A predictive framework using advanced machine learning approaches for measuring and analyzing the impact of synthetic agrochemicals on human health by Sahezpreet Singh, Puneet Kaur, Inderdeep Kaur, Gurpreet Singh, Satinder Kaur, Parminder Kaur

“…This study investigates the impact of synthetic agrochemicals on human health using advanced machine learning techniques, leveraging multi-level feature selection, hybrid ensemble learning, SHAP, and custom loss function to improve prediction accuracy. …”
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Boosting Aeroponic System Development with Plasma and High-Efficiency Tools: AI and IoT—A Review by Waqar Ahmed Qureshi, Jianmin Gao, Osama Elsherbiny, Abdallah Harold Mosha, Mazhar Hussain Tunio, Junaid Ahmed Qureshi

“…Sustainable agriculture faces major issues with resource efficiency, nutrient distribution, and plant health. …”
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Seropositivity of Brucella spp. and Leptospira spp. antibodies among abattoir workers and meat vendors in the city of Mwanza, Tanzania: A call for one health approach control strat... by Mariam M Mirambo, Georgies F Mgode, Zakaria O Malima, Matata John, Elifuraha B Mngumi, Ginethon G Mhamphi, Stephen E Mshana

“…<h4>Introduction</h4>Brucellosis and leptospirosis are among neglected tropical zoonotic diseases particularly in the resource limited countries. Despite being endemic in these countries, there is paucity of information on its magnitude. …”
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Optimizing maize germination forecasts with random forest and data fusion techniques by Lili Wu, Yuqing Xing, Kaiwen Yang, Wenqiang Li, Guangyue Ren, Debang Zhang, Huiping Fan

“…Traditional methods for detecting seed germination rates often involve lengthy experiments that result in damaged seeds. This study selected the Zheng Dan-958 maize variety to predict germination rates using multi-source information fusion and a random forest (RF) algorithm. …”
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Investigation of the Composite Motor Load in the Presence of Higher Harmonics in the Electrical Network by Ya. E. Shklyarskiy, K. K. Lobko, Yu. N. Kuznetsova, M. S. Vorobyov

“…The simulation was carried out in the MATLAB Simulink environment, with the use of the Specialized Power Systems library, in which a simulation model with motors and a source of harmonic distortion was developed. Five asynchronous motors with a squirrel-cage rotor of the AIR brand with powers varying from 0.75 to 5.50 kW were selected for the study. …”
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The importance of quantitative EGG for patients in a vegetative state in benzodiazepine test interpretation by L. N. Nerobkova, Yu. B. Filatova, A. L. Pylev, O. Yu. Kats

“…Using the multiparameter method of EEG analysis with a complex study of coherent interband links with topographic mapping and localization of equivalent dipole sources of individual EEG components, characteristic signs of changes in intercentral neuronal connections at different stages of a vegetative state were obtained, features of structural and functional interrelations for patients in a vegetative state in benzodiazepine test interpretation of which identification can represent and interest for the output prediction and selection of adequate therapy.…”
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IT: An interpretable transformer model for Alzheimer's disease prediction based on PET/MR images by Zhaomin Yao, Weiming Xie, Jiaming Chen, Ying Zhan, Xiaodan Wu, Yingxin Dai, Yusong Pei, Zhiguo Wang, Guoxu Zhang

“…These insights significantly bolster the arsenal of tools available for AD diagnostics and contribute to the broader narrative of deciphering brain functionality through state-of-the-art imaging modalities.…”
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Genome-wide association study identifies candidate SNP markers and genes associated with low nitrogen tolerance in Brassica napus by Jingdong Chen, Jingdong Chen, Lingli Xie, Xianfei Hou, Rui Yang, Jin Liu, Xigang Dai, Tianyuan Xue, Shuai Yin, Benbo Xu, Xuekun Zhang, Changli Zeng, Jinsong Xu

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Spatial Appraisal of Seasonal Water Yield of the Sokoto-Rima Basin by Shakirudeen Odunuga, Mayowa Fasona, Saheed Adekunle Raji

“…Understanding the dynamics of water yield as relates to water balance is vital for the functioning of ecosystems as well as model-based computation of their respective ecosystem services. …”
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Short-Term Fertilization with the Nitrogen-Fixing Bacterium (NFB) <i>Kosakonia radicincitans</i> GXGL-4A Agent Can Modify the Transcriptome Expression Profiling of Cucumber (<i>Cuc... by Baoyun Feng, Erxing Wang, Yating Zhang, Lurong Xu, Yanwen Xue, Yunpeng Chen

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Recreational Thematic Dominants in News TV Discourse by M. A. Gladko

“…The key tasks of the research are to identify the repertoire of thematic dominants of recreation, their functional characteristics, the specifics of participation in the construction of the news text, as well as a description of the recreation scale.Methodology and sources. …”
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Assessment of Serum Vitamin D Levels and Evaluation of Knowledge, Attitude, and Practices of Vitamin D Deficiency among Emergency Health-care Workers at a Tertiary Care Center in N... by Sakshi Yadav, Prakash Ranjan Mishra, R. Rajalekshmi, Bharath Gopinath, Praveen Aggarwal, Akshaya Ramaswami, Paulina, Mohit Sharma

“…While most participants were aware of the active form of vitamin D, its sources and critical functions, knowledge about non-skeletal manifestations and measurable forms of vitamin D deficiency was limited. …”
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Stealth missiles with precision guidance: A novel multifunctional nano-drug delivery system based on biomimetic cell membrane coating technology by Yuyan Zhou, Xinyue Wang, Xiaorong Tian, Deyu Zhang, Hanxiao Cui, Wei Du, Zhenghui Yang, Jiayu Li, Wanshun Li, Jiaheng Xu, Ying Duanmu, Ting Yu, Fengping Cai, Wenhao Li, Zhendong Jin, Wencheng Wu, Haojie Huang

“…This approach enables nanocarriers to inherit the intrinsic biological properties of different cell sources, endowing them with immune evasion, prolonged circulation, dynamic targeting, biocompatibility, and biodegradability, while supporting the integration of diverse biomedical functions. …”
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Eeg-based detection of epileptic seizures in patients with disabilities using a novel attention-driven deep learning framework with SHAP interpretability by Tawfeeq Shawly, Ahmed A. Alsheikhy

“…We articulate the mathematical characteristics of feature selection driven by NAM, delineate the convergence attributes of the loss function, and present measures of explainability through Shapley Additive Explanations (SHAP). …”
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GRAPHIC NOVEL TRANSLATION: SEMIOTIC AND MULTIMODAL PERSPECTIVE by Anna V. Khodorenko.

“…On the one hand, extralinguistic objects engraved in pictures of the graphic novel may present the reason for the translation technique of addition, and on the other hand the absence of some details in the pictures may justify the translation technique of omission. Evaluating functional types of multimodal phenomena also may lead one to adequate selection of synonyms or a phrase to choose in a process of translation having as a “guide” visual image supporting language level of a graphic novel. …”
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PCI-DB: a novel primary tissue immunopeptidome database to guide next-generation peptide-based immunotherapy development by Sven Nahnsen, Hans-Georg Rammensee, Cécile Gouttefangeas, Jonas S Heitmann, Juliane S Walz, Jens Bauer, Marcel Wacker, Annika Nelde, Jonas Scheid, Steffen Lemke, Marissa L Dubbelaar, Patrick Zimmermann, Naomi Hoenisch Gravel, Susanne Jung, Anna Dengler, Yacine Maringer, Sven Fillinger, Tatjana Bilich

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Pathogenicity and virulence of Aeromonas schubertii in farmed Asian seabass (Lates calcarifer) in Thailand by Clara Trullàs, Sirikorn Kitiyodom, Komkiew Pinpimai, Putita Chokmangmeepisarn, Manoj Tukaram Kamble, Channarong Rodkhum, Nopadon Pirarat

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Quand l’écriture entre dans le quotidien : les mots de la mémoire dans les livres de raison (Provence, fin xve-xviiie siècles) by Isabelle Luciani

“…This lexicon is correlated with the functions of memory aids and records (these books of reason could be used as evidence in court), which allows us to question the way words and signs functioned in memory techniques (repetitions, reformulations, mnemonic use of genealogies, reference to historical events, etc.) developed by scribblers often unfamiliar with the learned “arts of memory”. …”
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Ecological security driving mechanisms and optimization of zoning in Chinese urban agglomerations: A case study of the central plains urban agglomeration by Jinyuan Zhang, Xuning Qiao, Yongju Yang, Liang Liu, Yalong Li, Shengnan Zhao

“…Additionally, it combines the ’Three-dimensional Rubik’s Cube model with primary functional zoning to enhance the optimization of ecological security delineation. …”
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Evaluation of Self-Regulating Doped Ferrite Nanoparticles with Glucose, Chitosan, and Poly-Ethylene Glycol Coatings for Hyperthermia and Dual Imaging by Negri A, Conti A, Milan E, Forlin E, Gherlinzoni F, Morana G, Gottardi M, Matteazzi P, Speghini A, Bongers A, Marzola P

“…Following intravenous administration, MRI and MPI functionalities were analyzed through phantom studies and in vivo murine models.Results: Coated M55 NPs displayed high colloidal stability in water and effective functionalization. …”
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