Research on Hybrid Architecture Neural Networks for Time Series Prediction by Fujin Zhuang, Xiao Chen, Punyaphol Horata, Khamron Sunat

“…This research not only demonstrates the superiority of this hybrid architecture in handling complex time series prediction tasks, especially showing strong adaptability during market fluctuation periods, but also provides new research directions for deep learning applications in agricultural price prediction.…”
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Development and Validation of a Dynamic Real-Time Risk Prediction Model for Intensive Care Units Patients Based on Longitudinal Irregular Data: Multicenter Retrospective Study by Zhuo Zheng, Jiawei Luo, Yingchao Zhu, Lei Du, Lan Lan, Xiaobo Zhou, Xiaoyan Yang, Shixin Huang

“…With the increasing availability of high-frequency electronic medical record (EMR) data, machine learning (ML) approaches have emerged as powerful tools to model complex temporal patterns and support dynamic clinical decision-making. …”
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Predicting and elucidating the etiology of fatty liver disease: A machine learning modeling and validation study in the IMI DIRECT cohorts. by Naeimeh Atabaki-Pasdar, Mattias Ohlsson, Ana Viñuela, Francesca Frau, Hugo Pomares-Millan, Mark Haid, Angus G Jones, E Louise Thomas, Robert W Koivula, Azra Kurbasic, Pascal M Mutie, Hugo Fitipaldi, Juan Fernandez, Adem Y Dawed, Giuseppe N Giordano, Ian M Forgie, Timothy J McDonald, Femke Rutters, Henna Cederberg, Elizaveta Chabanova, Matilda Dale, Federico De Masi, Cecilia Engel Thomas, Kristine H Allin, Tue H Hansen, Alison Heggie, Mun-Gwan Hong, Petra J M Elders, Gwen Kennedy, Tarja Kokkola, Helle Krogh Pedersen, Anubha Mahajan, Donna McEvoy, Francois Pattou, Violeta Raverdy, Ragna S Häussler, Sapna Sharma, Henrik S Thomsen, Jagadish Vangipurapu, Henrik Vestergaard, Leen M 't Hart, Jerzy Adamski, Petra B Musholt, Soren Brage, Søren Brunak, Emmanouil Dermitzakis, Gary Frost, Torben Hansen, Markku Laakso, Oluf Pedersen, Martin Ridderstråle, Hartmut Ruetten, Andrew T Hattersley, Mark Walker, Joline W J Beulens, Andrea Mari, Jochen M Schwenk, Ramneek Gupta, Mark I McCarthy, Ewan R Pearson, Jimmy D Bell, Imre Pavo, Paul W Franks

“…In general, the clinical variables showed better prediction ability than the complex omics variables. However, the combination of omics and clinical variables yielded the highest accuracy. …”
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The justification of the optimal composition and research of a local hemostatic agent based on naturally occurring polysaccharides by V. V. Hladyshev, S. І. Sоkolovskyi, I. V. Sobko, Ugіs Kletnieks, Audrius Butkevichius

“…The analysis of existing methods and products for controlling bleeding reveals that medical means exhibit significantly higher efficacy compared to mechanical methods of achieving hemostasis. …”
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Application of Artificial Neural Network for Predicting Shaft and Tip Resistances of Concrete Piles by Ehsan Momeni, Ramli Nazir, Danial Jahed Armaghani, Harnedi Maizir

“…Implementing feed forward back-propagation artificial neural network (ANN) for solving geotechnical problems has recently gained attention mainly due to its ability in finding complex nonlinear relationships among different parameters. …”
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The Paleochrono-1.1 probabilistic model to derive a common age model for several paleoclimatic sites using absolute and relative dating constraints by F. Parrenin, M. Bouchet, C. Buizert, E. Capron, E. Corrick, R. Drysdale, K. Kawamura, A. Landais, R. Mulvaney, I. Oyabu, S. O. Rasmussen

“…Paleochrono-1.1 outperforms IceChrono in terms of computational efficiency, ease of use and accuracy. We demonstrate the ability of Paleochrono-1.1 in an experiment involving only the MSL speleothem in Hulu Cave (China), and we compare the resulting age model with the Speleothem Isotope Synthesis and Analysis version 2 (SISALv2) age models. …”
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First Report of <i>Stenotrophomonas maltophilia</i> from Canine Dermatological Infections: Unravelling Its Antimicrobial Resistance, Biofilm Formation, and Virulence Traits by Ria Rajeev, Porteen Kannan, Sureshkannan Sundaram, Sandhya Bhavani Mohan, Sivachandiran Radjendirane, Chaudhary Jeetendrakumar Harnathbhai, Anbazhagan Subbaiyan, Viswanathan Naveenkumar, Nithya Quintoil Mohanadasse, Wilfred Ruban Savariraj, Charley A. Cull, Raghavendra G. Amachawadi

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Drug Repurposing for the Discovery of Potential Inhibitors Targeting DJ-1 (PARK7) Against Parkinson’s Disease by Taibah Aldakhil, Ali Altharawi

“…Further molecular dynamics simulations revealed that niraparib and pteroylglutamic acid were the most stable among the three complexes. Moreover, the binding strength of the complexes was confirmed by MMPBSA binding free energy analysis, with Niraparib (−13.50 kcal/mol) and pteroylglutamic Acid (−11.41 kcal/mol) as the most promising candidates. …”
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O-prenylated 3-carboxycoumarins as a novel class of 15-LOX-1 inhibitors. by Atena Jabbari, Mina Mousavian, Seyed Mohamad Seyedi, Mehdi Bakavoli, Hamid Sadeghian

“…Bonding affinity of the designed molecular structures toward 15-LOX-1 3D structure complexed with RS75091, as potent 15-LOX-1 inhibitor, was studied by utilizing docking analysis. …”
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Professional training of marketers in specialty 029 “Information, library and archival work” based on the competence approach by Kasjan Vladyslav, Kushnarov Valerii

“…The research methodology is based on a complex of general scientific methods of analysis and synthesis, induction and deduction, review and analysis, as well as generalization and abstraction, whichmade it possible to identify and generalize the main features, activity tasks and concepts. …”
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TECHNIQUES AND FACTORS CONTRIBUTING TO DEVELOPING CRITICAL THINKING SKILLS by Irina Vladimirovna Glukhova

“…Scientific novelty. The complex of procedures and the conditions promoting effective development of critical thinking skills is theoretically proved on the basis of the analysis of various information sources. …”
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Authentic assessment in higher education to increase critical thinking and develop metacognitive awareness by Elisabeth Suzka Oroh, Muhammad Ilham Ali, Noldy Pelenkahu, Herlina Usman, Olga Anneke Rorintulus

“…It offers several benefits, including (a) promoting students’ creative and critical thinking abilities, (b) enabling them to construct meaningful learning experiences by selecting and organizing relevant responses through situational analysis, and (c) integrating instructional, learning, and assessment activities. …”
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Binding of transmissible gastroenteritis virus and porcine respiratory coronavirus to human and porcine aminopeptidase N receptors as an indicator of cross-species transmission. by Mykyta Peka, Viktor Balatsky

“…In silico modeling was performed for complexes of the RBDs from 16 virus strains with porcine aminopeptidase N (APN), as well as for putative complexes with the human APN receptor. …”
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Evaluating the effects of liraglutide, empagliflozin and linagliptin on mild cognitive impairment remission in patients with type 2 diabetes (LIGHT-MCI): study protocol for a multi... by Jie Liu, Jie Zhang, Wen Zhang, Ying Wang, Lu Zhang, Bing Zhang, Kun Wang, Weili Yan, Yan Bi, Zhou Zhang, Xiang Xu, Wenhui Zhu, Fangyi Li, Xiaoya Zhang, Xiaowei Zhu, Congcong Yu, Huijie Yang, Shihua Chen, Sijue Yang, Beibei Zhai, Tianyu Wu, Shengyi Zhao, Xuewei Tong, Yanjie Duan, Yining Chao, Jindan Wu, Xinhua Ye, Haiyan Cheng

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Air Connectivity and Airport Infrastructure in Northern Canada by Alexandre G. de Barros, Marcela Coelho Lopes, Iyad Sahnoon

“…Flying an aircraft is a very complex operation that is affected by many factors. …”
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PSYCHOLOGICAL AND PEDAGOGICAL BASES OF FORMATION OF THE FUTURE SPECIALISTS’ INDIVIDUAL STYLE OF PROFESSIONAL ACTIVITIES by Lavrentieva Olena, Krupskyi Oleksandr

“…The aim of the article is to reveal the essence and content of the individual style of professional activity, its structure and formation mechanisms; determination of pedagogical terms that contribute to the shaping of the optimal individual style of future specialists’ professional activity during their professional preparation process. A complex of research methods has been used, namely: content analysis, generalization and specification in the provisions of the theory of activity and professional pedagogy regarding the essence of the individual style of activity, modelling of the structure of the individual style of professional activity, substantiating the pedagogical terms of its formation in future specialists during their professional preparation process. …”
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How much time and who will do it? Organizing the toolbox of climate adaptations for small-scale fisheries by Sieme Bossier, Yoshitaka Ota, Ana Lucía Pozas-Franco, Andrés M. Cisneros-Montemayor

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Physical Simulation Test and Numerical Simulation Study on Force and Deformation of Inclined Shaft Lining Using OFDR Testing Technology by Wenjie Yao, Tingting Luo, Weihao Yang, Zhijiang Yang

“…The inclined shaft lining cross-section is prone to severe issues such as shaft lining cracking and even structural failure due to geometric irregularity and mechanical complexity, posing significant engineering safety hazards. …”
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An integrative, multi‐scale, genome‐wide model reveals the phenotypic landscape of Escherichia coli by Javier Carrera, Raissa Estrela, Jing Luo, Navneet Rai, Athanasios Tsoukalas, Ilias Tagkopoulos

“…Abstract Given the vast behavioral repertoire and biological complexity of even the simplest organisms, accurately predicting phenotypes in novel environments and unveiling their biological organization is a challenging endeavor. …”
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OPTIMIZATION OF THE MEASURING BASE OF THERMAL TAG FLOW METERS by M. S. Gayazov, R. K. Yarullin, D. V. Kosmylin

“…In addition, the effect of thermogravitational stratification inside each liquid adds to the complexity of measurement. It is experimentally conirmed that increasing the measurement base leads to an increase in measurement accuracy, but adds complexity to data processing, due to a non-constant level of movement along the length of the stand and an uneven proile of the speed front. …”
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