Among Artificial Intelligence/Machine Learning Methods, Automated Gradient-Boosting Models Accurately Score Intraoral Plaque in Non-Standardized Images by Eric Coy, William Santo, Bonnie Jue, Helen Betts, Francisco Ramos-Gomez, Stuart A. Gansky

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Spatial scale effects on the trade-offs and synergies of ecosystem services in China’s Huaihe river basin by Yaowen Chang, Yunpeng Wang, Li Yuan, Xiaoyou Yao, Ronghua Zhang, Xia Liu, Zhaofei Fan, Jiayu Guo

“…The relationship between WP and other ESs developed in the trade-off direction, and the other ES optimized in the collaborative direction. …”
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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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Diverse voices, dynamic classrooms: Exploring changing demographics, pedagogical shifts, and training perspectives in Maltese multilingual primary classrooms. by Michelle Panzavecchia

“…This requires the reassessment of professional development initiatives in light of the current migration patterns. …”
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Vision transformer embedded video anomaly detection using attention driven recurrence by Ummay Maria Muna, Shanta Biswas, Syed Abu Ammar Muhammad Zarif, Philip Jefferson Deori, Tauseef Tajwar, Swakkhar Shatabda

“…We employ a modified pre-trained vision transformer for video feature extraction, leveraging its ability to capture complex spatio-temporal patterns and the global context. …”
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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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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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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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Machine Learning-Based Identification of Phonological Biomarkers for Speech Sound Disorders in Saudi Arabic-Speaking Children by Deema F. Turki, Ahmad F. Turki

“…SHAP analysis revealed that articulation patterns and phonological patterns were the most influential features for distinguishing between Atypical and TD categories. …”
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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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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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Modelling Associative-Semantic Content as Regards the Logic-of-Semantics Dimension of the Adolescents’ Speech by Наталя Токарева

“…In this context, the purposeful formation of speech and mental competences of an individual, the acquisition by adolescents of efficient methods of the logic-of-semantics organization of the associative semantic content of speech is defined as a necessary prerequisite for the personality development, as well as that for the speech and mental development of an individual.…”
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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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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

“…Accordingly, first, fundamental features of the global investment system are identified, in the light of the Fituni-Abramova theory of the world economy’s subsystemic dichotomy. …”
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On some possibilities of multi-frequency remote sensing of the water surface by Titchenko Yuriy, Karaev Vladimir, He Yijun

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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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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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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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H2MV (v1.0): global physically constrained deep learning water cycle model with vegetation by Z. Baghirov, Z. Baghirov, M. Jung, M. Reichstein, M. Reichstein, M. Körner, M. Körner, B. Kraft, B. Kraft

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