Review of machine learning-assisted multi-property design of high-entropy alloys: phase structure, mechanical, tribological, corrosion, and hydrogen storage properties by Yunlong Li, Jialiang Tan, Cheng Qian, Xiaochao Liu, Rui Nie

“…High-entropy alloys (HEAs), a novel class of multi-component alloy systems, have attracted much attention due to their unique compositions and outstanding performance advantages. …”
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ACUTE GASTRIC DILATATION IN CHILDREN by E. Yu. D'yakonovax, A. S. Bekin, I. V. Poddubniy, A. A. Isaev, O. N. Nakovkin, A. V. Krasavin, A. S. Malashenko

“…The authors describe clinical manifestations, pathogenesis and diagnostic algorithm, which allowed establishing this rare diagnosis. …”
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scFocus: Detecting branching probabilities in single-cell data with SAC by Chunlin Chen, Zeyu Fu, Jiajia Yang, Huaqing Chen, Jiabao Huang, Shitian Qin, Chuhuai Wang, Xiaoqian Hu

“…In this study, we propose a analytic algorithm named single-cell (sc)-Focus that divides cell subpopulations based on reinforcement learning and unsupervised branching in low-dimensional latent space of single cells. …”
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Deep learning-based framework for Mycobacterium tuberculosis bacterial growth detection for antimicrobial susceptibility testing by Hoang-Anh T. Vo, Sang Nguyen, Ai-Quynh T. Tran, Han Nguyen, Hai Bich Ho, Philip W. Fowler, Timothy M. Walker, Thuy Thi Nguyen

“…We developed a new framework, TMAS (TB Microbial Analysis System), which leverages state-of-the-art deep learning models to detect M. tuberculosis growth in images of 96-well microtiter plates. …”
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Comprehensive approach to the choice of therapy in patients with osteoarthritis at the first visit to the doctor. Expert consensus (literature review and resolution) by A. M. Lila, O. N. Tkacheva, N. N. Yakhno, A. V. Naumov, L. I. Alekseeva, Yu. V. Kotovskaya, M. V. Putilina, M. L. Kukushkin, A. Yu. Kochish, E. A. Taskina, G. R. Abuzarova

“…Osteoarthritis (OA) is the most common pathology of the musculoskeletal system and is a serious medical and social problem. …”
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Distributed multi‐station target tracking based on unscented particle filter and Dempster‐Shafer theory by Haoxuan Du, Dazheng Feng, Meng Wang, Xuqi Shen, Duo Ye

“…This indicates that the proposed algorithm can improve estimation precision in dynamic and uncertain environments.…”
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Radiological and Functional Research Methods in the Diagnosis of Segmental Instability in Cervical Osteochondrosis and of Cervicobrachial Syndrome by Z. V. Koshkareva, V. A. Sorokovikov, A. P. Zhivotenko, O. V. Sklyarenko, B. B. Damdinov, А. N. Kiriyenko

“…Based on the obtained fundamental knowledge, an algorithm for diagnosing osteochondrosis of the cervical spine and cervicobrachial syndrome has been developed and scientifically substantiated.…”
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NT-proBNP for Heart Failure Screening in Primary Care in an Eastern European Country: What We Know and Proposed Steps by Ioana Camelia Teleanu, Anca Mîrșu-Păun, Cristian Gabriel Bejan, Ana-Maria Alexandra Stănescu

“…The significant financial burden on the healthcare system matches these sobering data. Thus, efficient programs for patients with HF have been called for. …”
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Towards precision agriculture: metaheuristic model compression for enhanced pest recognition by Sana Parez, Norah Saleh Alghamdi, Tahir Mahmood, Waseem Ullah, Muhammad Attique Khan, Taha Houda, Naqqash Dilshad

“…To reduce model complexity and improve deployment feasibility, a metaheuristic optimization algorithm was incorporated that significantly reduces computational overhead without compromising performance. …”
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DRL-Based UAV Path Planning for Coverage Hole Avoidance: Energy Consumption and Outage Time Minimization Trade-Offs by Bahareh Jafari, Mazen Hasna, Hossein Pishro-Nik, Nizar Zorba, Tamer Khattab, Hamid Saeedi

“…Our observations indicate that such a trade-off is more pronounced for spiral trajectories compared to oval trajectories, but both of them are useful depending on the QoS and energy constraints imposed by the system.…”
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A Capacitated Vehicle Routing Model for Distribution and Repair with a Service Center by Irma-Delia Rojas-Cuevas, Elias Olivares-Benitez, Alfredo S. Ramos, Samuel Nucamendi-Guillén

“…Additionally, a Variable Neighborhood Search (VNS) algorithm was implemented and compared with AMPL-Gurobi. …”
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Cooperative sensing, communication and computation resource allocation in mobile edge computing-enabled vehicular networks by Zhenyu Li, Yuchuan Fu, Mengqiu Tian, Changle Li

“…To solve the RA problem, a twin delayed deep deterministic policy gradient (TD3) algorithm is adopted to explore and obtain the effective solution of the RA problem. …”
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Exploring Multiscale Causal Interventions for Burned Area Estimation by A. Mustofa Irawan, A. Mustofa Irawan, M. Vall-llossera, M. Vall-llossera, C. López-Martínez, C. López-Martínez, A. Camps, A. Camps, A. Camps, G. Portal, M. Pablos, A. Alonso-González

“…Understanding complex causal interactions between local, continental, and global drivers remains a significant challenge in wildfire prediction systems. This study implements a causal inference framework combining the Peter-Clark momentary conditional independence (PCMCI) algorithm with <em>do</em>-calculus interventions to analyse land-atmosphere feedback mechanisms influencing wildfire dynamics across South Asia (India, Pakistan, Myanmar, and adjacent regions). …”
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Hepatocentric approach to achieving compensation of diabetes mellitus in people with non-alcoholic steatohepatitis by N.M. Protas, I.O. Kostitska, M.V. Bielinskyi

“…A hepatocentric approach to the safe and effective management of T2DM in individuals with NASH is justified by the timely use of an updated treatment algorithm with an emphasis on sodium-glucose cotransporter 2 inhibitors.…”
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SIMPLIFIED MATHEMATICAL MODEL OF SMALL SIZED UNMANNED AIRCRAFT VEHICLE LAYOUT by V. V. Vyshinsky, A. O. Kislovskiy, S. A. Kolchev

“…This article covers the approach to development of quick aerodynamic design methods based on artificial intelligence neural system. The problem is being solved for the classical scheme of small sized unmanned aircraft vehicle (UAV). …”
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Development of model for human factor influence assessment on construction and road machines operation efficiency by V. E. Ovsiannikov, V. I. Vasiliev

“…One of the most effective ways out of this situation is to improve the machines from the point of view of ensuring the compatibility of the elements of the human-machine system. The article considers the issues of the engineering and psychological component of compatibility.Materials and methods. …”
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Revealing Pathway Dynamics in Heart Diseases by Analyzing Multiple Differential Networks. by Xiaoke Ma, Long Gao, Georgios Karamanlidis, Peng Gao, Chi Fung Lee, Lorena Garcia-Menendez, Rong Tian, Kai Tan

“…With the exponential growth of omics data, our method can aid in generating systems-level insights into disease progression.…”
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Opportunities for Improving Financial Provision of Social Insurance Institutions in the Russian Federation by Yu. P. Kalmykov

“…The scientific novelty of the study lies in the development of author’s algorithm of forming the financial security program of social insurance institutions, combining active and passive opportunities, including financial instruments of solvency of economic entities. …”
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Real time weed identification with enhanced mobilevit model for mobile devices by Xiaoyan Liu, Qingru Sui, Zhihui Chen

“…Our approach begins with the application of a multi-scale retinal enhancement algorithm featuring color restoration to preprocess image data. …”
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Modern understanding of comorbidity and approaches to formulating the diagnosis of comorbid patients by А. L. Vertkin, O. V. Zayratyants, A. L. Kebina, M. M. Shamuilova, G. Yu. Knorring

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