Measuring Comparative Statistical Effectiveness of Cancer Subtype Categorization Using Gene Expression Data by Avila Clemenshia P., Deepa C.

“… This work focused on the analysis of various gene expression-based cancer subtype classification approaches. Correctly classifying cancer subtypes is critical for understanding cancer pathophysiology and effectively treating cancer patients by using gene expression data to categorize cancer subtypes. …”
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Epilepsy with electrical status epilepticus during slow-wave sleep with a focus on electroencephalographic criteria by K. Yu. Mukhin, L. Yu. Glukhova, E. R. Makievskaya

“…The authors present a detailed literature review, devoted to epilepsy with electrical status epilepticus during slow-wave sleep (ESES), as well as own data. The issues of classification, etiology, ESES diagnostic criteria, aproaches to therapy and prognosis are discussed in the article. …”
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Updated benchmarking of variant effect predictors using deep mutational scanning by Benjamin J Livesey, Joseph A Marsh

“…However, the strong performance of recent supervised VEPs, in particular VARITY, shows that developers are taking data circularity and bias issues seriously. We also assess the performance of DMS and unsupervised VEPs for discriminating between known pathogenic and putatively benign missense variants. …”
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THE INFLUENCE OF THE CRISIS PHENOMENA ON THE EUROPEAN UNION BANKING SYSTEMS’ DEVELOPMENT ON THE CURRENT STAGE by G. A. Khaidarshina

“…The issues of the institutional fundamentals transformation of the banking regulation within European Union in order to minimize the negative consequences of crisis by the economic entities is of prime importance today. …”
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Striatal function scrutinized through the PAN-TAN-FSI triumvirate by Paul Apicella, Anne-Caroline Martel, Kevin Marche

“…We will also underline the issues that are yet to be resolved regarding the classification of striatal neurons into distinct subgroups which emphasize the importance of considering the potential overlap among electrophysiological characteristics and the molecular diversity of neuron types in the striatum.…”
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CONTRIBUTION OF RUSSIAN CLINICAL MEDICINE TO THE DEVELOPMENT OF BIOMEDICAL ETHICS by E. P. Mikhalovska-Karlova

“…The Russian Antiepileptic League pays high attention to issues related to bioethics; among them, the use of original and reproduced drugs (generics), the updated classification of epilepsy, the adoption of resolutions important for the national health, as well as the medical and social program «Attention – epilepsy!» …”
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Small, open-source text-embedding models as substitutes to OpenAI models for gene analysis by Dailin Gan, Jun Li

“…Across all four gene classification tasks we considered, some of these models have outperformed OpenAI's, demonstrating their potential as viable, or even superior, alternatives. …”
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Optimal View Estimation Algorithm and Evaluation with Deviation Angle Analysis by Meng Yuan, Hongjun Li

“…Considering the difference between viewpoint inference and image classification, we propose an accuracy evaluation method with deviation angle tolerance for viewpoint estimation. …”
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Methodological approaches to estimation of teenagers' health by Shudro S.A.

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Position of Patients with Mid-Range Ejection Fraction in the General Chronic Heart Failure Population by N. T. Vatutin, A. N. Shevelok, V. V. Venzheha

“…Special attention is paid to the peculiarities of the formation of this heterogeneous cohort of patients and the feasibility of expanding the existing CHF classification by introducing two transitional phenotypes.…”
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Verbal Representation of Cultural-Historical Memory in Graffiti Discourse by D. Yu. Shalkov, S. V. Bylkova

“…The aim of this study is to examine the types of precedent phenomena utilized by graffiti writers and to propose a classification of the corresponding verbal street art objects based on the findings. …”
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Justification of the scheme for linking consumers to suppliers of mineral fertilizers obtained from the disposal of poultry waste by Ziganshin Bulat, Fakhreev Nail, Fakhreeva Dilyara, Kochkarinov Nikita

“…The paper considers solutions to environmental issues in the poultry sector of the agro-industrial complex for the disposal of production waste, with the exception of culling, sediment from flotation units and slaughter waste. …”
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Hypero-Hyponymic Relations in Structure of Lexical-Thematic Field “Instruments and Tools of Labour” in French Language by V. V. Varzinova

“…The research urgency is caused by the interest of many scientists to the issues of system devices of language, in particular vocabulary. …”
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AGRICULTURAL BIOMASS POTENTIAL IN BULGARIA by Boryana IVANOVA, Mariyana SHISHKOVA, Rositsa BELUHOVA-UZUNOVA

“…Fuel dependency and uncertainty about their prices, coupled with increasing concerns about climate change and other environmental issues, are among the major global challenges on the agenda. …”
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New ways and new quality in market research among young customers: Market research through creative ways of spending time: the case study of PLAYDO by Jolanta Maj

“…The author highlighted the importance of ethical issues in research conducted on children and young respondents. …”
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Comprehensive Statistical Analysis of Skiers’ Trajectories: Turning Points, Minimum Distances, and the Fundamental Diagram by Buchuan Zhang, Andreas Schadschneider

“…In recent years, an increasing number of accidents at ski resorts have raised significant safety concerns. To address these issues, it is essential to understand skiing traffic and the underlying dynamics. …”
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A Review on Machine Learning Models in Injection Molding Machines by Senthil Kumaran Selvaraj, Aditya Raj, R. Rishikesh Mahadevan, Utkarsh Chadha, Velmurugan Paramasivam

“…In recent research, many critical issues in applying machine learning and neural network in injection molding in practical have been addressed. …”
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Context-Informed Incremental Learning Improves Throughput and Reduces Drift in Regression-Based Myoelectric Control by Christian Morrell, Evan Campbell, Ethan Eddy, Erik Scheme

“…Despite decades of research, commercially available powered myoelectric prostheses continue to use sequential, classification-based control. While regression-based approaches can improve the dexterity offered through simultaneous, independent, and proportional control, current training protocols lack consistency across studies and fail to capture realistic user behaviours, resulting in robustness issues. …”
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Actual Problems of Statistical Study of Economic Assets in Modern Conditions by V. N. Salin, M. V. Vakhrameeva, O. Y. Sitnikova

“…Such analytical procedures require a comprehensive analysis of data on the availability and movement of assets, their composition and structure, including from an international perspective.The authors of the article have repeatedly addressed the issues of macroeconomic calculations in their publications, which allowed them to consider in more detail topical issues related to the accumulation of non-financial and financial assets.…”
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Birth tourism: socio-demographic and statistical aspects by Anatoly V. Korotkov, Mikhail V. Karmanov

“…At the initial stage it is necessary to identify the direction and objectives of the analysis to determine the factors in the development of this process, to develop a hierarchical system of statistical indicators, to receive the information, needed for calculating of specific indicators.The complex research of the birth tourism issues should be based on the methodology of sociology, demography and statistics, including statistical observation, interviews with residents, structure analysis and birth tourism concentration in the country, the analysis of the dynamics, classification of factors and reasons, the grouping of regions for the development of the studied processes and, of course, the development of economic-statistical indicators.The article reveals the problem of the significant influence of the uncontrolled spread of birth tourism on the socio-economic sphere of many countries, where there is a directed flow of women from abroad. …”
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