The results of a survey of Russian doctors in order to identify the compliance of the management of children with chronic urticaria with clinical recommendations by Yu. S. Smolkin, S. S. Masalskiy, R. F. Khakimova, O. V. Trusova, I. A. Larkova, E. V. Timofeeva, R. Ya. Meshkova, N.  B. Migacheva, E. V. Stezhkina, T. S.  Lepeshkova, A. Yu. Pischalnikov

“…The clinical guidelines used by physicians were documents of pediatric and allergy associations of Russia (77.3 and 55.9 %, respectively), international guides were used by 27 % of respondents.The most frequent deviations from the recommended algorithm were the prescription of biochemical blood tests (64.9 %), ultrasound examination of organs (56.9 %), consultations of specialists without indications: gastroenterologist (48.2 %), infectious disease specialist (31.8 %), rheumatologist (27.1 %). …”
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Exploring the role of ELOVLs family in lung adenocarcinoma based on bioinformatic analysis and experimental validation by Zihan Wang, Wenjing Cui, Long Liang, Jingge Qu, Yuqiang Pei, Danyang Li, Ying Luo, Yue Zhang, Yifan Qiu, Yongchang Sun

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Sarcopenia, Depressive Symptoms, and Fall Risk: Insights from a National Cohort Study in the Chinese Population by Zhang X, Ye D, Dou Q, Xie F, Zeng R, Zhu K, Zhu W, Zhu A, Chen L, Wu Y, Fan T, Peng P, Huang Y, Xiao S, Bian J, Shi M, Wang J, Zhang W

“…Sarcopenia was confirmed using the 2019 Asian Working Group for Sarcopenia (AWGS) algorithm consisting of muscle strength, appendicular skeletal muscle mass (ASM), and physical performance. …”
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Bioethical aspects of ensuring the well-being of pigs under intensive farming technologies by N. Yu. Krempa, O. V. Kozenko, B. V. Gutyj, I. V. Dvyliuk, N. V. Magrelo, H. V. Klym, T. V. Martyshuk, U. M. Vus, A. O. Vysotskyi

“…Carrying out planned preventive and therapeutic manipulations to monitor the health of animals ensures compliance with the principle of “freedom from pain, injuries or disease”. The transformation algorithm to sustainable production systems that take into account bioethical aspects and implement animal welfare requirements in practice will be of great importance not only for agricultural producers, processing enterprises, and trade organizations but also for decision-makers in the field of policy, research, and education related to the production of raw materials and products of animal origin. …”
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Adjusting Early Warning Score by clinical assessment: a study protocol for a Danish cluster-randomised, multicentre study of an Individual Early Warning Score (I-EWS) by Lars Simon Rasmussen, Kasper Karmark Iversen, Theis Lange, Gitte Bunkenborg, Pernille B Nielsen, Martin Schultz, Caroline Sophie Langkjaer, Anne Marie Kodal, Niels Egholm Pedersen, John Asger Petersen, Michael Dan Arvig, Christian Sahlholt Meyhoff, Morten Bestle, Bibi Hølge-Hazelton, Anne Lippert, Ove Andersen

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ECONOMIC ASPECTS OF APPLICATION OF THE RUSSIAN BIOSIMILAR OMALIZUMAB IN PATIENTS WITH ATOPIC BRONCHIAL ASTHMA OF MODERATE TO SEVERE CLINICAL COURSES by V. S. Krysanova, E. D. Ermolaeva, T. N. Ermolaeva, M. V. Davydovskaya, K. A. Kokushkin

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Modern methods for adhesive bowel obstruction diagnosis by K. D. Rybakov, G. S. Sednev, E. M. Askerov, A. M. Morozov, A. N. Pichugova, M. A. Belyak

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Screening and Validation of Potential Biomarkers of Immune Cells in Childhood Asthma Patients via Mendelian Randomization and Machine Learning by Zhang Y, Hai Y, Song B, Xu J, Cao L, Yasen R, Xu W, Zhang J, Hu J

“…LASSO logistic regression and SVM algorithms were used to identify key genes associated with childhood asthma. …”
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Effect of cross-sectional area discontinuities in closed hard-walled ducts on frequency of longitudinal modes by Mirosław MEISSNER

“…An accuracy of the method was checked by a comparison of analytic predictions with calculation data obtained by use of numerical implementation based on the forced oscillator method with a finite difference algorithm.…”
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An analysis of the relationship of triglyceride glucose index with diffuse large B-cell lymphoma prognosis: a retrospective study by QingQing Luo, Zhixiang Lei, Haizhou Miao, Ting Huang, Li Yu

“…Univariate and multivariate Cox regression analyses were performed to identify independent prognostic factors for overall survival (OS). Boruta algorithm was employed to strengthen the robustness of our analysis. …”
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Gestational diabetes mellitus and obesity: effects on offspring by O. V. Rozhkova, O. V. Remneva, N. I. Fadeeva, Yu. V. Korenovskiy, S. D. Yavorskaya

“…CHAID method (Chi Squared Automatic Interaction Detection) was used to create an algorithm for predicting adverse perinatal outcomes in GDМ. …”
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An AI-Based Framework for Characterizing the Atmospheric Fate of Air Pollutants Within Diverse Environmental Settings by Nataša Radić, Mirjana Perišić, Gordana Jovanović, Timea Bezdan, Svetlana Stanišić, Nenad Stanić, Andreja Stojić

“…This study introduces a novel artificial intelligence (AI) modeling framework that combines machine learning algorithms optimized through metaheuristics with explainable AI to capture complex interactions among pollutant concentrations, meteorological data, and socio-economic indicators. …”
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An Optimization Method for Operation Adjustment of High-Speed Delayed Trains by Xiaojuan Li, Yueying Huo, Zhenying Yan, Baoming Han

“…Six operation adjustment strategies are analyzed including section acceleration, operation based on the original timetable, dwell time reduction, increase in overtaking, reduction in overtaking, and train postponement. …”
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Alert processing based on attack graph and multi-source analyzing by Wei-xin LIU, Kang-feng ZHENG, Bin WU, Yi-xian YANG

“…Current attack graph-based alert correlation cannot deal with graph relation between alerts properly,and a large number of redundant attack paths may arise when trying to find out missing alerts and predict future attacks.A multi-source alert analyzing method was proposed,fully utilizing graph relation and threshold to correlate mapped alerts and eventually reduce false positive rate as well as true negative rate.To improve the speed of the algorithm,a parallel alert processing system (AG-PAP) was proposed.AG-PAP is tested on distributed environment which gets satisfied effec-tiveness and performance.…”
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Komparasi Algoritma Klasifikasi Dengan Menggunakan Anaconda untuk Memprediksi Ramai Penonton Film di Bioskop by Rano Agustino

“…By using CART classification, NBC (Naive Bayes Classifier) algorithm, SVM (Support Vector Machine), LR (Logis Text Regression) and LDA (Linear Discriminant Analysis) which will be compared which accuracy is the best for predicting the absence or absence of the audience. …”
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In Situ Stress Inversion and Distribution Characteristics of Tunnel Based on Numerical Simulation and Neural Network Technology by Pei Zhang

“…The neural network optimized by genetic algorithm is used to establish the nonlinear relationship between the measured value and the simulated value of the variable boundary condition, and the optimal boundary condition function is obtained. …”
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Channel modeling of molecular communication via free diffusion with multiple receiver by Zhuo SUN, Xu BAO, Jie LIN, Wence ZHANG

“…A coexistence scenario with a point source, a pair of absorbing and transparent receiver was considered, an interference factor was introduced in the proposed channel model based on the receiving molecular probability in the transparent receiver considering the influences of the absorbing receiver on the transparent one.Furthermore, the channel model of point source and transparent receiver had been proposed by using Levenberg-Marquardt algorithm combined with artificial neural network to study and predict channel model parameters.The simulation results not only verify the effectiveness of the proposed channel model, but also show that the peak time of any point in the environment is directly proportional to the square of the distance from the point source to the receiver, and inversely proportional to the molecular diffusion coefficient, and the peak time is not affected by the absorbing receiver in the environment.…”
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Joint optimization of edge computing and caching in NDN by Yu ZHANG, Min CHENG

“…Named data networking (NDN) is architecturally easier to integrate with edge computing as its routing is based on content names and its nodes have caching capabilities.Firstly, an integrated framework was proposed for implementing dynamic coordination of networking, computing and caching in NDN.Then, considering the variability of content popularity in different regions, a matrix factorization-based algorithm was proposed to predict local content popularity, and deep reinforcement learning was used to solve the the problem of joint optimization for computing and caching resource allocation and cache placement policy with the goal of maximizing system operating profit.Finally, the simulation environment was built in ndnSIM.The simulation results show that the proposed scheme has significant advantages in improving cache hit rate, reducing the average delay and the load on the remote servers.…”
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Image colorization based on transformer by Min Xu

“…To ensure the generated image mimics a real-life image in terms of pixel accuracy and visual quality, the algorithm employs a variety of loss functions. Experimental results demonstrate significant performance improvements in black and white image colorization. …”
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AI-driven multi-omics profiling of sepsis immunity in the digestive system by Yuan Gao, Hong Chen, Ruolan Wu, ZuJun Zhou

“…It focuses on the synthesis of clinical biomarkers of sepsis and parameters related to the gut microenvironment with the help of artificial intelligence, enabling marker identification, immunostratification and predictive modeling. This feasible clinical decision-making algorithm based on “combinatorial typing” is an important tool for realizing precision medicine for sepsis patients.…”
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