Enhancing agricultural commodity price forecasting with deep learning by R. L. Manogna, Vijay Dharmaji, S. Sarang

“…The results indicate that deep learning models, particularly Long Short-Term Memory (LSTM) networks and Gated Recurrent Units (GRU), demonstrate superior performance in capturing complex temporal patterns. …”
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Positioning of Chinese time nouns and adverbs: Evidence from corpus, acceptability, and processing studies. by Jia Yi Chen, Ying Su, Katsuo Tamaoka

“…Sentences in which time nouns followed the subject were rated as more acceptable and supported the canonical word order, whereas pre-subject time nouns were acceptable mainly in topicalized contexts. …”
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The Impact of Automatic Exposure Control Technology on the In Vivo Radiation Dose in Digital Mammography: A Comparison Between Different Systems and Target/Filter Combinations by Ahmad A. Alhulail, Salman M. Albeshan, Mohammed S. Alshuhri, Essam M. Alkhybari, Mansour A. Almanaa, Haitham Alahmad, Khaled Alenazi, Abdulaziz S. Alshabibi, Mohammed Alsufayan, Saleh A. Alsulaiman, Maha M. Almuqbil, Mahmoud M. Elsharkawi, Sultan Alghamdi

“…As the CBT increases, the MGD increases with different degrees, rates, and patterns across systems due to differences in AEC strategies. …”
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Hydroformer: Frequency Domain Enhanced Multi‐Attention Transformer for Monthly Lake Level Reconstruction With Low Data Input Requirements by Minglei Hou, Jiahua Wei, Yang Shi, Shengling Hou, Wenqian Zhang, Jiaqi Xu, Yue Wu, He Wang

“…The model exhibited good performance even when training data missing rates were below 50%, particularly in lakes with significant seasonal fluctuations. …”
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Fine Structures of Radio Bursts from Flare Star AD Leo with FAST Observations by Jiale Zhang, Hui Tian, Philippe Zarka, Corentin K. Louis, Hongpeng Lu, Dongyang Gao, Xiaohui Sun, Sijie Yu, Bin Chen, Xin Cheng, Ke Wang

“…Sub-bursts on the first day display stripe-like shapes with nearly uniform frequency drift rates, which are possibly stellar analogs to Jovian S-bursts. …”
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Designing for Engagement in Primary Health Education Through Digital Game-Based Learning: Cross-National Behavioral Evidence from the iLearn4Health Platform by Evgenia Gkintoni, Emmanuella Magriplis, Fedra Vantaraki, Charitini-Maria Skoulidi, Panagiotis Anastassopoulos, Alexandra Cornea, Begoña Inchaurraga, Jaione Santurtun, Ainhoa de la Cruz Mancha, George Giorgakis, Kleri Kouppas, Stella Timotheou, Maria Jose Moreno Juan, Miren Muñagorri, Marta Harasiuk, Alfredo Garmendia Lopez, Efi Skoulidi, Apostolos Vantarakis

“…The study employed multiple statistical approaches—descriptive analysis, correlation analysis, ANOVA, regression modeling, and cluster analysis—to identify design engagement patterns and their predictors, tracking completion rates, progress trajectories, and interaction time as indicators of design effectiveness. …”
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An FPGA-Based Training System for a 1T1R Memristor Array With 500 nS Conductance Resolution Limit by Liujie Li, Chuantong Cheng, Beiju Huang, Ke Ding, Yuxin Li, Ganggang Guo

“…In this research, we propose a training system based on a field programmable gate array (FPGA) to precisely modulate the conductance states of the 1T1R memristor arrays. …”
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Heterologous expression of the ThIPK2 gene enhances drought resistance of common wheat by Shu-juan ZHANG, Yu-lian LI, Guo-qi SONG, Jie GAO, Rong-zhi ZHANG, Wei LI, Ming-li CHEN, Gen-ying LI

“…Compared to the wild type (WT) plants, the transgenic plants showed higher seed germination rates, better developed root systems, a higher relative water content (RWC) and total soluble sugar content, and less cell membrane damage under drought stress conditions. …”
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REGULARITIES OF FORMATION OF FLOW OF COOLANT BEHIND THE TVS-KVADRAT MIXING SPACING GRID OF THE PWR-TYPE REACTOR by S. M. Dmitriev, D. V. Doronkov, M. A. Legchanov, V. D. Sorokin, A. E. Khrobostov

“…During the studies of the local fluid dynamics of the coolant, the transverse flow rates were measured; also, the coolant flow rates were measured by cells of the TVS-Kvadrat experimental model. …”
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Cross-national research on adolescent mental health: a systematic review comparing research in low, middle and high-income countries by Xiao Zhang, Anne Abio, David M Ndetei, Samir Kumar Praharaj, Wan Mohd Azam Wan Mohd Yunus, Yuko Mori, Zahra Kafami Khorasani, Sonja Gilbert, Meytal Grimland, Nikita Bezborodovs, Sanju Silwal, Minja Westerlund, Hitoshi Kaneko, Emmi Heinonen, Andre Sourander

“…It highlights the need to address methodological heterogeneity, including the use of validated and culturally adapted measures, comprehensive reporting of sampling procedures, sample sizes, response rates and greater attention to generalisability. …”
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Diversification processes in Gerp's mouse lemur demonstrate the importance of rivers and altitude as biogeographic barriers in Madagascar's humid rainforests by Tobias van Elst, Dominik Schüßler, Romule Rakotondravony, Valisoa S. T. Rovanirina, Anne Veillet, Paul A. Hohenlohe, Jonah H. Ratsimbazafy, Rodin M. Rasoloarison, Solofonirina Rasoloharijaona, Blanchard Randrianambinina, Miarisoa L. Ramilison, Anne D. Yoder, Edward E. Louis Jr., Ute Radespiel

“…Populations on opposite sides of the largest river in the area with headwaters that extend far into the highlands show particularly high genetic differentiation, whereas rivers with lower elevation headwaters have weaker barrier functions, indicated by higher migration rates and admixture. We conclude that M. gerpi likely diversified through repeated cycles of dispersal punctuated by isolation to refugia as a result of paleoclimatic fluctuations during the Pleistocene. …”
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Comparative Efficacy and Safety of Potassium-Competitive Acid Blocker– and Proton Pump Inhibitor–Based Bismuth Quadruple Therapy for Helicobacter pylori Eradication: A Network Meta... by Iqbal Taufiqqurrachman, Ari Fahrial Syam, Hasan Maulahela, Murdani Abdullah, Muhammad Miftahussurur, Yoshio Yamaoka

“…However, the eradication rates of proton pump inhibitor (PPI)-based BQT remain below the required standard. …”
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Specialized insectivores drive differences in avian community composition between primary and secondary forest in Central Africa by Eleanor M. Barrie, Eleanor M. Barrie, Billi A. Krochuk, Billi A. Krochuk, Crinan Jarrett, Crinan Jarrett, Crinan Jarrett, Diogo F. Ferreira, Diogo F. Ferreira, Diogo F. Ferreira, Patricia F. Rodrigues, Patricia F. Rodrigues, Patricia F. Rodrigues, Patricia F. Rodrigues, Susana Lin Mufumu, Susana Lin Mufumu, Silvestre Esteban Malanza, Silvestre Esteban Malanza, Agustin Ebana Nsue Akele, Agustin Ebana Nsue Akele, Cayetano Ebana Ebana Alene, Cayetano Ebana Ebana Alene, Kristin E. Brzeski, Kristin E. Brzeski, Jacob. C. Cooper, Jacob. C. Cooper, Jacob. C. Cooper, Jared D. Wolfe, Jared D. Wolfe, Luke L. Powell, Luke L. Powell, Luke L. Powell, Luke L. Powell

“…Notably, few species disappeared entirely in secondary forest (unlike patterns seen in the Neotropics); rather, capture rates of 12 of 30 species (40%) were significantly reduced relative to primary forest. …”
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Prevalence and risk factors of Chlamydia trachomatis genital infection among military personnel of the Armed Forces of Serbia: A cross-sectional study by Jadranin Željko, Ristanović Elizabeta, Atanasievska Sonja, Dedić Gordana, Šipetić-Grujičić Sandra, Bokonjić Dubravko, Grillo Michael, Mladenović Jovan, Bančević Vladimir, Košević Branko, Šuljagić Vesna

“…These finding indicates that screening for CTI should be undertaken in the SAF, to reduce rates of CTI in the SAF and to prevent morbidity due to this infection.…”
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Laboratory evidence on the vector competence of European field-captured Culex theileri for circulating West Nile virus lineages 1 and 2 by Albert Burgas-Pau, Jaume Gardela, Carles Aranda, Marta Verdún, Raquel Rivas, Núria Pujol, Jordi Figuerola, Núria Busquets

“…Females were sacrificed at 14- and 21- days post exposure (dpe), and their head, body, and saliva were extracted to assess infection, dissemination, and transmission rates, as well as transmission efficiency. Results A Culex theileri population was experimentally confirmed as a highly competent vector for WNV (both lineages 1 and 2). …”
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A dataset of laymen olfactory perception for 74 mono-molecular odors by Antonie Louise Bierling, Alexander Croy, Tim Jesgarzewsky, Maria Rommel, Gianaurelio Cuniberti, Thomas Hummel, Ilona Croy

“…However, the principles of how odorant chemistry links to perceptual patterns remain largely unknown and are primarily studied using odor rating datasets from highly trained olfactory experts, such as perfumers. …”
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Epidemiological investigation of venomous snakebites in Yunnan Province by Qinfen Gao, Yajun Teng, Chao Xiao, Rui Zeng, Bin Han, Hong Gao, Jianhai Wang, Xiaoyan Li, Canju Yang, Jianneng Dai, Chunxi Li, Qunyan Huang, Zengzheng Li, Wei Zhang

“…Subsequently, the effect of different therapeutic measures on these patients’ hospital stays was analyzed.ResultsA total of 2,112 venomous snakebite cases were recorded, with incidence rates rising annually: 406/46.73 million in 2022, 825/46.73 million in 2023, and 886/46.73 million in 2024. …”
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Associations between perceived stress profiles, social connection and work engagement in clinical registered nurses: a mediation analysis and generalized additive models by Yuan Liao, Miaochun Huang, Zhimin Gu, Chun Li, Yan Yu, Qimei Zhang, Xiangyu Lai, Jialin Liu, Kang He, Huiyun Chu, Yao Zhao, Xinyu Wu, Lihua Wu, Yu Li, Sujuan Fang

“…Nursing leaders should promptly identify the stress patterns of nurses, implement appropriate stress management strategies, enhance group cohesion through social networks, and promote the nurses’ mental health and occupational well-being, which in turn can decrease nurse turnover rates and enhance the quality of clinical nursing care. …”
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Culture Positivity of CVCs Used for TPN: Investigation of an Association with Catheter-Related Infection and Comparison of Causative Organisms between ICU and Non-ICU CVCs by Criona Walshe, J. Bourke, M. Lynch, M. McGovern, L. Delaney, D. Phelan

“…There was a nonsignificant trend of higher Gram negative Bacilli isolation in ICU CVCs (𝑃=0.1), ward CVCs were associated with higher rates of staphylococcal isolation (𝑃=0.01). A similar pattern of organisms were cultured from CRBSI and culture positive CVCs. …”
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Pautas de la movilidad en el área metropolitana de Madrid by Juan Carlos García Palomares, Javier Gutiérrez Puebla

“…On the other hand, Madrid presents some positive peculiarities that allow it to have higher rates of public transport than in the rest of European metropolitan areas. …”
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