FUSCANet: Enhancing Skin Disease Classification Through Feature Fusion and Spatial-Channel Attention Mechanisms by Qinyang Liu, Xuan Wang, Hongjiu Liu, Xiangzhen Zang, Lei Li, Zhanlin Ji, Ivan Ganchev

“…With the widespread application of computer vision technology in dermatology, automating skin lesion classification through computer algorithms has become a crucial method for improving diagnostic efficiency and reducing the mortality rate due to malignant skin conditions. …”
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Calculation and Experimental Study of the Dynamics of the Track Mover Bypass of a Cross-Country Transport Vehicle by Alexey I. Taratorkin, Sergey V. Abdulov, Viktor B. Derzhanskii, Alexandr A. Volkov, Evgeniy B. Sarach, Alexandr I. Komissarov

“…The article presents an analysis of the methods for studying the dynamics of the branches of the track bypass, substantiates and proposes a research methodology and a simulation spatial model of the track mover of a cross-country transport vehicle, which differs from the common string inertialess and rod inertial models of the branches of the track mover by the ability to take into account a complex set of kinematic and force factors excited during the movement of the tracked vehicle in steady and transient motion modes. …”
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The superiority of feasible solutions-moth flame optimizer using valve point loading by Mohammad Khurshed Alam, Herwan Sulaiman, Asma Ferdowsi, Md Shaoran Sayem, Md Mahfuzer Akter Ringku, Md. Foysal

“…They have evolved the ability to navigate at night using a technique called transverse orientation. …”
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Nonlinear multimode photonics on-chip by Vitali Valerio, Bucio Thalía Domínguez, Liu Hao, Haines Jack, Naik Pooja Uday, Guasoni Massimiliano, Gardes Frederic, Pavesi Lorenzo, Cristiani Ilaria, Lacava Cosimo, Petropoulos Periklis

“…Nonlinear integrated photonics, which takes advantage of the strong field enhancement in integrated waveguides to boost the efficiency of nonlinear effects, has paved the way for the demonstration of cutting-edge applications. …”
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Evaluating the impact of deep learning approaches on solar and photovoltaic power forecasting: A systematic review by Oussama Khouili, Mohamed Hanine, Mohamed Louzazni, Miguel Angel López Flores, Eduardo García Villena, Imran Ashraf

“…Accurate solar and photovoltaic (PV) power forecasting is essential for optimizing grid integration, managing energy storage, and maximizing the efficiency of solar power systems. Deep learning (DL) models have shown promise in this area due to their ability to learn complex, non-linear relationships within large datasets. …”
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Impacts of flexible renewable hybrid system with electric vehicles considering economic reactive power management on microgrid voltage stability and operation by Huan Xie, Ihab Omar, Husam Rajab, Rishabh Chaturvedi, Abdullah Abed Hussein, Narinderjit Singh Sawaran Singh, Jaber M. Asiri, Nimesh Raj, Tannmay Gupta, Ahmad Alizadeh

“…Abstract This article delves into the eco-friendly operation of a smart microgrid, highlighting its ability to maintain voltage security through a flexible renewable hybrid system. …”
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Potential role of nanostructured lipid carrier as cutting-edge approach for drug delivery of nonsteroidal anti-inflammatory drugs by Zahoor Ishrat, Singh Sukhbir, Sharma Neelam, Wani Shahid Nazir, Kishore Ladli

“…This analysis emphasises the considerable capacity of NLCs to efficiently transport NSAIDs while reducing their negative impacts in the management of inflammatory diseases.…”
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Broadband Photonic Microwave Signal Processor With Frequency Up/Down Conversion and Phase Shifting Capability by Tao Li, Erwin Hoi Wing Chan, Xudong Wang, Xinhuan Feng, Bai-Ou Guan, Jianping Yao

“…A new dual-function photonic microwave signal processing structure that has the ability to realize both frequency up/down conversion and RF/IF phase shifting, is presented. …”
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Adoptively transferred macrophages for cancer immunotherapy by Jennifer L Guerriero, Kyung Soo Park, Alexander P Gottlieb, Morgan E Janes, Supriya Prakash, Neha Kapate, Vineeth Chandran Suja, Lily Li-Wen Wang, Samir Mitragotri

“…The macrophage-based immunotherapy produced a strong CD8+T cell response along with robust natural killer and CD4+T cell activation, inducing a “hot” tumor transition and achieving effective tumor suppression.Conclusions Owing to their inherent ability to home to and infiltrate inflamed tissues, macrophage-based cancer immunotherapies exhibited a unique in vivo trafficking behavior, efficiently reaching and persisting within tumors. …”
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gamUnet: designing global attention-based CNN architectures for enhanced oral cancer detection and segmentation by Jinyang Zhang, Hongxin Ding, Hongxin Ding, Runchuan Zhu, Weibin Liao, Weibin Liao, Junfeng Zhao, Junfeng Zhao, Min Gao, Xiaoyun Zhang

“…Traditional CNNs which sturggle to capture critical global contextual information often fail to distinguish the complex tissue structures in OSCC images.MethodsTo address these challenges, we propose a novel architecture called gamUnet, which integrates the Global Attention Mechanism (GAM) to enhance the model's ability to capture global cross-modal information. …”
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Modeling human capital strategies with an emphasis on organizational structure change by Shahriyar Emamdoust Haredasht, Musa Rezvani Chaman Zamin, Morteza Hazrati

“…Employees who are competent perform assigned tasks easily because they basically have good skills to perform assigned tasks effectively, efficiently and competitively.…”
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The Effectiveness of Instruction Based on the Four-Component Instructional Design (4C-ID) Model on Meaningful Learning and Critical Thinking in Sixth-Grade Students of Ardabil by Nader Heidari Raziabad, Vahid Rahimzadeh, Ali Khaleghkhah

“…The ability to think critically about a specific topic requires knowledge of that topic and a willingness to use thinking skills (Ennis, 2018; Halpern & Sternberg, 2020). …”
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M/BiOCl‐(M = Pt, Pd, and Au) Boosted Selective Photocatalytic CO2 Reduction to C2 Hydrocarbons via *CHO Intermediate Manipulation by Qiong Liu, Chengbo Bai, Chengxin Zhu, Wenjin Guo, Guangfang Li, Sheng Guo, Devesh Kripalani, Kun Zhou, Rong Chen

“…The understanding of efficient C2 hydrocarbon production in this study sheds light on how materials can be engineered for photocatalytic CO2 reduction.…”
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A Multi‐Objective Molecular Generation Method Based on Pareto Algorithm and Monte Carlo Tree Search by Yifei Liu, Yiheng Zhu, Jike Wang, Renling Hu, Chao Shen, Wanglin Qu, Gaoang Wang, Qun Su, Yuchen Zhu, Yu Kang, Peichen Pan, Chang‐Yu Hsieh, Tingjun Hou

“…By utilizing simplified molecular input line entry system (SMILES) to represent molecules, PMMG efficiently navigates the vast chemical space to discover molecules that exhibit multiple desirable attributes simultaneously. …”
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Uncertainty management in multiobjective electric vehicle integrated optimal power flow based hydrothermal scheduling of renewable power system for environmental sustainability by Susanta Dutta, Siddhartha Ghosh, Tushnik Sarkar, Provas Kumar Roy, Chandan Paul, Ruba Abu Khurma, Mohd Asif Shah, Saurav Mallik

“…Furthermore, it has been demonstrated that the computational efficiency in complex systems is 24% faster than that of conventional optimization methods.…”
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Enhanced thyroid nodule detection and diagnosis: a mobile-optimized DeepLabV3+ approach for clinical deployments by Changan Yang, Muhammad Awais Ashraf, Mudassar Riaz, Pascal Umwanzavugaye, Kavimbi Chipusu, Hongyuan Huang, Yueqin Xu

“…ObjectiveThis study aims to enhance the efficiency and accuracy of thyroid nodule segmentation in ultrasound images, ultimately improving nodule detection and diagnosis. …”
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Characterization, Antioxidant and Anti-inflammatory Activities of Quercetin-Eucommia ulmoides Polysaccharide Nanoparticles by Xiaoxia LIN, Li ZHU, Jingyi MA, Zhiqiang FENG, Tianlin WANG, Jiansheng ZHAO, Lianjun SONG, Xianqing HUANG, Qiuyan ZHAO, Tiange LI

“…The results indicated that the encapsulation efficiency of LA-EUP NPs for quercetin reached 70.4%±2.4%, with a loading capacity of 5.6%±0.2%. …”
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Use of an ejector to reduce the time of air injection during testing of the containment system at nuclear power plants by Sergii Surkov, Volodymyr Kravchenko, Iryna Korduba, Andrii Golovchenko, Oleksandr Butenko, Serhii Tsybytovskyi, Yuliia Trach

“…After each overload, this system is tested for its ability to perform its functions by determining the integral leakage, which should not exceed a certain value. …”
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Unmasking the Fake: Machine Learning Approach for Deepfake Voice Detection by Muhammad Usama Tanveer Gujjar, Kashif Munir, Madiha Amjad, Atiq Ur Rehman, Amine Bermak

“…Additionally, we performed a computational cost analysis to measure the efficiency of the models in terms of training time and resource usage. …”
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Potential of Bacterial Inoculants to Mitigate Soil Compaction Effects on <i>Gossypium hirsutum</i> Growth by Fausto Henrique Viera Araújo, Crislaine Alves da Conceição, Adriene Caldeira Batista, Gabriel Faria Parreiras de Andrade, Caique Menezes de Abreu, Paulo Henrique Grazziotti, Ricardo Siqueira da Silva

“…Foliar nutrient levels of N (37.2 g kg⁻¹), Ca, and Mg remained within the adequate range for cotton cultivation, reflecting the efficiency of PGPB in enhancing nutrient absorption. …”
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