Study of Changing Role of Leading Universities in the National Innovation Ecosystem during Transition to the University 4.0 Model by T. G. Maximova, E. L. Bogdanova, G. M. Brovka

“…It has been established that the current stage of development of universities is characterized by the presence of both competitive advantages and challenges that form the features of their modernization. …”
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Physical and mental health management for the older adult using XGBoost algorithm supported by new media technology: developing personalized health intervention plans using healthc... by Yutong Wang, Xin Guan, Shiyuan Qu, Jiarong Liao, Xin Ming, Enhui Li, Zixi Wang

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Somatoform disorders. The first part: integrative model f pathology by A. A. Pribytkov, A. N. Erichev

“…Predisposing factors (genetic predisposition, disturbance of neurotransmitters’ metabolism, misbalance of immune and endocrine systems, as well as personality’s typology), perpetuating factors (cognitive features, low opportunity of coping, abnormal behavior patterns, features of emotional response), precipitating factors (stress, social influence) were emphasized. …”
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Integrating Spatiotemporal and Travel-Related Information for Accurate Urban Passenger Profiling Using GANs by Xiaoqi Duan, Jianbing Yang, Sha Yu, Youliang Tian

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Research of organizational structure of retail business and educational institution by methods of statistical analysis by Aleksandr L. Bobkov, Igor V. Denisov, Oksana V. Kuchmaeva

“…Following this, the results of cluster analysis were defined and key factors for patterns of organizational development were selected by the principal component analysis. …”
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Examining Teachers’ Professional Learning in an Online Asynchronous System: Personalized Supports for Growth and Engagement in Learning to Teach Statistics and Data Science by Hollylynne S. Lee, Emily Thrasher, Gemma F. Mojica, Bruce M. Graham, J. Todd Lee, Adrian Kuhlman

“…In this study, we used a case study with both quantitative and qualitative data to examine whether teachers had gains in meeting learning goals related to their development in teaching statistics and data science, had sustained engagement, and found the features for personalization supportive for their learning. …”
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INSTITUTIONAL TRAPS» OF DIGITAL ECONOMY: CONCEPT AND METHODOLOGY OF RESEARCH by I. Penkova

“…The aim of the study is to solve the urgent fundamental scientiic problem of developing a methodological ground regarding the identiication and overcoming institutional traps, based on determining the degree of positive and negative effects of information on socio-economic development; to examine and justify the features and patterns of socio-economic changes associated with the growing digital economy in Russia and worldwide.…”
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Development of prediction models for screening depression and anxiety using smartphone and wearable-based digital phenotyping: protocol for the Smartphone and Wearable Assessment f... by Sujin Kim, Ah Young Kim, Yu-Bin Shin, Seonmin Kim, Min-Sup Shin, Jinhwa Choi, Kyung Lyun Lee, Jisu Lee, Sangwon Byun, Heon-Jeong Lee, Chul-Hyun Cho

“…The secondary outcomes will include the association between digital biomarkers and clinical measures, and the feasibility and acceptability of data collection methods. Various features characterising mobile usage behaviours, physical/social activity, sleep patterns, resting physiological states and circadian rhythms will be exploited to serve as potential digital phenotyping markers. …”
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A new statistical model for advanced modeling of cancer disease data

“…Classical probability models often struggle to capture the variability and complex patterns inherent in biomedical data, particularly lifetime data. …”
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Machine Learning-Based Identification of Phonological Biomarkers for Speech Sound Disorders in Saudi Arabic-Speaking Children by Deema F. Turki, Ahmad F. Turki

“…The dataset was used to classify speech patterns into four categories: Atypical, Typical Development (TD), Articulation, and Delay. …”
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Unlocking ecological insights from sub‐seasonal visible‐to‐shortwave infrared imaging spectroscopy: The SHIFT campaign by K. Dana Chadwick, Frank Davis, Kimberley R. Miner, Ryan Pavlick, Mark Reynolds, Philip A. Townsend, Philip G. Brodrick, Christiana Ade, Jean Allen, Leander Anderegg, Yoseline Angel, Indra Boving, Kristin B. Byrd, Petya Campbell, Luke Carberry, Katherine C. Cavanaugh, Kyle C. Cavanaugh, Kelly Easterday, Regina Eckert, Michelle Gierach, Kaitlin Gold, Erin Hestir, Fred Huemmrich, Maggie Klope, Raymond F Kokaly, Piper Lovegreen, Kelly Luis, Conor McMahon, Nicholas Nidzieko, Francisco Ochoa, Anna Jiselle Ongjoco, Elsa Ordway, Madeleine Pascolini‐Campbell, Natalie Queally, Dar A. Roberts, Clare M. Saiki, Fabian D. Schneider, Alexey N. Shiklomanov, Germán D. Silva, Jordan Snyder, Michele Thornton, Anna T. Trugman, Nidhi Vinod, Ting Zheng, Dulcinea M. Avouris, Brianna Baker, Latha Baskaran, Tom Bell, Megan Berg, Michael Bernas, Niklas Bohn, Renato K. Braghiere, Zach Breuer, Andrew J. Brooks, Nolan Burkard, Julia Burmistrova, Kerry Cawse‐Nicholson, John Chapman, Johana Chazaro‐Haraksin, Joel Cryer, K. C. Cushman, Kyla Dahlin, Phuong D. Dao, Athena DiBartolo, Michael Eastwood, Clayton D. Elder, Angela Giordani, Kathleen Grant, Robert O. Green, Alexa Hanson, Brendan Heberlein, Mark Helmlinger, Simon Hook, Daniel Jensen, Emma Johnson, Marie Johnson, Michael Kiper, Christopher Kibler, Jennifer Y. King, Kyle R. Kovach, Aaron Kreisberg, Daniel Lacey, Evan Lang, Christine Lee, Amanda M. Lopez, Brittany Lopez Barreto, Andrew Maguire, Elliott Marsh, Charles Miller, Dieu My T. Nguyen, Cassandra Nickles, Jonathan P. Ocón, Elijah P. Papen, Maria Park, Benjamin Poulter, Ann Raiho, Porter Reim, Timothy H. Robinson, Fernando E. Romero Galvan, Ethan Shafron, Brenen R. Skalitzky, Sydney Stroschein, Niky C. Taylor, David R. Thompson, Kate Thompson, Cecily Tye, Joelie Van Beek, Cecilia Vanden Heuvel, Jonathan Vellanoweth, Evert Vermeer, Claire Villanueva‐Weeks, Kristen Zumdahl, David Schimel

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A window into the human immune system: comprehensive characterization of the complexity of antibody complementary-determining regions in functional antibodies by Oscar Mejias-Gomez, Andreas V. Madsen, Kerstin Skovgaard, Lasse E. Pedersen, J. Preben Morth, Timothy P. Jenkins, Peter Kristensen, Steffen Goletz

“…Specific residue positions within each CDR influence these occurrences, implying a unique amino acid type distribution pattern. We compared amino acid type usage in CDRs and non-CDR regions, both in globular and transmembrane proteins, which revealed distinguishing features, such as increased frequency of tyrosine, serine, aspartic acid, and arginine. …”
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STRUCTURAL MODERNIZATION IN CONDITIONS OF FORMATION OF DIGITAL ECONOMY by V. M. Bondarenko

“…Methods: the study is based on the use of new methodological tools, in accordance with the author's approach to setting goals and the features of the development of the human system with a worldview position.Results: the ideological foundations of the study of patterns in the development of the human system made it possible to determine the paradigm of its development in which a certain model of relations between people is formed. …”
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Unveiling the pulse of urban metro stations: a TOD-driven approach to measuring vibrancy using geographically weighted random forest by Yongyang Xu, Wanfeng Mao, Sheng Hu

“…The relationship between the built environment and human activity patterns is a fundamental research topic in urban studies and planning. …”
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Modelling Associative-Semantic Content as Regards the Logic-of-Semantics Dimension of the Adolescents’ Speech by Наталя Токарева

“…Drawing on the results of the frequency analysis of the use of typical associative patterns for organizing the semantic field of speech, it was stated that the most represented among adolescents is a semantic way of reasoning based on the identification signs of the general contour of the trigger word at the level of its meaning. …”
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SECONDGRAM: Self-conditioned diffusion with gradient manipulation for longitudinal MRI imputation by Brandon Theodorou, Anant Dadu, Mike Nalls, Faraz Faghri, Jimeng Sun

“…We address this gap by proposing self-conditioned diffusion with gradient manipulation (SECONDGRAM) to generate absent follow-up imaging features, enabling predictions of MRI developments over time and enriching limited datasets through imputation. …”
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The Scale of a Country’s Economic Potential as a Factor in Investment Allocation. The Case of Small Island States in Africa by SUGAKOV Gleb Konstantinovich

“…Third and lastly, taking into account the global and regional patterns discussed above, the author considers the potential for inclusion of the African small island states in Russia's list of investment priorities. …”
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基于IMU信号的人工智能上肢多关节运动状态识别系统构建——卒中后人工智能运动功能评估与检测系统建设前导研究 Construction of an Artificial Intelligence Upper Limb Multi-Joint Motion State Recognition System Based on IMU Signals—A Pre... by 程相鑫1，张烁1，杜松骏1，刘子阳1，周宏宇2，3，贾伟丽2，3，李子孝2，3，刘涛1 (CHENG Xiangxin1, ZHANG Shuo1, DU Songjun1, LIU Ziyang1, ZHOU Hongyu2,3, JIA Weili2,3, LI Zixiao2,3, LIU Tao1 )

“…Abstract: Objective This study aims to develop and construct an upper limb multi-joint motion state recognition system based on low-cost inertial measurement unit (IMU) signals, for the rapid and reliable decoding of multi-joint (forearm, elbow joint, and shoulder joint) motion states in human activities, providing support for motion pattern recognition and daily motion monitoring in post-stroke upper limb rehabilitation assessment. …”
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Explaining neural networks for detection of tropical cyclones and atmospheric rivers in gridded atmospheric simulation data by T. Radke, S. Fuchs, C. Wilms, I. Polkova, I. Polkova, I. Polkova, M. Rautenhaus, M. Rautenhaus

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Explainable ensemble learning graphical user interface for predicting rebar bond strength and failure mode in recycled coarse aggregate concrete by Celal Cakiroglu, Tanvir Hassan Tusher, Md. Shahjalal, Kamrul Islam, AHM Muntasir Billah, Moncef L. Nehdi

“…Prior investigations have solely concentrated on bond strength, resulting in a limited comprehension of the bond failure pattern. Considering the increasing significance of sustainable construction methods, it is crucial to examine both the failure pattern and bond strength to expand the versatility of RCA in various reinforced concrete structures. …”
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