Resting state EEG classifies developmental status in three-year-old children by Dhanya Parameshwaran, Supriya Bhavnani, Debarati Mukherjee, Kamal Kant Sharma, Jennifer Jane Newson, Narayan Puthanmadam Subramaniyam, Gauri Divan, Vikram Patel, Tara C. Thiagarajan

“…Applying supervised learning models to a combination of spectral features and novel time-domain features derived from EEG data, we predicted BSID-III domain scores with moderate accuracy (AUCs ranging from 0.70 to 0.84 and F1-scores ranging from 0.58 to 0.76). …”
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Anterior Cruciate Ligament (ACL) Tear Detection Using Hybrid CNN Transformer by Suthir Sriram, Deependra K. Singh, D. V. Sairam, Nivethitha Vijayaraj, Thangavel Murugan

“…For instance, CNNs have a tendency of extracting local features, hence have problems in understanding global context but on the other hand, transformers excel in understanding global information even if it implies losing some details in localization. …”
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Image Classification Model Based on Contrastive Learning With Dynamic Adaptive Loss by Quandeng Gou, Jingxuan Zhou, Zi Li, Fangrui Zhang, Yuheng Ren

“…In addition, if the combination of CNN and Transformer is not done appropriately, it may significantly weaken the model’s ability to express local features. A new image classification model is proposed to solve the above problems. …”
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FDC-TA-DSN Ship Classification Model and Dataset Construction Based on Complex-Valued SAR by Gui Gao, Yucong He, Jinghao Zhao, Sijie Li, Meixiang Wang, Gang Yang, Xi Zhang

“…First, this new deep SAR-Net (DSN) devises an FDC module to reduce the influence of SAR speckle noise and enhance the adaptability of the network for inputting features, and a TA module to suppress background sea clutter and capture important features. …”
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Enhancing <i>Panax notoginseng</i> Leaf Disease Classification with Inception-SSNet and Image Generation via Improved Diffusion Model by Ruoxi Wang, Xiaofan Zhang, Qiliang Yang, Lian Lei, Jiaping Liang, Ling Yang

“…Moreover, classifying <i>P. notoginseng</i> leaf diseases faces severe challenges, including the small features of anthrax and the strong similarity between round spot and melasma diseases. …”
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ANALYTICAL ISSUES OF RISK COMMUNICATION. RATIONALE FOR APPROACHES TO DEVELOPING RESEARCH DATABASES ON RADIATION SAFETY AND SOCIAL RISKS by L. S. Rekhtina, N. V. Sokolov, A. M. Biblin, L. V. Repin, R. R. Akhmatdinov

“…Petersburg State University and to identify key features of the use of bases Data for social research. …”
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Xq12q13.2 duplication detected in a child in selective exome screening by A. A. Dokshukina, Je. Shubina, D. N. Maslennikov, I. O. Sadelov, E. R. Tolmacheva, S. V. Ionushene, T. A. Bairova, L. V. Rychkova, D. Yu. Trofimov, D. N. Degtyarev

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Influence of stress on cellular immunity in patients with autoimmune thyroid pathology by Yu.I. Karachentsev, O.A. Goncharova, V.M. Dubovyk, L.V. Gerasymenko, K.O. Pobelensky

“…Danilevsky Institute for Endocrine Pathology Problems of the National Academy of Medical Sciences of Ukraine, 32 patients with AIT and 28 with DTG. …”
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Comparative legal analysis of the labor law status of a higher school lecturer by T. F. Vysheslavova, S. A. Lukinova

“…The article pays attention to systemic problems in establishing working conditions for lecturers. …”
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THE IMAGE OF A MAN OF CATASTROPHE IN JULIAN BARNES’S NOVEL “THE SENSE OF AN ENDING” by Olena S. Annenkova.

“…Barnes by using the novel’s key image of protagonist Tony Webster and the associated philosophical complex of problems of modern man’s existence in the world. This paper offers a working definition of the catastrophic consciousness concept, through the prism of which the characteristic and key features of post-nonclassical catastrophic era person are traced. …”
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Humanitarian diplomacy and the countries of the Global South: Trends and discourses by D. A. Kuznetsov, V. A. Dmitrieva

“…The authors highlight two main approaches in foreign and Russian international political studies to addressing the humanitarian problems of the Global South — an objectal and a subjectal ones. …”
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Modern trends in the health care system of Russia: drop or rise by Yuliya Zh. Sadykova

“…Banin, McKee Martin and others).The main directions of development of the national medicine for the specified period of time, its characteristic features and problems of concern that cause dysfunction in the work of the health care protection mechanism for the citizens were identified in the context of the dynamics in such statistical indexes as the total number of hospital and outpatient clinics, hospital beds in them, the number of doctors and the state of morbidity of the population, published by the Federal State Statistics Service.As a research task, attempts were made to assess the impact of changes in these indexes on the state of Russian health care over the period as a whole. …”
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A New Multichelating Acid System for High-Temperature Sandstone Reservoirs by Nianyin Li, Qian Zhang, Yongqing Wang, Pingli Liu, Liqiang Zhao

“…Mechanisms of retardation, corrosion-inhibition, and scale-removing features have been discussed and evaluated with laboratory tests. …”
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Analytical Support for the Waste Management Sector: A Review of Foreign Scientific Publications by Slavuta Olena I., Sobolieva Hanna H., Ostrovskyi Ihor A.

“…The article examines the state of analytical support in the waste management sector, which is a key socio-ecological problem at both national and international levels. …”
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RELIGIOUS FAITH: EXISTENTIAL-ANTHROPOLOGICAL MEANINGS by O. I. Predko

“…This requires a consistent solution of the following tasks: a) to focus on different approaches to understanding the phenomenon of "religious faith" (as a problem of principled openness, incompleteness of a person; as the problem of "I-Other" relations; as a problem of synthesis of the human and the divine, etc.); b) to reveal the spiritual potential of religious faith, its capabilities in boundary situations. …”
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MODERN STATE LANGUAGE POLICY by Olga B. Akimova, Tatyana S. Tabachenko

“…The methods involve the analysis and generalisation of the documents’ content in the last two years, concerning problems of the Russian language and the Russian literature.Results. …”
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MEANS OF PRIVATE INVESTMENT OF SMALL AND MEDIUM INNOVATION ENTREPRENEURSHIP IN THE EUROPEAN UNION by Yu. M. Zhornokui, I. M. Vahanova, O. V. Soboliev, I. V. Borysov

“…In order to create a successful EU policy on supporting SMEs there is the need in more in-depth understanding of the problems and specificities of financing SMEs of the EU Member States. …”
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Continuum Robots: Current Trends in Design, Control, and Applications by Marina Kalekeyeva, Zarina Konakbay, Meiramgul Imanbekova, Aliya Shakbutova, Olga Garmash, Gulzhan Muratbekova, Doszhan Mambetalin

“…Taking into account the main technological features of existing solutions, this article provides a comprehensive overview of the current state of continuums robots. …”
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Development of biometric systems for passenger identification based on noise-resistant coding means by A. A. Gladkikh, A. K. Volkov, T. G. Ulasyuk

“…On the basis of the International Civil Aviation Organization (ICAO) recommendations, the procedure features of pattern recognition are presented. The versions to adopt the biometric passenger authentication procedures are under consideration. …”
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READINESS Of ELEMENTARY SCHOOL TEACHERS IN IMPLEMENTING CHARACTERS INTEGRATED LEARNING IN THE SCIENCE SUBJECT by N. Hindarto

“…<p>Many problems that arise in today's society are rooted in the issue of morality as a result of the marginalization of the values of character. …”
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