Toward accurate and scalable rainfall estimation using surveillance camera data and a hybrid deep-learning framework by Fiallos-Salguero Manuel, Soon-Thiam Khu, Jingyu Guan, Mingna Wang

“…The model's lightweight architecture facilitates efficient training and deployment, enabling practical real-time urban rainfall monitoring. …”
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Global strategies for implementing health financing equity – a state-of-the-art review of political declarations by Alexandre Nimubona, Innocent Yandemye, Chartière Nigaba, Beatrice Abura

“…Abstract Background Implementing health financing equity plays a determining role in achieving Universal Health Coverage. …”
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TRANSFORMER VS. MAMBA AS SKIN CANCER CLASSIFIER: PRELIMINARY RESULTS by Владислав Нікітін, Валерій Данілов

“…Objective: This paper compares the effectiveness of two machine learning architectures, Vision Transformer (ViT) and Mamba, for skin cancer classification using dermoscopy images. The goal is to determine if Mamba can provide a computationally efficient alternative to ViT without decrease in diagnostics accuracy. …”
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Analysis of the variability of morphometric and physiological parameters of grain crops when using biofertilizers by D. G. Fedorova, L. V. Galaktionova

“…The parameters of photosynthetic activity play an important role in photosynthesis and ensure the efficient functioning of plants under various conditions. …”
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Community referral system influencing caregiver health-seeking for childhood pneumonia in Endebess sub-county, Kenya by Everlyne N. Opuba, Patrick O. Onyango, Jane A. Owenga

“…Good treatment outcome relies on efficient referral system and timely hospital access. …”
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Investigation into the influence of vibratory roller dynamic characteristics on interaction features of Frame-Drum-Soil system elements by I. S. Tyuremnov

“…Vibratory rollers are widely used for soil compaction in various types of construction. The technological efficiency of vibratory rollers depends on their technical characteristics, including the frequency and driving force of vibrations, as well as the properties of the soil.Materials and methods. …”
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Numerical Simulation on Cutting and Breaking of Heterogeneous Conglomerate by Special-Shaped PDC Cutter by Shi Jiangang, Li Gensheng, Liu Weiji, Wu Desheng, Zhang Nan, Deng Kaichuang

“…When the PDC bit is used to drill conglomerate formations， the frequent impact loads reduce the expected life of PDC cutter， leading to frequent bit changes and ultimately affecting drilling efficiency. Special-shaped cutter can change the impact situation on the cutter surface， so choosing an impact-resistant cutter surface is one of the effective methods to deal with such formations. …”
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A Case-Study-Based Comparative Analysis of Using Prefabricated Structures in Industrial Buildings by Abdelhadi Salih, Cynthia Changxin Wang, Rui Tian, Mohammad Mojtahedi

“…These findings can provide architects, developers, builders, suppliers, regulators, and other stakeholders with a comprehensive insight into selecting a method of wall construction that can achieve greater efficiency, cost savings, and environmental sustainability in the construction of industrial and commercial buildings.…”
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Diagnosis by SAM Linked to Machine Vision Systems in Olive Pitting Machines by Luis Villanueva Gandul, Antonio Madueño-Luna, José Miguel Madueño-Luna, Miguel Calixto López-Gordillo, Manuel Jesús González-Ortega

“…This finding supports the adoption of complementary CV technologies to enhance olive pitting efficiency. Future work could investigate real-time integration and the combination of CV with electromechanical correction systems to fully automate and optimize the pitting process.…”
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Effects of Probiotic Supplementation on Depressive Symptoms, Sleep Quality, and Modulation of Gut Microbiota and Inflammatory Biomarkers: A Randomized Controlled Trial by S Rehan Ahmad, Abdullah M. AlShahrani, Anupriya Kumari

“…These imbalances were linked to poorer sleep efficiency, less REM sleep, and higher depression and anxiety scores. …”
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METHODOLOGICAL TOOLS FOR THE IMPLEMENTATION OF INFORMATION TECHNOLOGY FOR EXPERT ASSESSMENT OF THE QUALITY OF HEAVY AUTOMOBILE EQUIPMENT IN THE PROCESS OF ITS EXPLOITATION by Volodymyr Rudnytskyi, Amineh Hadi

“…Goal. Increasing the efficiency of the process of determining the model range of heavy automobile equipment, in terms of its operation, at the stage of initiating large-scale infrastructure projects, by creating a special methodological approach, and on its basis - an appropriate information technology for decision support. …”
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Analysis of the initial stage of fatigue wear in heterostructure materials under contact cyclic loading by O. V. Kudryakov, V. N. Varavka, I. Yu. Zabiyaka, E. A. Yadrets, O. V. Shvedchikova

“…The work objective is to develop a computational tool for determining the moment of the defect nucleation under cyclic loading.Materials and Methods. …”
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Release Profile and Antibacterial Activity of <i>Thymus sibthorpii</i> Essential Oil-Incorporated, Optimally Stabilized Type I Collagen Hydrogels by Caglar Ersanli, Ioannis Skoufos, Konstantina Fotou, Athina Tzora, Yves Bayon, Despoina Mari, Eleftheria Sarafi, Konstantina Nikolaou, Dimitrios I. Zeugolis

“…Although the strong antimicrobial activity of various EOs has already been studied and revealed, their characteristic high sensitivity and volatility drives the need towards a more efficient drug administration method via a biomaterial system. …”
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Research on Spatial Coordinate Estimation of Karst Water-Rich Pipelines Based on Strapdown Inertial Navigation System by Zhihong Tian, Wei Meng, Xuefu Zhang, Bowen Wan

“…Traditional detection methods often exhibit limitations, including inadequate accuracy and low efficiency, which can significantly compromise the safety and quality of tunnel construction. …”
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Prospects for the digital economy development by D. A. Bakhman

“…The latest technologies allow you to increase production efficiency and business processes. Traditional approaches and methods of work change as new technologies penetrate into all new industries and spheres of human activity. …”
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Computerized cardiotocography analysis during labor – A state‐of‐the‐art review by Imane Ben M'Barek, Grégoire Jauvion, Pierre‐François Ceccaldi

“…Abstract Cardiotocography is defined as the recording of fetal heart rate and uterine contractions and is widely used during labor as a screening tool to determine fetal wellbeing. The visual interpretation of the cardiotocography signals by the practitioners, following common guidelines, is subject to a high interobserver variability, and the efficiency of cardiotocography monitoring is still debated. …”
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Complex Analysis of the Sustainability of the Organization: Methodology and Technology of Standardization by Elena B. Gerasimova

“…Macroeconomic conditions of conducting financial and economic activities determine its stability. In a stagnant national economy for enterprises and organizations becomes important to conserve resources, increase efficiency. …”
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Investigation of Turn-To-Turn Closures of Stator Windings to Improve the Diagnostics System for Induction Motors by Gubarevych O., Goolak S., Daki O., Tryshyn V.

“…The efficiency of using three-phase asynchronous electric motors with a squirrel-cage rotor in the transport sector depends on increasing the level of their reliability, which is possible due to the constant improvement of existing and the development of new diagnostic methods of high reliability. …”
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Role of liquid biopsy in the detection and monitoring of cervical cancer by E. V. Kayukova

“…Circulating tumor cells, circulating tumor dNa and exosomes are the most studied cancer non-invasive biomarkers. these circulating biomarkers play a key role in the understanding of cervical carcenogenesis, chemo-and radioresistance. currently, liquid biopsy is considered as a promising modern method for the detection and monitoring of cervical cancer. the diagnostic efficiency of this method is good, so it can be used for cervcal cancer screening. …”
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A New Lomax-G Family: Properties, Estimation and Applications by Hanan Baaqeel, Hibah Alnashshri, Lamya Baharith

“…Five estimation techniques for determining the parameters of the proposed NLW distribution include the maximum likelihood, percentile, least squares, weighted least squares, and Cramér–von Mises methods. …”
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