MEMPSEP‐III. A Machine Learning‐Oriented Multivariate Data Set for Forecasting the Occurrence and Properties of Solar Energetic Particle Events Using a Multivariate Ensemble Approa... by Kimberly Moreland, Maher A. Dayeh, Hazel M. Bain, Subhamoy Chatterjee, Andrés Muñoz‐Jaramillo, Samuel T. Hart

“…We also collect remote sensing data from instruments onboard the Solar Dynamic Observatory, Solar and Heliospheric Observatory, and the Wind solar radio instrument WAVES. The data set is designed to allow for variations of the inputs and feature sets for machine learning (ML) in heliophysics and has a specific purpose for forecasting the occurrence of SEP events and their subsequent properties. …”
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Improvement of physical and chemical properties of concrete with brazilian silica rice husk (SRH) La mejora de propiedades físicas y químicas de hormigón con silice de cáscara de a... by Fernanda Giannotti da Silva, Jefferson B. L. Liborio, Paulo Helene

“…The research indicates that SRH is an effective mineral addition for designing durable concrete presenting an optimal performance when the replacement ratio of Portland cement is around 10%<br>El uso de desechos industriales y agrícolas como segmento en la producción de cemento Portland ha contribuido de manera importante en la práctica de desarrollo sustentable. …”
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Complex Power System Status Monitoring and Evaluation Using Big Data Platform and Machine Learning Algorithms: A Review and a Case Study by Yuanjun Guo, Zhile Yang, Shengzhong Feng, Jinxing Hu

“…Numerous open-sourced Big Data analytical tools and software are integrated as modules of the analytic engine, and self-developed advanced algorithms are also designed. The proposed framework comprises a data interface, a Big Data management, analytic engine as well as the applications, and display module. …”
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Health Behaviours among Travellers Regarding Risk Compensation Following COVID-19 Vaccination in Taizhou, China by Meng-Ge Yang, Li-Jun Wang, Lu-Yin Xu, Mang Ke, Liang-Xue Sun

“…A self-administered online survey was designed and distributed over WeChat to identify the difference in health behaviours before and after COVID-19 vaccination among travellers at a train station in Taizhou, China, from 13 February to 26 April 2022. …”
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Evaluation of ior ® Leukocim efficacy on patients with Neutropenia. by Ana María Ramos Cedeño, Leslie Pérez Ruiz, Julio Dámaso Fernández Águila, Tamara Guerra, Maritza Cabrera Zamora, Hailen Bobillo López

“…</p><p><strong>Abstract</strong></p><p>To demonstrate the effectiveness of Leukocim an open, phase IV clinical trial was designed, 39 patients from Cienfuegos were evaluated with 73 neutropenic episodes in primary or secondary prophylaxis or treatment, the demographic parameters behaved with an age 49.86 year old average, the predominant sex was the feminine 64.38%, 73.97% belonged to the white race, when the effectiveness was analyzed we obtained that 46.5% received the treatment in an ambulatory way, whereas 52.1% was hospitalized; one patient abandoned before beginning the treatment, the 12,3% of patients abandoned the study, the dose number received in order to correction CAN was between 3 and 7, behaving with a stocking of 1.26 before receiving the treatment and of 5.82 after the same one receiving the next cycle chemo y/o radiotherapy in time demonstrating this way the effectiveness of the product.…”
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AKI Epidemiology and Outcomes: A Retrospective Cohort Study from the Prenephrology Era by K. Asmus, S. Erfurt, O. Ritter, S. Patschan, D. Patschan

“…The investigation was designed as a single-center, retrospective cohort study at the Brandenburg Hospital of the Brandenburg Medical School. …”
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Multilevel support-assisted prototype optimization network for few-shot medical segmentation of lung lesions by Yuan Tian, Yongquan Liang, Yufeng Chen, Jingjing Zhang, Hongyang Bian

“…To address this challenge, we propose MSPO-Net, a multilevel support-assisted prototype optimization network designed for few-shot lesion segmentation in computerized tomography (CT) images of lung diseases. …”
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How eHealth use and cancer information-seeking influence older adults’ acceptance of genetic testing: Mediating roles of PIGI and cancer worry by Yinxia Zhu, Qian Erica Xiao, Man Chon Ao, Xinshu Zhao

“…These findings offer actionable insights for designing targeted health communication strategies and interventions to enhance genetic testing uptake and foster proactive health management among older populations.…”
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ML-AMPSIT: Machine Learning-based Automated Multi-method Parameter Sensitivity and Importance analysis Tool by D. Di Santo, C. He, F. Chen, L. Giovannini

“…This paper introduces the Machine Learning-based Automated Multi-method Parameter Sensitivity and Importance analysis Tool (ML-AMPSIT), a new tool designed with the aim of providing a simple and flexible framework to estimate the sensitivity and importance of parameters in complex numerical weather prediction models. …”
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Numerical study of the plasticity effect on the behavior of short steel columns filled with concrete loaded axially by Yousria Boulmaali-Hacene Chaouche, Nadia Kouider, Kamel Djeghaba, Bachir Kebaili

“…The tested columns consist of circular hollow sections which are designated in the literature as Concrete Filled Steel Tube (CFST), for which we vary the diameters, heights as well as the wall thicknesses, and which we fill with concrete of different qualities. …”
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THE METHOD OF GEOMETRIC CALIBRATION OF OPTOELECTRONIC SYSTEMS BASED ON ELECTRONIC TEST OBJECT by D. A. Kozhevnikov, R. V. Feodortsau

“…Designing remote sensing of the Earth devices is requires a lot of attention to evaluation lens distortion level and providing the required accuracy values of geometric calibration of optoelectronic systems at all. …”
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Interproximal tunneling combined with customized connective tissue graft to improve severe papillary defects in the aesthetic zone: a case report and literature review by MAO Yudian, BAO Han, AI Luying, CHEN Weirong, CHEN Ling, WU Yun

“…Based on the analysis of aesthetic defects and surgical indications, a personalized treatment plan should be designed. Conclusion For patients with obvious papillary defects in the aesthetic zone due to the reduction of periodontal support tissues caused by severe periodontitis, factors such as periodontal hard and soft tissue defects, crown shape, and the distance from the most apical part of the crown contact area to the top of the alveolar crest should be fully considered, and a personalized treatment plan should be formulated after multidisciplinary joint consultation.…”
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Current Status of Canine Umbilical Cord Blood-Derived Mesenchymal Stem Cells in Veterinary Medicine by Tania Sultana, Soojung Lee, Hun-Young Yoon, Jeong Ik Lee

“…We recommend exploring canine reproductive and adipose tissue rather than UCB to fulfill the current need in veterinary medicine for the well-designed and ethically approved source of MSCs.…”
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Scoping review on prevention of suicidal thoughts and behaviors in adolescents: methods, effectiveness and future directions by Josée Aoun, Michel Spodenkiewicz, Michel Spodenkiewicz, Michel Spodenkiewicz, Catherine Marimoutou

“…However, challenges persist in promoting help-seeking behaviors and addressing barriers such as stigma, the natural impulsive nature of adolescents and difficulty in selecting and defining data and designs.DiscussionThis review underscores the need for a holistic approach to suicide prevention, integrating social, emotional, and psychological dimensions. …”
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Investigation of the Potential Roles of Thyroid Gland Hormones in the Pathogenesis of Thyroid Disorders by Enas Sobeih, Mohammed .Alwan, Arwa Hussein, Ali Abd Almuna&#039;am

“…This study was designed to evaluate the roles of total Thyroxine T4, total T3, free Thyroxine FT4, free triiodothyronine FT3, and thyroid stimulating hormone TSH indicators in the pathogenesis of patients with thyroid diseases. …”
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Removal of Hexavalent Chromium from Aqueous Solutions Using Natural Zeolite Coated with Magnetic Nanoparticles: Optimization, Kinetics, and Equilibrium Studies by Mohammed Asanu, Dejene Beyene, Adisu Befekadu

“…Thirty batch adsorption experiments designed with CCD were carried out in order to optimize adsorption process variables using response surface methodology (RSM). …”
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Highly Stable Inverted Organic Solar Cell Structure Using Three Efficient Electron Transport Layers by Mohamed El Amine Boudia, Zhao Cunlu

“…Ternary organic solar cells, particularly, have shown promising results in improving thermal stability. A well-designed electron transport layer (ETL) can significantly bolster thermal stability by facilitating efficient charge transport and reducing charge recombination. …”
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Effects of Bile Acids on Growth Performance, Hepatopancreatic Antioxidant Capacity, Intestinal Immune-Related Gene Expression, and Gut Microbiota of <i>Penaeus vannamei</i> by Yun Zhao, Duanduan Chen, Hui Wang

“…The purity of BA was 25.29%, and its main components were 5.74% chenodeoxycholic acid, 6.27% allocholic acid, 3.20% cholic acid, 5.79% hyodeoxycholic acid, and 2.31% hyocholic acid. The experiment was designed with four groups: CT, BA1, BA2, and BA3, where BA were added to the shrimp basal diet at concentrations of 0.0 mg/kg, 0.1 mg/kg, 1.0 mg/kg, and 10.0 mg/kg, respectively. …”
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Laboratory information systems for research management in biology by A. M. Mukhin, F. V. Kazantsev, S. A. Lashin

“…In this review, we present a number of information systems designed to solve these problems. Their application to the organization of scientific activity helps to manage the flow of actions and data, allowing all participants to work with relevant information and solving the issue of reproducibility of both experimental and computational results. …”
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Anti-furfurative comparison of Kesh Kanti-Herbal Shampoos and synthetic shampoos against Malassezia furfur for dandruff management by Acharya Balkrishna, Nem Kumar Ngpoore, Harshita Jonwal, Savita Lochab, Anurag Varshney

“…Seven shampoos including herbal (HS_Adv, HS_M&P, HS_Aloe), synthetic (SYN_01, SYN_02, SYN_03) and an antifungal shampoo containing ketoconazole (KETO) were employed in the study. Experiments were designed to stimulate real-world conditions, utilizing disc-diffusion assay, 3-minute shampoo contact at mild dilutions (1% and 5%), recurrent 3-minute shampoo contact every 24 h with intermittent recovery. …”
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