A Transformer-Based Symmetric Diffusion Segmentation Network for Wheat Growth Monitoring and Yield Counting by Ziyang Jin, Wenjie Hong, Yuru Wang, Chenlu Jiang, Boming Zhang, Zhengxi Sun, Shijie Liu, Chunli Lv

“…By introducing an aggregated loss function, the model effectively optimizes both segmentation accuracy and growth measurement performance. …”
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An analysis of One Health timeliness metrics across multisectoral public health emergencies in Uganda by Jane K. Fieldhouse, Lydia Nakiire, Joshua Kayiwa, Ali Mirzazadeh, Claire D. Brindis, Ashley Mitchell, Jaime Sepulveda, Issa Makumbi, Alex Riolexus Ario, Elizabeth Fair, Sarah Gallalee, Herbert Isabirye, Musa Sekamatte, Brian H. Bird, Woutrina Smith, Angel Desai, Jonna A. K. Mazet, Mohammed Lamorde

“…Abstract Background Timeliness metrics offer countries a framework by which to assess and optimize speed in outbreak detection and response times. …”
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Harnessing Antioxidants in Cancer Therapy: Opportunities, Challenges, and Future Directions by Yu’e Liu, Guangzhen Wu, Linjing Feng, Jialing Li, Yuyang Xia, Wenjia Guo, Kaijun Zhao

“…We further highlight emerging strategies aimed at optimizing antioxidant therapy, including personalized medicine approaches, nanoparticle-based delivery systems, and combination treatments with immunotherapies and targeted therapies. …”
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Impact of metal oxides on thermal response of zirconia coated diesel engines fueled by Momordica biodiesel machine learning insights by V. S. Shaisundaram, P. V. Elumalai, S. Padmanabhan, U. Nalini Ramachandran, Abhishek Kumar Tripathi, Cui Yaping, B. Nagaraj Goud, S. Prabhakar

“…These results highlight the potential of ML models in optimizing engine performance for sustainable energy systems across various engine types and fuel sources.…”
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FraudX AI: An Interpretable Machine Learning Framework for Credit Card Fraud Detection on Imbalanced Datasets by Nazerke Baisholan, J. Eric Dietz, Sergiy Gnatyuk, Mussa Turdalyuly, Eric T. Matson, Karlygash Baisholanova

“…FraudX AI combines random forest and XGBoost as baseline models, integrating their results by averaging probabilities and optimizing thresholds to improve detection performance. …”
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Parameters Used for Evaluation of the Response to Treatment with Recombinant Human Growth Hormone in Paediatric and Adult Populations in Poland: Review by Agata Kotkowiak, Mikołaj Łabuda, Agnieszka Szema, Jakub Sikora, Karolina Knychalska, Klaudia Królikowska, Aleksandra Słojewska, Teresa Sowińska, Oliwia Mentel, Adrianna Bogucka

“…Description of state of knowledge  The rhGH therapy requires thorough monitoring to minimize potential adverse effects  and to optimize treatment outcomes. Due to the differences in the final therapeutic effects of rhGH between pediatric and adult cohorts, different parameters are used to assess treatment efficacy.   …”
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Impacts of cover cropping and organic amendments on soil physical quality under temperate climate by Md Nayem Hasan Munna, Rattan Lal

“…This review identifies critical knowledge gaps and future research directions to optimize the use of cover crops and organic amendments for enhancing soil physical properties and agricultural sustainability in temperate regions.…”
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Blocking calcium-MYC regulatory axis inhibits early dedifferentiation of chondrocytes and contributes to cartilage regeneration by Xu Wu, Yaoyao Fu, Jing Ma, Honglei Wang, Chenlong Li, Yaying Zhu, Qixuan Wang, Xudong Guo, Tianyu Zhang, Aijuan He

“…In conclusion, we provide a comprehensive understanding of chondrocyte dedifferentiation and propose new strategies for optimizing cartilage regeneration systems. Graphical abstract…”
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Unraveling the complexities of plant cell wall biosynthesis for enhanced biofuel production: a molecular genetics perspective by Jyoti Prakash Sahoo, Bhagyashree Priyadarshini, Jayanta Kumar Nayak, Subhashree Subhadarshini, Akshaya Kumar Nayak, Samikshya Malik

“…Additionally, advanced analytical tools such as systems biology and synthetic biology approaches facilitate the detailed structural analysis of cell wall polymers, enabling targeted modifications to optimize cell wall properties for bioenergy applications. …”
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Organoid‐Guided Precision Medicine: From Bench to Bedside by Boqiang Tao, Xiaolan Li, Ming Hao, Tian Tian, Yuyang Li, Xiang Li, Chun Yang, Qirong Li, Qiang Feng, Hengzong Zhou, Yicheng Zhao, Dongxu Wang, Weiwei Liu

“…In precision medicine, organoid‐guided multiomics analyses identify actionable biomarkers and resistance mechanisms, while clustered regularly interspaced short palindromic repeats‐based functional screens optimize therapeutic targeting. Despite preclinical successes, challenges persist in standardization, vascularization, and ethical considerations. …”
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Electromagnetic shielding properties of polymer blended with graphene sheets and iron oxide particles by Mourad Makhlouf, Sabrina Bouriche, Zoubir Benmaamar, Didier Villemin

“…Future research perspectives include optimizing the graphene/Fe2O3 composition to further enhance shielding effectiveness, exploring the impact of different Fe2O3 morphologies, and evaluating the environmental stability and durability of the composite under various operational conditions. …”
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The Impact of Menstrual Cycle Phases on Athletic Performance: A Comprehensive Review by Dominika Rosińska-Lewandoska, Dominika Lewandowska, Julia Ufnal, Anna Podraza, Dominika Strep, Julia Grabowska, Maciej Kwiatkowski, Patryk Romańczyk, Julia Białczak, Weronika Kanownik

“…  Introduction The menstrual cycle influences various physiological systems, including energy metabolism, neuromuscular function, and psychological states, which collectively impact athletic performance. …”
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Advances in Pure Drug Self-Assembled Nanosystems: A Novel Strategy for Combined Cancer Therapy by Runyan Niu, Xuexue Liu, Xian Yang, Xiao Du, Siliang Wang, Xiaolong Ma, Shaoping Yin, Lihua Shao, Jinping Zhang

“…Nanoparticle-based drug delivery systems hold great promise for improving the effectiveness of anti-tumor therapies. …”
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A Comparative Study of Solvers and Preconditioners for an SPE CO₂ Storage Benchmark Reservoir Simulation Model by Cenk Temizel, Gökhan Karcıoğlu, Ali Behzadan, Coşkun Çetin, Yusuf Ziya Pamukçu

“…This study offers practical guidance for reservoir engineers and researchers seeking to analyze and optimize simulation workflows within MRST by identifying the strengths and limitations of specific solver-preconditioner combinations for complex linear systems.…”
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Analysis of Environmental Vibrations in Suburban Railways Affected by Adjacent Bidirectional Tunnels by Dong Li, Zhimin Li, Hongkai Wang, Jili Yin, Zhoujian You, Futong Wang

“…Train-induced environmental vibrations are a common issue in urban rail transit systems, particularly in suburban railways operating at high speeds, where the impact of these vibrations is more pronounced. …”
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Wi-Filter: WiFi-Assisted Frame Filtering on the Edge for Scalable and Resource-Efficient Video Analytics by Lawrence Lubwama, Jungik Jang, Jisung Pyo, Joon Yoo, Jaehyuk Choi

“…With the growing prevalence of large-scale intelligent surveillance camera systems, the burden on real-time video analytics pipelines has significantly increased due to continuous video transmission from numerous cameras. …”
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The effects of end-tidal controlled low-flow anesthesia on anesthetic agent consumption in elective surgeries: randomized controlled trial by Elzem Sen, Suleyman Ganidaglı, Ayse Mizrak, Berna Kaya Ugur, Mehmet Cesur, Fahrettin Yildiz, Lutfiye Pirbudak

“…Automated end-tidal control systems aim to optimize anesthetic delivery by reducing waste and improving efficiency. …”
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Integration of ordered porous materials for targeted three-component gas separation by Xue Jiang, Yu Wang, Hui Wang, Lu Cheng, Jian-Wei Cao, Jin-Bo Wang, Rong Yang, Dong-Hui Zhang, Run-Ye Zhang, Xiu-Bo Yang, Su-Hang Wang, Qiu-Yu Zhang, Kai-Jie Chen

“…We introduced a pore integration strategy of modularizing ordered pore structures with specific functions for on-demand assembly to deal with complex multi-component separation systems, which are unattainable by each individual pore. …”
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Impact measuring the of technological innovation driven by co-creation of value on the performance of multinationals in emerging markets by Geraldo Cardoso de Oliveira Neto, Oseias do Prado Soares, Benny Kremer Costa, Rodrigo Neri Bueno da Silva, Priscila Rezende da Costa, Roberto Bernardes, Flávio Luiz Rodrigues, André Silva de Carvalho, Dirceu da Silva

“…Furthermore, it provides actionable insights for managers, emphasizing the importance of implementing continuous feedback systems, offering customer support, and fostering close collaboration with stakeholders to optimize processes, reduce costs, and enhance customer satisfaction. …”
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Olive Plant Treated with Different Geo-Material Foliar Film (Zeolite and Kaolin Based): Leaf Characteristics and Oil Quality by Annalisa Rotondi, Tommaso Ganino, Andrea Calderoni, Margherita Rodolfi, Rohini Dhenge, Lucia Morrone

“…These findings highlight the potential of geo-material-based foliar treatments as an effective strategy to optimize plant physiological performance and improve olive oil production in sustainable agricultural systems.…”
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