Prediction of microbe-drug associations using a CNN-Bernoulli random forest model by Zihao Song, Qingnuo Li, Jincheng Zhao, Qinggang Bu, Zekang Bian, Jia Qu

“…The model constructs feature vectors for all microbe-drug pairs based on known associations, microbe similarity, and drug similarity. …”
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Differential gray matter correlates and machine learning prediction of abuse and internalizing psychopathology in adolescent females by Sara A. Heyn, Taylor J. Keding, Josh Cisler, Katie McLaughlin, Ryan J. Herringa

“…Abstract Childhood abuse represents one of the most potent risk factors for the development of psychopathology during childhood, accounting for 30–60% of the risk for onset. …”
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Enhancing advanced cervical cell categorization with cluster-based intelligent systems by a novel integrated CNN approach with skip mechanisms and GAN-based augmentation by Gunjan Shandilya, Sheifali Gupta, Ahmad Almogren, Salil Bharany, Ayman Altameem, Ateeq Ur Rehman, Seada Hussen

“…By boosting feature propagation, this integration increases the model’s ability to recognize minute patterns in cervical cell images, hence increasing classification accuracy. …”
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Maskless Electrochemical Texturing (MECT) Applied to Skin-Pass Cold Rolling by Paulo L. Monteiro, Wilian Labiapari, Washington M. Da Silva, Cristiano de Azevedo Celente, Henara Lillian Costa

“…Rolling tests showed that the work roll surface textured with a dimple pattern generated a pillar-shaped texture pattern on the sheet surface, possibly due to a reverse extrusion mechanism.…”
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Engineered wood products for circular construction: a multi-factor evaluation of lamination methods by Dan Bergsagel, Felix Heisel, Jasper Owen, Maxwell Rodencal

“…These results are considered appropriate for the future development of larger dimension and longer length multi-lamination structural bending elements.…”
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Machine learning aids in the discovery of efficient corrosion inhibitor molecules by Haiyan GONG, Lingwei MA, Dawei ZHANG

“…Specifically, ML models can extract key information and construct predictive models through feature extraction and pattern recognition using existing data. …”
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Molecular-genetic basis of Rubinstein–Taybi syndrome by O. R. Ismagilova, T. S. Beskorovaynaya, T. A. Adyan, A. V. Polyakov

“…Rubinstein–Taybi syndrome is a multisystem pathology characterized by mental retardation and delayed physical development in combination with a set of phenotypic features, which make up a recognizable pattern of the disease. …”
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Environmental Responsibility, Active Social Learning, and Political Action by David Hayes

“…Links will be made throughout between environmental issues, economic development and social and environmental justice. Another key feature of Green Criminology is the way in which it seeks to align with environmental activism, and an account will be given here of ethnographic research into a contemporary environmental protest movement, the 'anti-fracking' movement. …”
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Self-staging on the Himalayan trails: online storytelling videos as a medium for young Nepalese people to discover trekking by Pierre Dérioz, Philippe Bachimon, Pranil Kumar Upadhayaya

“…Combined, they have become a common feature of contemporary ‘connected’ tourism, a major producer and consumer of images. …”
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Research on hybrid strategy Particle Swarm Optimization algorithm and its applications by Jicheng Yao, Xiaonan Luo, Fang Li, Ji Li, Jundi Dou, Hongtai Luo

“…These findings establish HSPSO as an effective solution for complex optimization and feature selection tasks.…”
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Multi-tissue transcriptomic characterization of endogenous retrovirus-derived transcripts in Capra hircus by Ming-Di Li, Ming-Di Li, Hu-Rong Li, Shao-Hui Ye

“…However, the expression pattern of TEs in those less studied species, like goat (Capra hircus), remains unclear. …”
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Mapping gender networks of smartphone addiction and academic procrastination: a network analysis study by Lu Song, Zhilin Liu, Yujia Yang, Shuangshuang Yuan

“…The findings reveal the complexity of gender differences in behavioral patterns and psychological mechanisms, moving beyond the limitations of previous research that primarily focused on mean-level differences. …”
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Delayed neutron yield measurement on thermal neutron induced fission of 237Np using cross-correlation technique by Sh. S. Zeynalov, O. V. Zeynalova, V. I. Smirnov

“…The data is modulated with predefined pattern before transmission to the public network and only recipient that has the modulation pattern is able to demodulate it upon reception. …”
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Eyes in cheese: reasons for formation and methods of assessment by O. V. Lepilkina, O. N. Lepilkina, I. V. Loginova

“…In connection with the observed tendency to the loss of the distinctive features of this type of cheese (rare, insufficiently pronounced eyes), great importance is attached to objective methods for assessing the pattern in these cheeses as one of the most important indicators of the product quality. …”
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The Delaware General Corporation Law: Business Corporations Merger (consolidation) Transactions by Stanislav E. Kuzmin

“…The study and analysis of U.S. law on mergers and acquisitions of companies (corporations) from the standpoint of comparative legal studies allow more accurately and deeper to represent the state of the modern foreign legislation in the sphere of corporate regulation, to identify the features of such regulation, to provide an analysis of its development prospects and opportunities of influence on the Russian economic agents. …”
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THE SUSTAINABLE TRANSPORTATION PLANNING IN RUSSIAN CITIES: PESPECTIVES FOR STREET CLASSIFICATION AND URBAN STREET DESIGN by E. S. Prelovskaya, A. G. Levashev, A. U. Michaylov, B. Engel

“…The mixed-use development pattern of the city center is chosen as an experimental research site, because the  solution of the issues in the city center is one of the most complex task for  transportation planning. …”
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Shoot complexes on the apical part of the crown of generative <i>Fraxinus excelsior</i> L. trees by I. S. Antonova, M. S. Televinova

“…The apical branches of the umbrella-shaped crown of generative ash trees are inverted cone-shaped shoot complexes with a similar development pattern.   Conclusion. The structure and development of F. excelsior branches characterizes the ecological features of the species, manifested through the absence of obvious branching orders and combined with the inverted conical shape of large branches.…”
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A model for maxilloturbinate morphogenesis in seals. by Jonathan E Kings, Lars P Folkow, Øyvind Hammer, Signe Kjelstrup, Matthew J Mason, Fengzhu Xiong, Eirik G Flekkøy

“…The maxilloturbinates of Arctic seals develop into particularly elaborate labyrinthine patterns, which are well adapted to retain heat and moisture from exhaled gas. …”
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Transferring R&D Outputs to Industry: Strategies of R&D Organizations by Stanislav Zaichenko

“…Depending on the degree of novelty of the transferred technologies there are three identified segments of scientific organizations manifesting one of the following behavioral patterns: innovation (introduction of developments that are unique both in  domestic and foreign markets, and feature qualitatively new characteristics matching or surpassing current standards), modification (introduction of technologies new to the implementing organization, although not to the market and adaptation (modification and improvement of technology previously used by the implementing organization). …”
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Liver diseases (<i>Review of the Seventeenth Russian Gastroenterological Week proceedings, October, 10–12, 2011, Moscow</i>) by I. V. Mayev, A. N. Kazyulin, Yu. A. Kucheryavy, Ye. A. Mayevskaya

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