetics of Eco-Industry of Food Concentrates Production by Burdo O., Terzsiev S., Levtrynska Ju.

“…The analysis of drying technologies energy efficiency on base new similarity (similarity of energy action) is carried out. …”
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A Proposed Stochastic Finite Difference Approach Based on Homogenous Chaos Expansion by O. H. Galal

“…Two well-known equations were used for efficiency validation of the method proposed. First one being the linear diffusion equation with stochastic parameter and the second is the nonlinear Burger's equation with stochastic parameter and stochastic initial and boundary conditions. …”
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Utilization of valorised wood bark waste as an adsorbent for the uptake of Pb(II) ions by Salah Ud Din, Ibrahim Arogundade, Khairia Mohammed Al-Ahmary, Saedah R. Al-Mhyawi, Hamad AlMohamadi, Nuha Y. Elamin, Ibtehaj F. Alshdoukhi, Jawaher Saud Alrashood

“…Abstract This study investigates the potential of valorized wood bark waste as an efficient, low-cost adsorbent for removing Pb(II) ions from aqueous solutions. …”
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Experimental and numerical investigation of the morphological changes of a natural limestone-based CO2 sorbent over repeated carbonation-calcination cycles by Maximilian Krödel, Dominic Spescha, Agnieszka Kierzkowska, Felix Donat, Christoph R. Müller

“…Supported by kinetic and morphological modelling, our findings challenge the widely used concept of a CaCO3 product layer of critical thickness limiting CO2 diffusion to CaO, implying that the reaction is limited by diffusion as soon as the surface of CaO is fully covered with CaCO3 crystallites. …”
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An Observational Study on The Role of Magnetic Resonance Imaging in The Evaluation of Soft Tissue Tumors with Histopathological Correlation at Tertiary Care Centre by Sriramula Sripriya, Tejaswini Mogalagunta, Sunitha Bajaj, Sudha Bindu T, Madhavi T

“…T2-weighted heterogeneous hyperintensity was noted more frequently in malignant lesions, demonstrating a high positive predictive value; that is, 83% of malignant tumors exhibited changes on diffusion-weighted imaging/ apparent diffusion co efficient (DWI/ADC). …”
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Energy-dependent Transport of Cosmic Rays in the Multiphase, Dynamic Interstellar Medium by Lucia Armillotta, Eve C. Ostriker, Nora B. Linzer

“…The CR pressure is uniform in the highly diffusive, mostly neutral midplane region, but decreases exponentially in the ionized extraplanar region where scattering is efficient. …”
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Effect of Subgrains on the Performance of Mono-Like Crystalline Silicon Solar Cells by Su Zhou, Chunlan Zhou, Wenjing Wang, Yehua Tang, Jingwei Chen, Baojun Yan, Yan Zhao

“…These subgrains have an almost negligible effect on the optical performance, shunt resistance, and junction recombination but significantly affect the minority carrier diffusion length and quantum efficiency within a long wavelength range. …”
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