Enhancing Autism Spectrum Disorder Classification with Lightweight Quantized CNNs and Federated Learning on ABIDE-1 Dataset by Simran Gupta, Md. Rahad Islam Bhuiyan, Sadia Sultana Chowa, Sidratul Montaha, Rashik Rahman, Sk. Tanzir Mehedi, Ziaur Rahman

“…We propose a federated learning (FL) framework to ensure data privacy, which allows decentralized training across different data centers without compromising local data security. …”
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Quantifying the Spatiotemporal Variations of Soil Nitrogen Fixation or Absorption from Soybean, Cotton, and Maize Planted Fields to Support Sustainable Agriculture Practices by José Bofana, Raul Domingos Mussane, Rosalina Armando Tamele, Ana Cristina Costa, Barreta Savanguane, Ivans Popinsky, António F. Matusse

“…Quantitative results identified specific total soil nitrogen debit efficiencies of approximately 1692.29 kg ha⁻¹ in cotton and 1081.5 kg ha⁻¹ in maize, respectively, and a credit of 459.215 kg ha⁻¹ in soybeans. …”
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Climate-related financial policies as an enabler of circularity: a new insight from selected countries of the European Union by Nguyen Hong Yen, Le Thanh Ha

“…Circular economy strategies can increase resource efficiency by collecting and reusing trash in manufacturing processes, reducing waste creation. …”
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First report of Bemisia tabaci (Gennadius, 1889) (Hemiptera: Aleyrodidae), biotypes B and Q, in soybean Glycine max (L.) Merrill (Fabales: Fabaceae) in Paraguay by Nancy Noemí Espinoza-Morel, Marta Alicia Fernández-Gamarra, Liliana Noelia Talavera-Stefani, Cinthia Noemí Burgos-Cantoni, Felipe Giménez, Claudia Cabral, Andrés Sanabria-Velazquez

“…These measures will not eliminate the pest but will help mitigate damage and manage the problem sustainably and efficiently. The study also emphasizes the need to evaluate the effectiveness of insecticides, as resistance has been reported in other countries—an issue not yet explored in Paraguay.…”
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Genomic insights into growth traits in German Black Pied cattle: a dual-purpose breed at risk by P. Korkuć, M. Reißmann, G.A. Brockmann

“…We conducted genome-wide association studies on 669 DSN bulls to identify genetic loci associated with birth weight, BW, and BW gain at different growth stages. Using imputed whole-genome sequencing data, we identified 14 quantitative trait loci across ten chromosomes. …”
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Use of patient- handling devices and coworker assistance in long-term care settings: A cross-sectional study by Minjung Kyung, Soo-Jeong Lee, Laura M. Wagner, OiSaeng Hong

“…Background: Although many patient handling activities require use of lifting devices and assistance from coworkers to ensure safety and efficiency, integrating these practices into the workplace remains challenging. …”
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Estimation of indole acetic acid in some local algae and study the optimal conditions for its production of cyanobacteria Gloeocapsa sp. PCC7428 by Al-Katib M. A., Al-Shaheree Y. J, Al-Niemi A. N.

“…Cyanobacteria recorded an efficiency of 109.694 ml / μg on day 12 of development, The highest level of activity in the day 14 was 38.005 ml / μg, which confirms that cyanobacteria are better and faster to produce the hormone. …”
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Optimization of in vitro propagation and virus eradication using meristem culture and thermotherapy in two geranium species Pelargonium X hortorum (‘Zonal’) and Pelargonium × domes... by Maryam Karimi Alavijeh, Hossein Bayat, Dorsa Kianpour, Siamak Kalantari, Abolkarim zarei

“…The present study explores the efficiency of a combination of these two methods for virus eradication in two important Pelargonium species, Pelargonium X hortorum (‘Zonal’) and Pelargonium × domesticum (‘Regal’). …”
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Current principles of effective therapy for ovarian cancer by L. A. Ashrafyan, V. I. Kiselev, E. L. Muizhnek, E. V. Gerfanova, I. B. Antonova, I. N. Kuznetsov, O. I. Aleshikova

“…On this basis, a clinical trial was carried out to study the efficiency of using antitumor drugs based on indole-3-carbinol and epigallocathechin-3-gallate as part of combination therapy for OC. …”
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Generating Parathyroid Reports Using YOLO-Based Large Language Models by Chuan-Yu Chang, Abida Khanum, Chiao-Yin Sun, Ying-Ting Chen, Yu-Chen Tsai, Chih-Chin Hsu

“…Different tissues and structures in ultrasound produce varying sound wave reflections, resulting in black-and-white grayscale images. …”
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Alginate Oligosaccharide Promoted the Nutrient Uptake and Growth of Cucumber Seedlings Under Suboptimal Temperature Conditions by Xu Guo, Yun Li, Kai Fan, Lingru Guo, Yongzhao Yang, Chunming Cheng, Leiping Hou, Yanxiu Miao, Meihua Sun, Yaling Li, Longqiang Bai

“…In this study, we aimed to investigate the effects of different nutrient solution concentrations combined with AOS on the growth and nutrient uptake of cucumber seedlings under suboptimal temperatures (15/8 °C, day/night). …”
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Dominant lithofacies and main controlling factors of shale oil and gas enrichment in Jurassic Lianggaoshan Formation in eastern Sichuan region by XIE Bing, ZHANG Zhehao, BAI Li, FANG Chaoqiang, HE Xuquan, LUO Yanying, MIAO Xiuying, HE Guofen

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Improvement of Technologies for Isolation and Purification of Biologically Active Substances from Plant Raw Materials by G. N. Turmanidze, V. V. Sorokin, K. S. Stepanov, M. A. Ignatenko

“…Statistical data processing was performed using Minitab v21 software (Minitab Inc., USA), differences were considered statistically significant at p < 0.05.Results and discussion. …”
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TCCFNet: a semantic segmentation method for mangrove remote sensing images based on two-channel cross-fusion networks by Lixiang Fu, Yaoru Wang, Shulei Wu, Jiasen Zhuang, Zhongqiang Wu, Jian Wu, Huandong Chen, Yukai Chen

“…However, due to the complexity of mangrove distribution and the similarity among different categories in remote sensing images, traditional image segmentation methods struggle to accurately identify mangrove regions. …”
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DEVELOPMENT OF ECOLOGICAL CULTURE OF STUDENTS IN THE PROCESS OF INTERCULTURAL COMMUNICATION IN FOREIGN LANGUAGE by L. M. Andryukhina, N. Yu. Fadeeva, Gérard De Negri

“…The methods involve: the system-based analysis of the content of ecological education; generalization of the theory and practice of implementation of the international strategies of ecological culture development and the analysis of efficiency of the pedagogical technologies intended for this purpose; modeling of the process of formation of ecological culture of students. …”
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Enhanced neurological anomaly detection in MRI images using deep convolutional neural networks by Ahmed Mateen Buttar, Zubair Shaheen, Abdu H. Gumaei, Mogeeb A. A. Mosleh, Mogeeb A. A. Mosleh, Indrajeet Gupta, Samah M. Alzanin, Muhammad Azeem Akbar

“…Moreover, performance metrics such as precision, recall, and F1-score were calculated separately, confirming the robustness and efficiency of our model across various evaluation criteria. …”
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Continuum topological derivative - A novel application tool for segmentation of CT and MRI images by Viswanath Muthukrishnan, Sandeep Jaipurkar, Nedumaran Damodaran

“…Results clearly demonstrate that the combination of CTD denoising and segmentation outperforms the other three established methods in terms of both efficiency and accuracy in delineating diseased or affected areas, as evidenced by the various case studies conducted in this research. …”
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ASSESSMENT OF CITIZENS'AWARENESS REGARDING ORAL HYGIENE AND PREVENTION OF DENTAL DISEASES by L.F. Kaskova, O.S. Pavlenkova, M.O. Sadovski, L.I. Amosova

“…The third issue concerned the frequency of toothbrush changes, which is very important for the quality of oral hygiene and cleaning efficiency. The results of the survey showed that people from the older age group of the study are less aware of this issue. …”
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Tecnología de aplicación terrestre para el control de insectos en el cultivo de soja Application of terrestrial technology for control of insects in soybean crop by Juan J. Olivet, Carlos D. Picos, Juana Villalba, Stella Zerbino

“…<br>Two trials were conducted for efficiency of spray-deposit distribution and for insect control in soybean crop in Uruguay. …”
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Bicomponent ZnO-Ag janus nanoparticles with high antitumor activity <I>in vitro</I> by O. V. Bakina, V. R. Zhou, M. I. Lerner

“…Using bicomponent ZnO-Ag nanoparticles, one can increase the efficiency due to the occurrence of a synergistic antitumor effect. …”
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