GGLA-NeXtE2NET: A Dual-Branch Ensemble Network With Gated Global-Local Attention for Enhanced Brain Tumor Recognition by Adnan Saeed, Khurram Shehzad, Shahzad Sarwar Bhatti, Saim Ahmed, Ahmad Taher Azar

“…To address these issues, we propose a Dual-Branch Ensemble and Gated Global-Local Attention network based on EfficientNetV2S and ConvNeXt (GGLA-NeXtE2NET) to improve identification accuracy and model interpretability. …”
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Association between the triglyceride glucose-Chinese visceral adiposity index and new-onset stroke risk: a national cohort study by Mengdie Wang, Bing Gao, Fei Huang

“…The TyG–CVAI index is anticipated to be a more efficient and significant indicator for evaluating early stroke. …”
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The Reflection That Connects Us with Ourselves, with the Present, and with our Future Perspectives by Gabriella GORBAI

“…They were not concerned with the future because they did not hope that with a more purposeful attitude, with more efficient work their lot could be improved. On the other hand, their attitude towards the present had become more and more pessimistic. …”
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Cellulosic-based microneedles for sensing heavy metals in fish samples by Houman Kholafazad, Mahdiyeh Pazhuhi, Mohammad Hasanzadeh, Nicolas H. Voelcker, Nasrin Shadju, Azadeh Nilghaz

“…The MNs exhibit low reagent and sample volume requirements along with flexibility and ease of penetration into samples, and filtration capabilities that allow efficient detection with minimal interference. The structure of MNs was investigated by field emission scanning electron microscopy (FE-SEM), revealing a conical shape with an average height of ∼750 µm and a diameter of ∼500 µm. …”
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Preparation of Ag/Cu/Ti Nanofluids by Spark Discharge System and Its Control Parameters Study by Kuo-Hsiung Tseng, Juei-Long Chiu, Heng-Lin Lee, Chih-Yu Liao, Hong-Shiou Lin, Yi-Syuan Kao

“…As the resistivity of silver and copper is very low, at about 15×10-9 Ω·m, if TON is set to between 10~50 μs, good preparation efficiency can be obtained. The resistivity of titanium is 420×10-9 Ω·m, which is much larger than that of silver or copper. …”
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Analyzing of thick plates with cutouts using the meshless (EFG) method based on higher order shear deformation theories for solving shear-locking issue by Seyed Amin Vakili, Farzad Shahabian, Mohammad Hossein Ghadiri Rad

“…Numerical implementations show that the presented method has high efficiency, good accuracy and easy implementation.…”
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A new Maxwell-Log logistic distribution and its applications for mortality rate data by Uthumporn Panitanarak, Aliyu Ismail Ishaq, Alfred Adewole Abiodun, Hanita Daud, Ahmad Abubakar Suleiman

“…The proposed distribution’s density shapes can be left or right-skewed and symmetric. …”
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Reliability Analysis of Transmission Tower Based on Unscented Transformation Under Ice and Wind Loads by Jianghong Chen, Xiaohan Zhao, Kanghao Shi, Zhiqiang Ao, Xinchao Zheng

“…Variations in error caused by the change in correlation coefficients among variables are small. Consequently, the efficiency of calculations is improved by the UT-based reliability calculations for transmission towers in the case of correlated variables, which better meet engineering application requirements. …”
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Planning Policies and Housing Development: Evaluating Ireland’s Fast-Track Planning Scheme 2017–2021 by Hualuoye Yang, Declan Redmond, Brendan Williams

“…By exploring the tensions between planning efficiency, industry interests, and broader policy objectives, this study contributes to ongoing debates about the role of neoliberalism in urban planning. …”
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High-quality CAD model as a prerequisite for digitalisation of CNC machining process by Ivana Linkeová, Jakub Müller, Michal Stejskal

“…Digitalisation and automation are currently being introduced to CNC machining to increase efficiency and reduce production costs. This trend can result in reduced quality of the final product, especially in CNC machining of molds with complex shapes, where additional manual interventions such as grinding are often necessary. …”
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Research on Wireless Passive Ultrasonic Thickness Measurement Technology Based on Pulse Compression Method by Long Pan, Kunsan Shi, Lei Han, Dingrong Qu, Yanling Zhang, Wenwu Chen

“…Fixed-point thickness measurement is commonly used in corrosion detection within petrochemical enterprises, but it suffers from low detection efficiency for localized thinning, limitations regarding measurement locations, and high equipment costs due to insulation and cooling layers. …”
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Enhanced metal ion adsorption using ZnO-MXene nanocomposites with machine learning-based performance prediction by Abhishek Kagalkar, Swapnil Dharaskar, Nitin Chaudhari, Vinay Vakharia, Rama Rao Karri

“…The two-step chemical method used to create composites showed how temperature affected their shape. In the adsorption studies, a high removal efficiency of 97% for chromium, 91% for cadmium, 97% for lead, and 96% for arsenic were observed. …”
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Easy‐to‐morph printable conductive Marangoni‐driven 3D microdome geometries for fingertip‐curved e‐skin array with an ultragentle linear touch by Seung Hwan Jeon, Hyeongho Min, Gui Won Hwang, Jihun Son, Han Joo Kim, Da Wan Kim, Yeon Soo Lee, Chang Hyun Park, Cheonyang Lee, Hyoung‐Min Choi, Jinseok Jang, Bo‐Gyu Bok, Tae‐Heon Yang, Min‐Seok Kim, Changhyun Pang

“…Abstract Continuously printable electronics have the significant advantage of being efficient for fabricating conductive polymer composites; however, the precise tailoring of the 3D hierarchical morphology of conductive nanocomposites in a simple dripping step remains challenging. …”
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JUSTIFICATION OF THE DESIGN OF THE DENTURE WITH CLASPLESS FIXATION AT THE MESIO-DISTAL INCLINATION OF THE TEETH. by I.M. Tkachenko, S.A. German, E.O. Berezhna, K.U. Andrienko, A.O. Izotova

“…For this, you need to determine the ratio of the magnitude undercut and height of the inclined teeth and to compare them with the data tables. The most efficient should be considered claspless design of the prosthesis, if both of the inclined abutments have a ratio of the magnitude of undercut and height not less than the value of the ratio when the value F/2=0.3 kg U= 1 mm. …”
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Synergistic carbon source utilization in Biofloc aquaculture of common carp (Cyprinus carpio): impacts on growth, health, and environmental parameters by Nandini Rai, J. M. Julka, Akshaya Panigrahi, Sofia Priyadarsani Das

“…Biofloc morphology varied, with rod shapes observed in the jaggery and rice flour group and spherical peanut shapes in the jaggery and corn flour group. …”
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Microscopic pore structure characteristics and mobility of shale oil reservoirs in Liushagang Formation, Weixinan Sag, Beibu Gulf Basin by Junjun YOU, Desheng HU, Zhenzhu YUAN, Gang ZHOU, Li JIANG

“…This study aims to reveal the microscopic pore structure and mobility characteristics of shale oil reservoirs, thereby guiding efficient exploration and development of offshore shale oil. …”
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Amino acid metabolism-mediated immune cell fate and function in pigs by Liuqin He, Shunshun Jin, Tiejun Li, Yulong Yin

“…It provides a scientific basis for improving disease resistance and production efficiency in animals.…”
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State of art on the role of using a nanofluid in enhancing heat transfer in microchannels with different geometries by Mahmoud G. Abd Elfatah, Osama E. Abd-Ellatif, Ahmed A. A. Attia, Abdelrady O. Elnady

“…This study provide an in-depth analysis of nanofluid role in improving heat transfer efficiency, focusing on critical factors such as nanoparticle concentration, type, and size. …”
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Evolution of Regional Innovation Strategies Towards the Transition to Green Energy in Europe 2014–2027 by Korneliusz Pylak, Jakub Pizoń, Ewa Łazuka

“…In addition, the study highlights the selective prioritization of decarbonization and energy efficiency goals, while goals such as consumer empowerment and offshore wind energy remain undervalued. …”
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3D-Printed Accessories and Auxiliaries in Orthodontic Treatment by Marcel Paľovčík, Juraj Tomášik, Márton Zsoldos, Andrej Thurzo

“…In-office 3D printing enables reduced dependence on external labs, enhancing efficiency and potentially lowering costs. Key topics include material properties, biocompatibility, and clinical applications, alongside an evaluation of both successes and limitations highlighted in recent studies. …”
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