Consensus statement by the Belgian Society of Neurosurgery and literature review on the diagnosis and management of postoperative spinal epidural hematoma by Steven Smeijers, Frederic Collignon, Emmanuel Costa, Kris Desmedt, Henri-Benjamin Pouleau, Nikolaas Vantomme, Bertrand Cailliau, Bart Depreitere, Dieter Peuskens

“…Discussion and conclusion: Symptomatic SEH after surgery is an unpredictable and severe complication requiring rapid action to maximize outcomes. The BSN proposes three nuclear terms central to SEH management, converging on a triple ‘S’: 1) high level of suspicion 2) speed of diagnosis and 3) immediate surgery. …”
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Multi-Layers Composite Plasma Coatings Based on Oxide Ceramics and M-Croll by F. I. Panteleenko, V. A. Okovity, O. G. Devоino, V. M. Astashinsky, F. Switala

“…By smoothing the surface, increasing the density of the surface crystallized layer and  minimizing macro-defects – pores  or macrocracks – the mechanical characteristics of the coatings increase.…”
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Eski Türklerin Savaş Taktikleri ve Savaş Alanındaki Uygulamaları by Eda DURMUŞ

“…Turkic military tactics were shaped around the very speed and manoeuvre capabilities of the horse. Distant warfare based on using bows on the horse helped them to lessen their losses. …”
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Assessment of Dynamic States of Railway Vehicles: Structural Mathematical Modeling by R. S. Bolshakov, V. E. Gozbenko, Quang Truc Vuong

“…Introduction. The speed rise of railway transport and an increase in the loads on the axles of wheelsets necessitate the modernization of the existing fleet. …”
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Dynamic Characterization and Parametric Optimization of Secondary Cushioned Pump Valves in Drilling Systems: A 3D Transient Fluid–Structure Interaction Study by Yi Wu, Yongjun Hou

“…These findings provide actionable insights for optimizing high-pressure pump systems through hysteresis control and parametric adaptation.…”
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The choice of proton pump inhibitor from the standpoint of efficacy and safety in a particular patient by E. A. Lyalukova, Yu. V. Tereschenko, E. N. Chernysheva, A. V. Lyalukov

“…However, it is necessary to increase the awareness of doctors and pharmacists regarding the possibility of complications during treatment with proton pump inhibitors in a polymorbid patient. …”
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ReMAV: Reward Modeling of Autonomous Vehicles for Finding Likely Failure Events by Aizaz Sharif, Dusica Marijan

“…ReMAV outperforms two baselines and previous testing frameworks in effectiveness, efficiency, and speed of identifying failures. This demonstrates ReMAV’s capability to efficiently expose autonomous vehicle weaknesses using simple perturbation models.…”
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Dynamic Responses of Soils around a One-Hole Double-Track Tunnel with the Metro Train Meeting by Bo Pan, Wei Zhang, Jianqiu Cao, Xueyong Ma, Mingliang Zhou

“…When the wheels of two Metro trains act simultaneously, the peak compression strain increases superimposedly; when the act is out of sync, the peak compression strain occurs concentrated and significant increase does not occur. …”
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Laser-induced spin dynamics in the iron-yttrium garnet film doped with Si ions by S. V. Ovcharenko, M. S. Gaponov, N. A. Ilyin, M. V. Logunov, Anhua Wu, E. D. Mishina

“…A continuous increase in the volume of stored and processed data leads to stricter requirements for storage media. …”
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The prospects of biodegradable magnesium-based alloys in osteosynthesis by V. N. Chorny

“…Corrosion of the metal clips leads to the increase of the concentration of iron, chromium, nickel and titanium in the surrounding tissue. …”
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Proposing a template for selecting the coordinates of laboratory standards for executive management of the country. by mohammad hasan Izadparast, ali asghar pourezzat, Alireza Amirkabiri

“…Introduction In today's world, the speed of developments is increasing at a stunning rate, so the traditional policymaking mechanism of the past does not respond to today's conditions, and any mistake or delay in decision-making will cause irreparable damage to society. …”
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Effects of Climate Change on the Potential of Water Harvesting from Air Humidity Under RCP4.5 and RCP8.5 Scenarios by Hadi Ramezani Etedali, Sakine Koohi, Zahra Partovi

“…Therefore, due to the occurrence of global warming in recent years, the increase in water needs in different sectors and the consequent increase in pressure on the available water resources, the need to pay attention to this water source, planning and taking serious action for its use is felt more than ever. …”
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DDPG-Based UAV-RIS Framework for Optimizing Mobility in Future Wireless Communication Networks by Yasir Ullah, Idris Olalekan Adeoye, Mardeni Roslee, Mohd Azmi Ismail, Farman Ali, Shabeer Ahmad, Anwar Faizd Osman, Fatimah Zaharah Ali

“…The DDPG algorithm, based on reinforcement learning (RL), adapts UAV positioning and RIS configurations in a continuous action space. Simulation results show that the proposed approach significantly reduces HOF and OP, increases EE, enhances network throughput, and improves LoS probability compared to UAV-only, RIS-only, and without UAV-RIS deployments. …”
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Introducing a Novel Figure of Merit for Evaluating Stability of Perovskite Solar Cells: Utilizing Long Short-Term Memory Neural Networks by Zahraa Ismail, Ahmet Sait Alali, Ahmad Muhammad, Mahmoud Ashraf, Sameh O. Abdellatif

“…The comparative analysis of model complexity confirmed that increasing the sophistication of the LSTM model significantly enhances predictive accuracy and generalization capabilities. …”
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A new process for extracting vanadium by direct calcification using the heat of molten vanadium slag by Qu J.-W., Zhang T.-A., Lv G.-Z., Chen Y.

“…The XRD results showed that CaV2O5, Ca7V4O17, and Ca3V2O8 were gradually formed in the molten vanadium slag with increasing CaO addition. However, when too much CaO was added, Ca2SiO4 and CaTiO3 were also formed. …”
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Molecular point-of-care testing technologies: Current status and challenges by Yanbing Zu, Hong Chang, Zhanfeng Cui

“…As molecular point-of-care testing (POCT) enables timely and accurate diagnosis, its importance is increasingly recognized and has been highlighted during the COVID-19 pandemic. …”
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Otitis externa in dogs (prevalence, etiology, clinical course, and treatment regimens) by D. L. Datsiuk, V. M. Hunchak, B. V. Gutyj, I. I. Khariv, R. O. Vasiv, V. P. Martynyshyn

“…To ensure the accuracy and speed of diagnosis of otitis externa, it is promising to develop a diagnostic algorithm that will help the general practitioner clearly understand the etiological factors and eliminate them or take them under control. …”
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Research Progress on the Morphology and Dynamics Development of Coastal Nebkhas by Dong Yuxiang, Ma Delong

“…A comprehensive study of the joint action mechanisms of wind dynamics, hydrodynamics, particle adhesion, and biological forces is essential to reveal the spatiotemporal dynamic evolution patterns of coastal nebkhas in China, both annually and inter-annually. …”
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Fault location and isolation technology for power grid automation based on intelligent algorithms by Qi Guo, Fuhe Wang, Suxia Cheng, Ke Wang, Yifan Zhang

“…Traditional fault detection and isolation methods rely on rule-based diagnostics, which frequently struggle for speed, precision, and adaptability to changing fault conditions. …”
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Multi-camera spatiotemporal deep learning framework for real-time abnormal behavior detection in dense urban environments by Sai Babu Veesam, B. Tarakeswara Rao, Zarina Begum, R. S. M. Lakshmi Patibandla, Arvin Arun Dcosta, Shonak Bansal, Krishna Prakash, Mohammad Rashed Iqbal Faruque, K. S. Al-mugren

“…Neuromorphic event-based encoding captures speed action analysis through spiking neural networks, lowering detection latency by 60%. …”
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