Deep Learning-Assisted Diagnostic System: Apices and Odontogenic Sinus Floor Level Analysis in Dental Panoramic Radiographs by Pei-Yi Wu, Yuan-Jin Lin, Yu-Jen Chang, Sung-Tsun Wei, Chiung-An Chen, Kuo-Chen Li, Wei-Chen Tu, Patricia Angela R. Abu

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Deep Learning-Enhanced Spectrogram Analysis for Anatomical Region Classification in Biomedical Signals by Abdul Karim, Semin Ryu, In cheol Jeong

“…Spectrograms derived from palpation and percussion signals were preprocessed into grayscale images and optimized through data augmentation and hyperparameter tuning to enhance the model’s generalization. The experimental results demonstrate a classification accuracy of 93.37%, surpassing that of conventional methods and highlighting the effectiveness of deep learning in biomedical signal processing. …”
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Retrospective analysis and forecasting of the spread of viruses in real time: the case of COVID-19 in St. Petersburg and Moscow in 2020–2021 by Victor V. Zakharov, Yulia E. Balykina

“…Retrospective analysis and forecasting of the dynamics of the COVID-19 epidemic process were carried out over 14-day time intervals, starting from March 25, 2020 to January 20, 2021, using the time series forecasting method proposed by the authors. …”
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Problems of investing in enterprises for processing and disposal of solid municipal waste by E. I. Shamanina, I. S. Arshinskaia

“…The methodological basis of the study was сompiled by general scientific methods of knowledge and the special scientific methods arising from it: logical, analytical, comparative analysis method, and information processing statistical methods. …”
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Cognitive style of a future IT specialist in a teamwork process by N. V. Buzhinskaya, E. S. Vaseva, I. E. Shkabara

“…The used research methods: questionnaires, testing, the method of expert assessments, ranking, scaling, rationing, content analysis of documents, methods of mathematical statistics in data processing, methods of analysis, synthesis, generalisation, comparison, abstraction when interpreting research results. …”
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Features of the constituent process in the activity of the Ministry of Internal Affairs of Ukraine by D. V. Slynko

“…On the basis of theoretical analysis of legal literature, the author has determined that the regime of the constituent process in the activity of the Ministry of Internal Affairs first in its general theoretical aspect distinguishes, first of all the specificity of the formation of the corresponding agencies and units of the state or the appointment of officials depending on their subordinate position within the structure of the Ministry, in particular, and the mechanism of the state in general. …”
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Determination of kinetic regularities of the process of drying perlite by radiation method by Novokhat O. A., Vozniuk V. T., Hritsiuk H.I., Lysii V.

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THE CYTOKINE PROFILE CHANGES AND CONTENT ANTI-HSP60 ANTIBODY OF DIFFERENT SPECIFICITY IN PATIENTS WITH PERIODONTITIS by G.F. Biloklytska, O.V. Kopchak, A. M. Vorobiova

“…All patients were examined according to the standard protocol, which included anamnesis, analysis of current medical data and general health state, clinical periodontal assessment, radiological examination and assay of cytokine profile. …”
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Distance learning as a factor in increasing the efficiency of the educational process by Tatiana Nikolaevna Poddubnaya

“…The sources of information are scientific articles on the research topic, information from official sites. Methods used are analysis, synthesis, comparison, generalization. The research results. …”
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Electroneuromyographic Parameters in Patients with Stenosing Process of the Cervical Spinal Canal by E. G. Ippolitova, B. B. Damdinov, Z. V. Koshkareva, T. K. Verkhozina

“…The analysis was based on 35 patients with a stenosing process of the spinal canal at the cervical level (17 men, 18 women), the average age of patients was 47.7 ± 9.9 years.Results. …”
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A model of digital transformation of the learning process in higher education by Olga V. Ivanova

“…The practical significance of the study lies in the possibility of using the model of digital transformation of the learning process in various disciplines for both higher schools and secondary general education institutions planning to move to digitalisation of the learning process in the near future. …”
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Stakeholders’ Perception of the Process of Change in the Romanian Pre-University Education by Adriana GRIGORESCU, Luminiţa Mirela OLTEANU

“…Nowadays, there is a very bureaucratic pre-university education, relatively inefficient, in a continuous change of regulation. Having as the general target „The identification of the perception of the stakeholders of the education process regarding the need for change, the mechanisms of implementation and the pattern of the change to be efficient for the pre-university education system”, this research took place during the period of September-December 2012, on a population of 354 respondents, teaching staff and students of the pre-university education system, representatives of parents and local community, as well as businessmen, members of the schools administrative councils. …”
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Implementation of the educational process in the course of contact extracurricular work with students by Anna L. Morozova

“…The article presents a substantial analysis of the Federal state educational standards (undergraduate and graduate level), implemented in the educational process of educational organizations subordinated to the Federal penitentiary service, in order to clarify the directions of the educational process of students in the framework of contact extracurricular work. …”
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Monitoring the quality of the hospital pharmacoterapeutic process by sentinel patient program by María José Fernández-Megía, Matilde Merino Sanjuán, Isabel Font Noguera, José Luis Poveda Andrés

“…Statistical control charts have been a useful tool for monitoring medication errors. The analysis of medication errors has served to propose improvement actions in each stage of the pharmacotherapeutic process.…”
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Logical-semantic definition of a production process digital twin by A. V. Rechkalov, A. V. Artyukhov, G. G. Kulikov

“…A methodology currently being developed for generalizing and presenting knowledge about studied subject-oriented areas is based on a “model hypothesis” for determining the distinguished objects and their relationships. …”
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Study of the corrective ability of sync codes for the matched processing decoder by A. V. Sadchenko, O. A. Kushnirenko, A. G. Yurkevych, V. S. Sevastianov

“…The authors carry out an analysis of the correcting ability of the decoder model with matched processing for Barker codes of different lengths under the conditions of a one, two, and threefold error. …”
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ON THE CHANGE OF VALUES OF POSTNOMINATIVE APPENDICES IN THE PROCESS OF TRANSFORMATION IN THE MODERN ENGLISH by Sevil M. Radjabova

“…Article deals with the changes of the meanings of the post nominal adjectives in the process of transformation in the modern English language. …”
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Polarity of Yelp Reviews: A BERT–LSTM Comparative Study by Rachid Belaroussi, Sié Cyriac Noufe, Francis Dupin, Pierre-Olivier Vandanjon

“…With the rapid growth in social network comments, the need for more effective methods to classify their polarity—negative, neutral, or positive—has become essential. Sentiment analysis, powered by natural language processing, has evolved significantly with the adoption of advanced deep learning techniques. …”
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THE PLACE OF THE ENGLISH LANGUAGE IN THE PROCESS OF TEACHING UKRAINIAN TO FOREIGN STUDENTS by Olena V. Shkurko, Dimona P. Amichba, Tetyana A. Klymenko

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Distribution of University Admission Quotas: Problems of Competitive Selection Process by L. M. Nurieva, S. G. Kiselev

“…It is shown that the process of distribution of admission quotas is generated in accordance with the official competitive selection methodology. …”
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