Arbitrarily Oriented Object Detection in Remote Sensing Images Based on Improved YOLOv4-CSP by Ziyang Zheng, Ting Zhang, Zhaoying Liu, Bo Liu, Yujian Li, Changming Sun

“…First, we design a new bounding box regression loss function, which is distance and angle-intersection over union. …”
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Neural network method of the decision Of the nonlinear problem of optimum distribution of the non-uniform resource by A. A. Zhuk, V. M. Buloichyk

“…This signal by means of nonlinear function will be transformed to the discrete target signal characterizing values quasi-optimal of the decision of the mentioned problem which size changes from 0 to 1. …”
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Indicators of improved emotion behavior in 6–14-year-old children following a 4-week placebo controlled prebiotic supplement intervention at home with a parent by Nicola Johnstone, Kathrin Cohen Kadosh

“…Secondary outcomes encompassed depression levels, cognitive function tests, and dietary intake recorded in a 4-day food diary. …”
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Kidney transplantation in Kazakhstan: the burden of organ shortage by S. A. Abdugafarov, M. N. Assykbayev, D. J. Saparbay

“…There was delayed graft function in 13 of cases. In one case (1.92%), there was intraoperative hyperacute rejection of the kidney transplant that could not be treated with high doses of glucocorticosteroids; the kidney graft was removed. …”
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THE INFLUENCE OF SOIL DENSITY AND THE CHARACTER OF RADIOACTIVE 134Cs And 137Cs POLLUTION’S DISTRIBUTION ON in situ MEASUREMENTS by A. I. Zhukouski, O. M. Anshakou, A. O. Nichyparchuk, P. M. Marozik, S. A. Kuten

“…Periodic radiation monitoring of soils today is a priority task not only for Belarus, but also for Japan, suffered by Fukushima nuclear power plant accident. …”
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Exercise-induced Nogo-A influences rodent motor learning in a time-dependent manner. by Jörg H Stehle, Zhiyuan Sheng, Laura Hausmann, Philipp Bechstein, Oliver Weinmann, Juha Hernesniemi, Joseph S Neimat, Martin E Schwab, Ajmal Zemmar

“…Nogo-A protein levels returned to baseline after two weeks of running wheel exercise. In a skilled motor task (forelimb-reaching), administration of Nogo-A function-blocking antibodies over the course of the first training week led to improved motor learning. …”
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The choice of the optimal braking force on the wheelset, taking into account the imper-fection of antiskid devices by I. A. Zharov, S. B. Kurtsev, A. A. Makas

“…To do this, author introduces the concept of ”loss function”, which includes internal and external damages during braking, and also uses the function of probability density q () of the potential coefficient between the wheel and the rail during braking.The proposed model is rather simplistic, therefore, it is reasonable to consider the conclusions from its analysis as qualitative, and for additional quantitative estimates additional sources of information should be involved. …”
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Viewpoint Selection for 3D Scenes in Map Narratives by Shichuan Liu, Yong Wang, Qing Tang, Yaoyao Han

“…The chaotic particle swarm optimization (CPSO) algorithm is utilized to locate the viewpoint position while maximizing the fitness function, identifying a viewpoint meeting narrative and visual salience requirements. …”
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The use of brain-machine interface, motor imagery, and action observation in the rehabilitation of individuals with Parkinson's disease: A protocol study for a randomized clinical... by Kátine Marchezan Estivalet, Tatiana Salayaran de Aguiar Pettenuzzo, Natália Lopes Mazzilli, Luis Fernando Ferreira, Fernanda Cechetti

“…<h4>Expected results</h4>The primary outcome expected is an improvement in the Test d'Évaluation des Membres Supérieurs de Personnes Âgées score, accompanied by a reduction in task execution time. Secondary outcomes include motor symptoms in the upper limbs, assessed via the Unified Parkinson's Disease Rating Scale - Part III and the 9-Hole Peg Test; cognitive function, assessed with the PD Cognitive Rating Scale; and occupational performance, assessed with the Canadian Occupational Performance Measure.…”
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Duration Mismatch Negativity in Adults With Autism Spectrum Disorder Versus Healthy Controls by Sato A, Itagaki S, Ohnishi T, Osakabe Y, Hoshino H, Kanno K, Suzutani K, Wada T, Miura I, Yabe H

“…After excluding patients with a low intelligence quotient, those using central nervous system stimulants, and those with excessive alcohol consumption, we conducted an auditory oddball task to measure the d-MMN.Results: Compared with HCs, the patients with ASD showed significantly shorter d-MMN latencies for Fz and Cz.Conclusion: The present findings suggest that the automatic cognitive function indicated by MMN amplitude might be improved by growth. …”
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Employing Huber and TAP Losses to Improve Inter-SubNet in Speech Enhancement by Jeih-Weih Hung, Pin-Chen Huang, Li-Yin Li

“…By the evaluation conducted on the VoiceBank-DEMAND database and task, we see that Inter-SubNet with the modified loss function reveals improvements in speech enhancement performance. …”
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A Trimming Strategy for Mass Defects in Hemispherical Resonators Based on Multi-Harmonic Analysis by Yimo Chen, Fanrui Kong, Kai Zeng, Xiang Xi, Yan Shi, Dingbang Xiao, Xuezhong Wu

“…By integrating a rectangular pulse function into the mass distribution function to simulate etching grooves, spectral analysis revealed that groove depth and width determine the amplitude and gradient of introduced harmonics. …”
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A DQN-Based Algorithm for Operational Optimization of Freight Trains in Long Steep Downhill Sections by HE Zhiyu, LI Yinan, LI Hui, JI Zhijun

“…The study employed the batch collection of training samples utilizing experience replay and a double-network mechanism, along with the preprocessing of neural network state inputs, and the investigation into feasible regions within the action space using a variable ε-greedy strategy. A loss function based on the value function was then constructed, and network parameters were updated iteratively by a batch gradient descent method. …”
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CONCEPTUALLY-THEORETICAL JUSTIFICATION AND UPDATING OF THE PREVENTIVE APPROACH IN THE IMPLEMENTATION OF A PHARMACIST’S INFORMATION CONSULTANCY SERVICES IN THE PUBLIC HEALTH SYSTEM... by I. A. Kirshchina, A. V. Soloninina, V. N. Michailova

“…The need for pharmacists to perform certain professional functions aimed at preserving and strengthening the health of the population has been updated, the functions have been proposed and the list of possible pharmaceutical services for the practical implementation of the proposed functions in the health care system has been provided.Conclusion. …”
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OWL model of multi-agent Smart-system of distance learning for people with vision disabilities by Galina A. Samigulina, Asem S. Shayakhmetova, Adlet Nyusupov

“…These agents execute their individual functions and provide a quality environment for learning.Conclusion. …”
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The effect of transcranial direct current stimulation on the interplay between executive control, behavioral variability and mind wandering: A registered report by Andreas Alexandersen, Gábor Csifcsák, Josephine Groot, Matthias Mittner

“…In addition, we observed increased occipital alpha power as task duration increased and increased midfrontal theta power preceding response patterns signaling high executive function use. …”
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Exploring the impact of myoelectric prosthesis controllers on visuomotor behavior by Kodi Y. Cheng, Heather E. Williams, Ahmed W. Shehata, Patrick M. Pilarski, Craig S. Chapman, Jacqueline S. Hebert

“…Eye tracking and motion capture data were collected during functional task execution to assess if using the position-aware control strategy changed visuomotor behaviour compared to the standard controller. …”
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A 10-Year Follow-Up of an Approach to Restore a Case of Extreme Erosive Tooth Wear by Davide Foschi, Andrea Abate, Francesca Vailati, Ignazio Loi, Cinzia Maspero, Valentina Lanteri

“…At 10-year follow-up, biological, functional, and esthetic success was still confirmed.…”
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Anterior cingulate hyperactivations during negative emotion processing among men with schizophrenia and a history of violent behavior by Tikàsz A, Potvin S, Lungu O, Joyal C, Hodgins S, Mendrek A, Dumais A

“…Objective: The present study aimed to identify the brain regions with greater neurofunctional alterations, as detected by functional magnetic resonance imaging during an emotion processing task, of men with schizophrenia who had engaged in violent behavior compared with those who had not. …”
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Experience of using a supraclavicular flap in reconstruction of oral cavity defects by M. T. Berdigylyjov, I. A. Zaderenko, M. A. Kropotov, S. B. Aliyeva, D. K. Stelmakh, V. Z. Dobrokhotova, G. Sh. Berdigylyjova

“…In case of cancer of the oral mucosa at the first stage, the standard treatment approach is radical surgical intervention, with the formation of extensive defects leading to aesthetic and functional disorders. Taking into account the characteristics of defects, choosing a flap is a difficult task. …”
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