ALLERGY TO ANTIBIOTICS IN CHILDREN: WHO IS TO BLAME AND WHAT TO DO? by I. V. Andreeva, O. U. Stetsyuk

“…The review describes the main types of allergic reactions to the antibacterial drugs most widely used in children. …”
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Identification of anoikis-related genes in heart failure: bioinformatics and experimental validation by Lina Zhang, Jianjun Gu, Yan Jiang, Juan Xue, Ye Zhu

“…Conclusions These findings suggest that Tln1 and TGFβ2 may play important roles in HF development through the regulation of anoikis and may serve as therapeutic targets for HF. …”
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Approximation of Fixed Points of Weak Bregman Relatively Nonexpansive Mappings in Banach Spaces by Jiawei Chen, Zhongping Wan, Liuyang Yuan, Yue Zheng

“…By using projection techniques, we construct several modification of Mann type iterative algorithms with errors and Halpern-type iterative algorithms with errors to find fixed points of weak Bregman relatively nonexpansive mappings and Bregman relatively nonexpansive mappings in Banach spaces. …”
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Management of aromatase inhibitor-associated bone loss (AIBL) in women with hormone-sensitive breast cancer: An updated joint position statement of the IOF, CABS, ECTS, IEG, ESCEO,... by Peyman Hadji, Matty Aapro, Nasser Al-Dagri, Majed Alokail, Emmanuel Biver, Jean-Jacques Body, Maria Luisa Brandi, Janet Brown, Cyrille Confavreux, Bernard Cortet, Matthew Drake, Peter Ebeling, Erik Fink Eriksen, Ghada El-Hajj Fuleihan, Theresa A. Guise, Nick C. Harvey, Andreas Kurth, Bente Langdahl, Willem Lems, Radmila Matijevic, Eugene McCloskey, Rossella Nappi, Santiago Palacios, Georg Pfeiler, Jean-Yves Reginster, René Rizzoli, Daniele Santini, Sansin Tuzun, Catherine Van Poznak, Tobias De Villiers, M. Carola Zillikens, Robert Coleman

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Machine Learning Accurately Predicts Need for Critical Care Support in Patients Admitted to Hospital for Community-Acquired Pneumonia by George S. Chen, BSc, Terry Lee, PhD, Jennifer L.Y. Tsang, MD, Alexandra Binnie, MD, Anne McCarthy, MD, Juthaporn Cowan, MD, Patrick Archambault, MD, Francois Lellouche, MD, Alexis F. Turgeon, MD, MSc, Jennifer Yoon, MD, Francois Lamontagne, MD, Allison McGeer, MD, Josh Douglas, MD, Peter Daley, MD, Robert Fowler, MD, David M. Maslove, MD, Brent W. Winston, MD, Todd C. Lee, MD, Karen C. Tran, MD, Matthew P. Cheng, MD, Donald C. Vinh, MD, John H. Boyd, MD, Keith R. Walley, MD, Joel Singer, PhD, John C. Marshall, MD, James A. Russell, MD, for the Community-Acquired Pneumonia: Toward InnoVAtive Treatment (CAPTIVATE) Investigators

“…None. MEASUREMENTS AND MAIN RESULTS:. Performance was evaluated with area under the receiver operating characteristic curve (AUROC) and accuracy. …”
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Persistence of Yellow fever virus outside the Amazon Basin, causing epidemics in Southeast Brazil, from 2016 to 2018. by Izabela Maurício de Rezende, Lívia Sacchetto, Érica Munhoz de Mello, Pedro Augusto Alves, Felipe Campos de Melo Iani, Talita Émile Ribeiro Adelino, Myrian Morato Duarte, Ana Luísa Furtado Cury, André Felipe Leal Bernardes, Tayrine Araújo Santos, Leonardo Soares Pereira, Maria Rita Teixeira Dutra, Dario Brock Ramalho, Benoit de Thoisy, Erna Geessien Kroon, Giliane de Souza Trindade, Betânia Paiva Drumond

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El método de elementos finitos como alternativa en el cálculo de engranajes. // The finite elements method as altenative in gear design. by G. González Rey, P. Frechilla Fernández, R. José García Martín

“…In this paper, bases for the generation method of teeth profile of spur gears, an algorithm for bending stresses<br />calculation and the comparison of results obtained by one and another method are exposed.…”
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Results of external quality control study in flow cytometric acute lymphoblastic leukemia diagnostics by A. M. Popov, T. U. Verzhbitskaya, E. E. Zueva, O. V. Anan’eva, E. V. Babenko, L. V. Baydun, E. A. Belyakova, E. V. Boyakova, O. G. Bortnikova, M. V. Gorchakova, L. Yu. Grivtsova, E. N. Grinkevich, Yu. V. Davydova, E. I. Zakhar’ko, O. I. Illarionova, N. M. Kaprano, E. A. Koroleva, S. A. Kochengina, E. G. Kuz’mina, E. A. Kustova, T. A. Makarova, Yu. V. Mirolyubova, O. E. Murashkina, T. Yu. Mushkarina, E. S. Nisheva, I. A. Novikova, E. Yu. Osipova, G. E. Pluzhnikova, M. E. Pochtar, N. V. Pronkina, E. V. Rusanova, E. B. Rybkina, O. V. Seliverstova, N. N. Tupitsin, G. I. Uleyskaya, N. T. Urazalieva, L. G. Fechina, O. V. Khoroshikh, O. E. Tsareva, L. A. Shchekina, S. A. Plyasunova, S. A. Lugovskaya

“…Continuation of similar QC rounds following by consecutive discussions with further development of consensus diagnostic algorithm could be the first step for standardization of ALL immunophenotyping in Russian Federation and CIS countries.…”
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Spatiotemporal variation of the association between climate dynamics and HFRS outbreaks in Eastern China during 2005-2016 and its geographic determinants. by Junyu He, George Christakos, Jiaping Wu, Bernard Cazelles, Quan Qian, Di Mu, Yong Wang, Wenwu Yin, Wenyi Zhang

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Application of Machine Learning Methods for Employee Turnover Prediction Based on Open Data by A. N. Kazinets

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Modelling the power consumption of a commercial unmanned aerial vehicle using machine learning by Setati Tiro, Nkomo Brighton

“…This paper makes use of flight data and various machine-learning algorithms to determine a power consumption model for a commercial UAV with a custom payload drawing power from the main power source to assist with flight planning, flight operations and battery management.…”
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Myocardial revascularization in diabetic patients presenting with critical limbischemia by Ivan Ivanovich Dedov, Victor Yur'evich Kalashnikov, Konstantin Vladimirovich Melkozerov

“…The authors emphasizethe importance of development of algorithms for the treatment of patients with diabetes, critical limb ischemia, and coronary heart disease.…”
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Microarray-Based Cancer Diagnosis with Artificial Neural Networks by Markus Ringnér, Carsten Peterson

“…In recent years, the advent of experimental methods to probe gene expression profiles of cancer on a genome-wide scale has led to widespread use of supervised machine learning algorithms to characterize these profiles. The main applications of these analysis methods range from assigning functional classes of previously uncharacterized genes to classification and prediction of different cancer tissues. …”
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Reputational ranking of platform workers: on the gender discriminatory implications of users’ feedback by Elisa Parodi

“…The article questions whether this practice may constitute discrimination under the European Union equality law. …”
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SOME ASPECTS OF OPTIMIZATION PROBLEMS IN CALCULATION OF AUTONOMOUS MICROGRID SYSTEMS by D. Kugucheva, M. Kharitonov

“…Simplified algorithms are proposed for estimating the amount ofproduced and accumulated electricity in systems based on wind power plants. …”
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Classification of Agricultural Emissions Among OECD Countries with Unsupervised Techniques by Adam Andrzejuk

“…Two methods were used in the analysis: K-means and HDBSCAN algorithms. Both techniques are part of unsupervised learning tasks, which group data into multiple clusters. …”
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From Physically Based to Generative Models: A Survey on Underwater Image Synthesis Techniques by Lucas Amparo Barbosa, Antonio Lopes Apolinario

“….), synthesized underwater scenes can provide relevant data to improve image processing algorithms and computer vision tasks. The main goal of this survey is to summarize techniques to underwater image synthesis, their contributions and correlations, and to highlight further directions and opportunities in this research domain.…”
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Reliability and Security Analysis of Artificial Intelligence-Based Self-Driving Technologies in Saudi Arabia: A Case Study of Openpilot by Faisal S. Alsubaei

“…Therefore, this paper highlights the main areas of improvement in available self-driving technologies in Saudi Arabia. …”
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Research and prospect of reversible data hiding method with contrast enhancement by Yang YANG, Wei-ming ZHANG, ong-dong HOUD, Hui WANG, Neng-hai YU

“…Reversible data hiding methods can recover the cover image losslessly after extracting the secret message from the marked image.Such technology can be used in the certification or the label of military,justice and medical images,which are sensitive and slight modification are not allowed.Especially for the medical images,RDH tech-nology can be used in protecting the privacy of the patient.A series of RDH methods with contrast enhancement ef-fect were introduced and classified into pixel-based histogram methods and prediction-error-based histogram meth-ods according to the type of carrier in RDH scheme.The main purpose of such algorithms was to improve the sub-jective visual quality of marked images and to embed secret data into cover image reversibly meanwhile.These se-ries of algorithms were suitable for the research of privacy protection of medical image.Finally,future development in this direction is prospected through analyzing the advantages and disadvantages of the existing work.…”
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Differentiation characteristics and evolutionary mechanisms of agricultural regional functions in Loess Hilly and Gully Region by LONG Pei, WANG Yongsheng, LU Xue

“…This was followed by the ecological-dominant type, mainly found in the northeastern and southeastern parts, accounting for 23%. …”
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