MDFGNN-SMMA: prediction of potential small molecule-miRNA associations based on multi-source data fusion and graph neural networks by Jianwei Li, Xukun Zhang, Bing Li, Ziyu Li, Zhenzhen Chen

“…Moreover, the experimental results of an independent test set confirmed the model’s generalization capability. Additionally, the efficacy of MDFGNN-SMMA was substantiated through three case studies. …”
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Optimal Solar‐Biomass‐Diesel‐Generator Hybrid Energy for Water Pumping System Considering Demand Response by Olumuyiwa Taiwo Amusan, Nnamdi Ikechi Nwulu, Saheed Lekan Gbadamosi

“…This study employs a generalized reduced gradient (GRG) optimization method to ascertain the most effective energy mix for water pumping system (WPS) application by integrating time of use demand response. …”
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Exploring the dynamics of seasonal surface features using coastal and regional ocean community model by D. Jaishree, P.T. Ravichandran, D.V. Thattai

“…The high-resolution numerical model for ocean circulation is three-dimensional and uses hydrostatic primitive equations in generalized curvilinear coordinates. Simulations were conducted over 8 years using a grid comprising 256 x 249 horizontal surface points to model a range of ocean-atmospheric parameters. …”
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Six-year performance of risk-based selection for lung cancer screening in the Manchester Lung Health Check cohort by Matthew Sperrin, Haval Balata, Richard Booton, Hilary A Robbins, Philip A J Crosbie, Patrick Goodley

“…Most other models also underestimated risk.Conclusion Risk-based eligibility using PLCOm2012 successfully classified most eventual lung cancer cases in the high-risk, screened group. Prediction models generally underestimated risk in this socioeconomically deprived cohort, irrespective of screening status. …”
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Postoperative brachytherapy alone for 217 patients with early-stage oral cavity squamous cell carcinoma by C. Schweizer, V. Strnad, M. Lotter, S. Kreppner, R. Merten, R. Fietkau, A. Karius

“…Introduction: Postoperative radiotherapy is generally recommended for pT1/2pN0 squamous cell carcinoma of the oral cavity (OSCC) if risk factors are present. …”
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Groundwater quality and associated health risks in the Eastern Region of Ghana by Thomas Acquah, Miriam Appiah-Brempong, Geophrey Kwame Anornu

“…The results revealed that groundwater in the region is generally slightly acidic with a mean pH of 6.30. WQI analysis grouped 68 % of the groundwater samples under the ‘excellent’ and ‘good’ water types with the remaining percent categorized under ‘poor’, ‘very poor’ and ‘unsafe’ drinking water types. …”
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Nest Site Selection by Green Sea Turtles (Chelonia mydas) and Implications for Conservation on Qilianyu, Xisha Islands, South China Sea by Ting Zhang, Xiaoyu An, Chenglong Zhang, Yunteng Liu, Yupei Li, Yangfei Yu, Jichao Wang, Liu Lin, Hai‐Tao Shi

“…To this end, we performed differential comparisons, principal component analysis, and generalized linear model analysis. There were significant differences in microhabitat ecological factors, such as surface temperature, humidity, and particle size distribution (0.250–1 mm), between the nesting sites and the surrounding area. …”
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Colorectal cancer detection with enhanced precision using a hybrid supervised and unsupervised learning approach by Akella S. Narasimha Raju, K. Venkatesh, Ranjith Kumar Gatla, Eswara Prasad Konakalla, Marwa M. Eid, Nataliia Titova, Sherif S. M. Ghoneim, Ramy N. R. Ghaly

“…A good balance between performance and generalization shall be done by hyperparameter optimization-heavy learning rates; dropout rates and overfitting shall be suppressed effectively. …”
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Temporal trends and future projections of incidence rate and mortality for asthma in China: an analysis of the Global Burden of Disease Study 2021 by Xi Chen, Xi Chen, Dandan Ma, Hangyu Li, Yilin Liu, Guixing Xu, Xinyu Deng, Qi Li, Junqi Li, Hui Pan

“…Instead, the absolute number of asthma incidence cases and deaths may increase to approximately 4.5 million and 80,000, respectively.ConclusionAlthough asthma incidence rates and mortality have generally declined in China, the burden remains significant, especially among vulnerable groups, with higher rates in males. …”
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TRENDS IN HIGHER VOCATIONAL EDUCATION: PROFESSIONALIZATION OR DEPROFESSIONALIZATION? by Yu. R. Vishnevsky, D. Yu. Narkhov, Ya. V. Didkovskaya

“…The results of a unique long-term monitoring are generalized and interpreted. In the course of the monitoring, the dynamics of professional self-determination of student youth was traced by means of such key indicators as follows: motives of the choice of the sphere of employment and educational institution; personal importance of future profession for students; professional plans of students after graduating from a higher education institution. …”
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NeuTox 2.0: A hybrid deep learning architecture for screening potential neurotoxicity of chemicals based on multimodal feature fusion by Xudi Pang, Xuejun He, Ying Yang, Ling Wang, Yuzhen Sun, Huiming Cao, Yong Liang

“…The current study developed a hybrid deep learning architecture, NeuTox 2.0, through multimodal feature fusion for enhanced prediction accuracy and generalization ability. We incorporated transfer learning based on self-supervised learning, graph neural networks, and molecular fingerprints/descriptors. …”
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A Dichotomy in the 1–24 GHz Parsec-scale Radio Spectra of Radio-quiet Quasars by Sina Chen, Ari Laor, Ehud Behar, Ranieri D. Baldi, Joseph D. Gelfand, Amy E. Kimball

“…The radio core emission generally exhibits a flat spectrum at 1.5–5.0 GHz, which indicates a compact optically thick synchrotron source on a scale smaller than the broad-line region (BLR) radius R _BLR  ∼ 0.01–0.1 pc. …”
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A Large Ship Detection Method Based on Component Model in SAR Images by Tiancheng Dong, Taoyang Wang, Xuefei Li, Jianzhi Hong, Maoqiang Jing, Tong Wei

“…The proposed method enhances the network's efficiency in feature propagation and aggregation across different layers using the generalized efficient layer aggregation network (GELAN) structure. …”
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Spatiotemporal Evolution Characteristics of Fluid Flow through Large-Scale 3D Rock Mass Containing Filling Joints: An Experimental and Numerical Study by Qian Yin, Hongwen Jing, Tantan Zhu, Lizhou Wu, Haijian Su, Liyuan Yu

“…The water pressure contour planes distributed along the flowing path generally transfer from a “long funnel” shape to a “short funnel” shape before reaching a series of parallel pressure planes perpendicular to the joint direction. …”
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Plasticizer exposure in Germany from 1988 to 2022: Human biomonitoring data of 20 plasticizers from the German Environmental Specimen Bank by Monika Kasper-Sonnenberg, Claudia Pälmke, Sonja Wrobel, Thomas Brüning, Aline Murawski, Petra Apel, Till Weber, Marike Kolossa-Gehring, Holger M. Koch

“…Exposures to the newly included, reprotoxic phthalates were generally negligible. Regarding mixture risk, 5 % of the highly exposed still exceeded the Hazard Index (HI) of 1 in 2009. …”
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The concentration of selected organophosphorus pesticides associated with PM10 in agricultural ambient air in Iran: Health risk assessment using Monte Carlo simulation by Asma Tabanasl, Amin Mohammadpour, Aboozar Soltani, Mohammad Hoseini, Mohammadali Baghapour

“…Although no significant overall difference was observed in organophosphate pesticide levels in PM10 between urban and suburban areas, suburban regions generally exhibited higher concentrations, with the exceptions of Parathion and Butachlor. …”
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’[We] learned how to speak with love’: a qualitative exploration of accredited social health activist (ASHA) community health worker experiences of the Mobile Academy refresher tra... by Amnesty Elizabeth LeFevre, Kerry Scott, Sara Chamberlain, Osama Ummer, Manjula Sharma, Dipanwita Gharai, Bibha Mishra, Namrata Choudhury

“…ASHAs reported that they found the quizzes easy but generally did not consider the course overly simplistic. …”
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Characterization of the First Marine Pestivirus, Phocoena Pestivirus (PhoPeV) by Lars Söder, Denise Meyer, Olaf Isken, Norbert Tautz, Matthias König, Alexander Postel, Paul Becher

“…PhoPeV replicates most efficiently in the porcine kidney cell line SK6. Pestiviruses generally counteract the cellular innate immune response by degradation of interferon regulatory factor 3 (IRF3) mediated by the viral N-terminal protease (N^pro). …”
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Comparison and verification of detection accuracy for late deceleration with and without uterine contractions signals using convolutional neural networks by Ikumi Sato, Ikumi Sato, Yuta Hirono, Yuta Hirono, Eiri Shima, Hiroto Yamamoto, Kousuke Yoshihara, Chiharu Kai, Chiharu Kai, Akifumi Yoshida, Fumikage Uchida, Naoki Kodama, Satoshi Kasai

“…However, there is a problem with UC signals generally tending to have poor signal quality due to defects in installation or obesity in pregnant women. …”
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Clinical application of third-generation dual-source CT-based dynamic imaging reconstruction for pulmonary embolism imaging by Kai Liao, Biao Ye, Xi Li, Wei Liu, Tongtong Jia, Zongbao Han, Ziyi Liang, Yongli Duan, Xiaoli Sun, Jianmei Zhang, Rengui Wang, Jiao Gong

“…CT of the vascular lumen was generally higher in all subgroups of DCTA than in SCTA, with the highest in the TMIP-CIA group. …”
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