Research on the Construction of Event Evolutionary Graph for Urban Rail Transit Train Operation and Maintenance Safety by FAN Qianqi, ZUO Jianyong, GONG Ming, JIA Bo, LI Zhengjiang

“…In the event extraction stage, a professional dictionary of urban rail is constructed and trigger word rules are designed; in the event relationship extraction stage, semantic dependency and sequential relationship are combined; in the event evolutionary alignment stage, an optimized clustering algorithm is used to define the main risk factors. …”
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A Method of Spatial Processing for a Railway Crossing Control Radar System by A. A. Kuzin, A. V. Miakinkov, K. S. Fomina, S. A. Shabalin

“…A method for constructing a filled transceiver antenna array and a beamforming algorithm, which provide high angular resolution and unambiguous measurement of the target's angular coordinates in a wide field of view with relatively low computational complexity, was developed. …”
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A Robust joint coverless image steganography scheme based on two independent modules by Chang Ren, Bin Wu

“…The former is difficult to meet actual communication requirements in terms of communication capacity and completeness due to the limit of the algorithm. Due to the irreversibility of the process of generating secret images from message codeword, the recovery accuracy of the latter is very poor. …”
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Multiple imputation integrated to machine learning: predicting post-stroke recovery of ambulation after intensive inpatient rehabilitation by Alice Finocchi, Silvia Campagnini, Andrea Mannini, Stefano Doronzio, Marco Baccini, Bahia Hakiki, Donata Bardi, Antonello Grippo, Claudio Macchi, Jorge Navarro Solano, Michela Baccini, Francesca Cecchi

“…The random forest (the validation best-performing algorithm) obtained 75.5% aggregated balanced accuracy on the test set. …”
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Consensus opinion on the management of patients with neuromyelitis optica spectrum diseases: issues of terminology and therapy by V. S. Krasnov, K. Z. Bakhtiyarova, E. P. Evdoshenko, D. S. Korobko, T. O. Simaniv, N. A. Totolyan, N. V. Khachanova, M. V. Shumilina, M. V. Davydovskaya

“…The consensus council of experts adopted the main definitions and terms for NMOSD, proposed a therapeutic algorithm to prevent exacerbations in patients with NMOSD with serum IgG antibodies to aquaporin-4 (AQP4-IgG).The experts formulated profiles of patients with NMOSD to whom eculizumab may be recommended, and proposed a risk management plan during the treatment with this drug. …”
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Adaptive Determination of Optimum Switching Frequency in SiC-PWM-Based Motor Drives: A Speed-Dependent Core Loss Correction Approach by Sepideh Amirpour, Sima Soltanipour, Torbjorn Thiringer, Pranav Katta

“…The analysis integrates electromagnetic field simulations in Ansys Maxwell with the drive system control algorithm in Ansys Twin Builder, ensuring an accurate representation of their interactions. …”
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Biomarkers associated with cell-in-cell structure in kidney renal clear cell carcinoma based on transcriptome sequencing by Zehua Wang, Zhongxiao Zhang

“…Background Kidney renal clear cell carcinoma (KIRC), the main histological subtype of renal cell carcinoma, has a high incidence globally. …”
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Digital Twin-Assisted Load-Balanced User Association and AoI-Aware Scheduling in IoT Networks by Ahmed Shaharyar Khwaja, Nhat Tri Vo, Williams-Paul Nwadiugwu, Isaac Woungang, Alagan Anpalagan

“…Unlike existing work, we consider the scenario of a main base station (MBS) and several smaller base stations (SBSs), which is suitable for 5G and beyond 5G technology. …”
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Trajectories of change in body mass index during inpatient treatment for severe anorexia nervosa during adolescence: predictive factors and hospitalization outcomes by Anna Potyrcha, Aminata Ali, Benjamin Carrot, France Hirot, Nathalie Godart

“…Abstract Background Weight restoration is one of the main goals of treatment for AN. Weight trajectories derive from various elements including baseline personal characteristics and factors linked to the course of treatment. …”
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Artificial Neural Network Modeling of NixMnxOx based Thermistor for Predicative Synthesis and Characterization by T.D. Dongale, K.G. Kharade, N.B. Mullani, G.M. Naik, R.K. Kamat

“…Transition metal oxides especially the NixMnxOx are widely used for thermistor synthesis in spite of the main difficulty of predicting the final sensor characteristics before the actual synthesis. …”
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Methodological approaches to the use of the Register of children with juvenile arthritis at the level of specialized medical care by V. A. Malievsky, O. A. Malievsky, R. Z. Akhmetshin, G. R. Gareeva, S. C. Zhukov, E. P. Pervushina, A. J. Nuriakhmetova, L. R. Nurgalieva, A. A. Khasanova

“…Juvenile arthritis (JA) is a disease of unknown etiology that begins before the age of 16 years and lasts for at least 6 weeks. The main objective of most existing international registers of children with JA is assessment various aspects of the efficacy and safety of biologics in comparison with methotrexate. …”
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Spatial (Mis)Matches Between Biodiversity and Habitat Quality Under Multi-Scenarios: A Case Study in Shandong Province, Eastern China by Xiaoyin Sun, Ruifeng Shan, Qingxin Luan, Yuee Zhang, Zhicong Chen

“…An analysis of relative importance by the random forest algorithm indicated significant variation in driving factors for spatial distribution of HQ, biodiversity, and matches between them. …”
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High-voltage defibrillator unit with increased energy output from a controlled capacitor storage by E. E. Gorokhov-Miroshnikov, G. V. Slyusarev

“…It is known that the combination of the main parameters of the defibrillation pulse, such as its duration, leading edge steepness, current amplitude, energy and shape, phase amplitude ratio, should provide a therapeutic effect with minimal damage to the heart. …”
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A parameter centric service discovery framework for social digital twins in smart City by Farhan Amin, Salabat Khan, Gyu Sang Choi, Muhammad Ali Abid, Isabel de la Torre, Elisabeth Caro Montero, Irene Delgado Noya

“…Thus, to solve this issue, this research proposes an exhaustive analysis of the main parameters needed to implement service discovery mechanisms for Social IoT and studies their relative importance based on a dataset of real objects. …”
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Structural Parameter Design of Magnetic Pulse Welding Coil for Dissimilar Metal Joints: Numerical Simulation, Parameter Optimization, and Experiments by Yangfan Qin, Changhui Ji, Hao Jiang, Yuefan Jiang, Junjia Cui, Guangyao Li

“…As a main component of the magnetic pulse welding (MPW) system, the working coil exerts a great influence on the electromagnetic force and its distribution, which, in turn, affects the quality of the MPW joints. …”
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Deep Learning-Based Postural Asymmetry Detection Through Pressure Mat by Iker Azurmendi, Manuel Gonzalez, Gustavo García, Ekaitz Zulueta, Elena Martín

“…We investigated several main tasks: patient classification, hemibody segmentation, recognition of specific body parts, and generation of automated clinical reports. …”
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Bladder drainage methods for acute urinary retention due to benign prostatic hyperplasia: patient-preference analysis by A. I. Volnukhin, D. Yu. Pushkar, V. A. Malkhasyan

“…Due to the high efficiency and safety of intermittent catheterization, this method should be introduced into clinical practice based on the proposed algorithm.…”
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QUANTIFICATION OF ECTOPIC FAT DEPOTS IN PATIENTS WITH CORONARY HEART DISEASE by A. N. Kokov, N. K. Brel, V. L. Masenko, O. V. Gruzdeva, Yu. A. Dyleva, E. V. Belik, O. L. Barbarash

“…During the comparative analysis, significantly higher values of quantitative indicators of the main ectopic fat depots were noted in patients with coronary artery disease. …”
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Evaluation of Support Types of Volcanic Clastic Sand and Gravels Based on Electrical Imaging Logging by ZHAO Xiaoqing, WANG Xiangyu, ZHANG Zhiguo, ZHANG Weifeng, CHEN Haifeng

“…Based on the micro-resistivity scanning imaging logging data, the watershed transformation algorithm was used to quantitatively calculate the content of high and low resistance gravels and to establish the lithological identification classification criteria in the study area. …”
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Relational model of public-private partnership in railway transport by N. F. Sirina, V. P. Pershin

“…The main task facing the state is the solution of publicly significant issues to achieve public interests. …”
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