Detecting and reducing heterogeneity of error in acoustic classification by Oliver C. Metcalf, Jos Barlow, Yves Bas, Erika Berenguer, Christian Devenish, Filipe França, Stuart Marsden, Charlotte Smith, Alexander C. Lees

“…However, the analysis of large acoustic datasets is challenging and fully automated machine learning processes are rarely developed or implemented in ecological field studies. One of the greatest uncertainties hindering the development of these methods is spatial generalisability—can an algorithm trained on data from one place be used elsewhere? …”
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Prospects of therapeutic action on FGFR signaling pathway by M. Yu. Fedyanin, D. N. Khmelkova, T. S. Serebriyskaya, T. A. Nikolskaya, S. A. Tyulyandin

“…Some of these inhibitors have entered in clinical practice in the treatment of metastatic tumors of different localizations, others are in clinical trials. On August 2014, 74 studies investigating inhibitors of FGFRs are registered on clinicaltrials.gov. …”
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Labour after caesarean counselling documentation: a quality improvement intervention on labour and delivery by Elena Hill, Somphit Chinkam, Lilia Cardenas, Ronald Edward Iverson

“…Background Most women who have had previous caesareans are eligible to have labour after caesarean (LAC), but only 11.9% do so. Studies show the majority of women have already decided about future mode of birth (FMOB) before a subsequent pregnancy. …”
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One to All: Toward a Unified Model for Counting Cereal Crop Heads Based on Few-Shot Learning by Qiang Wang, Xijian Fan, Ziqing Zhuang, Tardi Tjahjadi, Shichao Jin, Honghua Huan, Qiaolin Ye

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Model of a Parallel-Pipeline Computational Process for Solving a System of Grid Equations by V. N. Litvinov, N. B. Rudenko, N. N. Gracheva

“…A program was written in the CUDA C language that implemented a parallel-pipeline method for solving a system of grid equations by a modified alternating-triangular iterative method. …”
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Calculating the true level of predictors significance when carrying out the procedure of regression equation specification by Nikita A. Moiseev

“…This adjustment helps to control type I errors in scientific studies, significantly decreasing the number of publications that report false relations to be authentic ones. …”
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Towards Parkinson’s Disease Detection Through Analysis of Everyday Handwriting by Jeferson David Gallo-Aristizabal, Daniel Escobar-Grisales, Cristian David Ríos-Urrego, Jesús Francisco Vargas-Bonilla, Adolfo M. García, Juan Rafael Orozco-Arroyave

“…Among daily activities that depend on proper upper limb control is the handwriting process, which has been studied in state-of-the-art research, mainly considering non-semantic drawings like spirals, geometric figures, cursive lines, and others. …”
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High Cell Density Perfusion Process of Quail Cells Producing Oncolytic rVSV‐NDV by Lennart Jacobtorweihe, Sven Göbel, Markus Wolschek, Jennifer Altomonte, Udo Reichl, Yvonne Genzel

“…ABSTRACT Oncolytic viruses as agents for the treatment of various types of cancer have demonstrated their potential in many clinical studies over the past decades. In particular, rVSV‐NDV (a recombinant vesicular stomatitis virus [VSV] construct with fusogenic Newcastle disease virus glycoproteins) shows promising preclinical results. …”
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Pyramidal attention-based T network for brain tumor classification: a comprehensive analysis of transfer learning approaches for clinically reliable and reliable AI hybrid approach... by Tathagat Banerjee, Prachi Chhabra, Manoj Kumar, Abhay Kumar, Kumar Abhishek, Mohd. Asif Shah

“…Comparative experiments with the state-of-the-art models, including VGG19, MobileNet, and NASNet, were carried out, and ablation studies proved the effectiveness of NASNet incorporation. …”
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Impact of Training Interventions on Physical Fitness in Children and Adolescent Handball Players: A Systematic Review and Meta-Analysis by Guillermo Barahona-Fuentes, Claudio Hinojosa-Torres, Sebastián Espoz-Lazo, Juan Pablo Zavala-Crichton, Guillermo Cortés-Roco, Rodrigo Yáñez-Sepúlveda, Fernando Alacid

“…However, there is considerable methodological variability in the interventions implemented to improve performance in children and adolescents. …”
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New Cardiovascular Risk Biomarkers in Rheumatoid Arthritis: Implications and Clinical Utility—A Narrative Review by Anna Pamies, Joan-Carles Vallvé, Silvia Paredes

“…Although some biomarkers show promise in improving CV risk stratification, further large-scale studies are required to validate their clinical utility. …”
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Conceptual and theoretical foundations of personalised learning by E. F. Zeer, O. V. Krezhevskikh

“…At the same time, the slogan “teach everyone and everything” is disappearing into the past; instead, the importance of unique specialists, who are able to implement their own pedagogical startups and introduce them into educational practice, is increasing.Aim. …”
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Teachers’ attitudes towards inclusive education of children with ASD: A review of Russian and foreign research by R. M. Aysina, A. A. Nesterova, T. F. Suslova, V. V. Khitryuk

“…Contemporary psychological and pedagogical studies emphasise that the success of inclusive education of children with autism spectrum disorders (ASD) depends largely on teachers’ readiness and ability to understand students’ with ASD specific needs and take them into account when implementing learning technologies. …”
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Metaparameter optimized hybrid deep learning model for next generation cybersecurity in software defined networking environment by C. Labesh Kumar, Suresh Betam, Denis Pustokhin, E. Laxmi Lydia, Kanchan Bala, Rajanikanth Aluvalu, Bhawani Sankar Panigrahi

“…A wide range of simulation analyses is implemented to certify the improved performance of the CSSDN-HDLBNO technique under the DDoS SDN dataset. …”
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Helicobacter pylori infection and serum pepsinogen concentrations in an elderly population representative of Costa Rica by Clas Une, Wendy Malespín Bendaña, Vanessa Ramírez-Mayorga, Luis Rosero Bixby, Rafaela Sierra Ramos

“…It is therefore important that economically and logistically sustainable screening is implemented in order to detect risk of developing cancer. …”
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Modern approaches to predicting vaccine hesitancy: A scoping review by Keshav Gandhi, Sami Alahmadi, Rosie Hanneke, Alexander Gutfraind

“…Areas to pursue include utilizing individual-level data about vaccination behaviors in conjunction with administrative data, solving the challenge of implementing small-area spatiotemporal analysis, using vaccine-agnostic methods that consider data from more than one infectious disease, and assisting causal inference with theoretical frameworks.…”
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A Second-Order Stochastic Dominance-Based Risk-Averse Strategy for Self-Scheduling of a Virtual Energy Hub in Multiple Energy Markets by Saba Norouzi, Mohammad Amin Mirzaei, Kazem Zare, Miadreza Shafie-Khah, Morteza Nazari-Heris

“…The studied VEH can participate in gas and hydrogen markets as well as day-ahead (DA) and real-time (RT) power and heat markets. …”
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A Narrative Review of Molecular, Immunohistochemical and In-Situ Techniques in Dermatopathology by J. A. Gabriel, N. Weerasinghe, P. Balachandran, R. Salih, G. E. Orchard

“…This review focuses on the routinely employed molecular techniques within dermatopathology, with a focus on cutaneous malignancies, autoimmune diseases, infectious diseases, and neonatal screening which can be implemented in the diagnosis and contribute to improved patient care.…”
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Smartphones, citizen science, and the fight against gender-based violence in rural Tanzania by Chandler Klein, Patty Kostkova, Herry Kasunga, Janet Chapman

“…Specifically, it relies on primary survey and in-depth interview data collected from a range of project stakeholders in close collaboration with the two implementing CBOs.ResultsThe findings reflect positively on citizen science methodologies, demonstrating their cost-effectiveness, role in fostering informed communities, and ability to capture locally-grounded observations that would otherwise be out of reach. …”
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Why and how should we simulate platform trials? Learnings from EU-PEARL by Elias Laurin Meyer, Tobias Mielke, Marta Bofill Roig, Michaela Maria Freitag, Peter Jacko, Pavla Krotka, Peter Mesenbrink, Tom Parke, Sonja Zehetmayer, Dario Zocholl, Franz König

“…Results We argued that simulation studies are crucial for the design of efficient platform trials. …”
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