THE STRUCTURE OF HAPPINESS REPRESENTATION FOR RUSSIAN AND AMERICAN REPRESENTATIVES by S. Yu. Zhdanova, A. V. Pecherkina, A. A. Strokanov

“…In this regard, the search of methods and determination of the tasks of psychological diagnostics is brought into focus. …”
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Image denoising based on deep feature fusion and U-Net network by Yong Zhang

“…The traditional denoising methods can not only destroy the texture of the image, but can not save the image texture after removing the noise. …”
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Using spectral imaging for the analysis of abnormalities for colorectal cancer: When is it helpful? by Ruqayya Awan, Somaya Al-Maadeed, Rafif Al-Saady

“…For our experiments, we used a combination of texture descriptors with an ensemble classification approach that performed best on our dataset. We applied our method to another dataset and got comparable results with those obtained using the state-of-the-art method and convolutional neural network based method. …”
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Impact of floor plans on visibility among healthcare members in inpatient care units: Employing agent-based simulation and social network analysis by Hao Yuan, Ying Zhou

“…This stems from the lack of methods to assess VHM in inpatient care units, where healthcare members' movements continuously alter their relative positions and visual relationships.This study proposes a novel method integrating agent-based simulation and social network analysis to assess VHM. …”
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Enhancing Image Classification using Graph Attention Networks by Hasan Maher Ahmed

“…This project integrates smartphone-level ViT technology with deep social modeling GAT components to redefine image classification methods. The method's outstanding performance proves itself as a promising solution for complex visual recognition challenges on multiple scale levels.…”
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How can municipal control ensure the security of the urban environment? Reform of control‐supervision activities and judicial practice by Ekaterina S. Shugrina

“…The article discusses the current model of municipal control in Russia, analyzes the relevant regulations and judicial practice.The purpose of the article is to confirm or refute the hypothesis that municipal control can be effective from the standpoint of ensuring the security of the urban environment.The methodological basis of the study includes general‐scientific methods (analysis and synthesis, system‐structural approach) as well as academic methods (formal‐legal method, method of interpretation of legal acts).Results and scope of their application. …”
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IN VITRO TESTING OF CLOVE EXTRACTS IN INHIBITING AND KILLING STAPHYLOCOCCUS AUREUS AND ESCHERICHIA COLI by Nadia Dwi Rahmawati, Tri Nur Kristina, Endang Sri Lestari, Hardian Hardian

“…However, most researches used complex extraction methods that might not be applicable on a household scale. …”
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Conceptual bases for reforming the national health care system: to the formulation of principles by H. S. Stetsenko

“…The introduction of compulsory health insurance in Ukraine was investigated using methods of analysis and synthesis. Results. Having extensive experience in the organization of public health protection both in Soviet times and in the conditions of independent Ukraine, the author states the following: public access to medical care consists in the possibility of equal access of citizens to the possibilities of medicine regardless of property or social situation, place of residence and the like. …”
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Investigating the effect of role-playing training on depression of elderly women referring to comprehensive health service centers by Fatemeh Najafzadeh Shavaki, Parand Pourghane, Morvarid Ghasab Shirazi, Robabeh Soleimani, Saman Maroufizadeh

“…BACKGROUND: Depression is one of the most important mood disorders that often causes physiological, behavioral and psychological symptoms. One of the common methods in cognitive behavioral therapy is the role-playing model, which makes the learning effect more permanent. …”
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Water Clustering in Wheat Flour and Its Role in Water Diffusion: Observation Based on Sorption Isotherm by ZHAO Xuewei, WEI Xiaoxiao, GUO Yu, WANG Hongwei, ZHANG Hua

“…Based on the water adsorption and desorption isotherms of wheat flour at 20, 30 and 40 ℃, the water clustering properties were explored using the Park isotherm model, the Zimm-Lundberg method and the Brown method. Consistently, the results of the three methods suggested that water clustering occurred at high water activity (aw) levels, while the critical aw for clustering obtained from the three methods were only slightly different, ranging from 0.70 to 0.75, from 0.73 to 0.79 and from 0.56 to 0.68, respectively, which varied with temperature and the water sorption process. …”
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PROSPECTIVE INFRASTRUCTURAL DEVELOPMENT OF BUILDING OBJECTS IN RURAL TERRITORIES by M. S. Oborin

“…The purpose is to study the present state and developmental prospects of the rural built environment infrastructure and to assess its impact on the sustainable growth of regional socio-economic indicators on the example of the Perm Territory.Methods. Research methods included the system approach, situational analysis, the formal-logical method and the dialectical method of studying social and economic processes.Results. …”
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SOCIOLOGICAL APPROACH TO THE STUDY OF THE LEGAL CULTURE OF THE POPULATION: VALUE ASPECT by KATKOVA L.V., MEKKA O.A.

“…For this purpose, the article examines the connotations of the concepts of “freedom” and “justice”. The methods used. Along with the general scientific systematic method of analyzing legal phenomena, private scientific methods (sociological and axiological), as well as the method of legal hermeneutics were used in the preparation of the article. …”
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Artificial intelligence in endoscopy and colonoscopy: a comprehensive bibliometric analysis of global research trends by Negin Letafatkar, Amr Ali Mohamed Abdelgawwad El-Sehrawy, KDV Prasad, KDV Prasad, Ahmad Alkhayyat, Ahmad Alkhayyat, Ahmad Alkhayyat, Ehsan Amini-Salehi, Maryam Hasanpour, Masoomeh Namdar Taleshani, Mohammad Hashemi, Hadi Alotaibi, Pegah Rashidian, Mohammad-Hossein Keivanlou, Soheil Hassanipour

“…This study aims to conduct a thorough bibliometric and visualization analysis of global research focused on AI applications in endoscopy and colonoscopy.MethodsA systematic search was conducted in September 2024 using the Web of Science Core Collection. …”
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Obliterated cavum septi pellucidi: Clinical significance and role of fetal magnetic resonance by Ilaria Fantasia, Claudia Ciardo, Gabriella Bracalente, Elisa Filippi, Flora Maria Murru, Anita Spezzacatene, Maura Bin, Olivia Mendez Quintero, Elisa Montaguti, Christoph Lees, Katherine Papanikolaou, Gianluigi Pilu, Federico Prefumo, Baskaran Thilaganathan, Tamara Stampalija

“…Abstract Introduction The objective of this study was to describe a cohort of fetuses with an ultrasound prenatal diagnosis of obliterated cavum septi pellucidi (oCSP) with the aim to explore the rate of associated malformations, the progression during pregnancy and the role of fetal magnetic resonance imaging (MRI). Material and methods This was a retrospective multicenter international study of fetuses diagnosed with oCSP in the second trimester with available fetal MRI and subsequent ultrasound and/or fetal MRI follow‐up in the third trimester. …”
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Predicting hypoglycemia risk after gastrointestinal surgery in type 2 diabetes mellitus: a retrospective cohort study by Huilan Yao, Shijin Yuan, Hongying Pan, Sisi Hong, Chen Huang, Linfang Zhao, Hongdi Yuan, Lei Mei, Yinghong Zheng, Xiaolong Liu, Weina Lu

“…ObjectiveTo identify factors influencing hypoglycemia in patients with type 2 diabetes mellitus (T2DM) following gastrointestinal tumor surgery and construct a predictive model for assessing hypoglycemia risk.MethodsWe retrospectively collected data on 1280 patients with T2DM who underwent gastrointestinal tumor surgery and divided them into two groups—one for model building (n = 982) and another for validation (n = 298). …”
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A Predictive Model of Cardiovascular Aging by Clinical and Immunological Markers Using Machine Learning by Madina Suleimenova, Kuat Abzaliyev, Madina Mansurova, Symbat Abzaliyeva, Almagul Kurmanova, Guzel Tokhtakulinova, Akbota Bugibayeva, Diana Sundetova, Merei Abdykassymova, Ulzhas Sagalbayeva, Raushan Bitemirova, Zhadyra Yerkin

“…Therefore, in order to detect early aging in the elderly, we have developed a prognostic model based on clinical and immunological markers using machine learning. <b>Methods:</b> This paper analyzes the relationships between immunological markers, clinical parameters, and lifestyle factors in individuals over 60 years of age. …”
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Combination of DNA Molecular Biomarkers in the Prediction of Critical Illness Outcome by V. M. Pisarev, A. G. Chumachenko, A. D. Filev, E. S. Ershova, S. V. Kostyuk, N. N. Veiko, E. K. Grigoriev, E. V. Elysina, R. A. Cherpakov, A. V. Tutelyan

“…Purpose: to determine the informative value of the prediction of mortality of patients with sepsis using a combination of candidate markers — the quantitative content of circulating cell-free DNA (cfDNA) in plasma and allelic variants of TLR9 gene encoding-cellular recognition receptor TLR9 for DNA fragments.Materials and methods. The study included patients from five ICU of 4 four hospitals (n=156). …”
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Clinical Testing of a New Radiopharmaceutical [^99mТс]-Al₂O₃ for the Diagnosis of Sentinel Lymph Nodes by А. A. Medvedeva, V. I. Chernov, R. V. Zelchan, O. D. Bragina, A. A. Rybina, V. S. Skuridin, E. S. Stasyuk, S. Yu. Chizhevskaya, A. V. Goldberg, E. Yu. Garbukov

“…To study the possibility of clinical [99mTc]-Al2O3 using for visualization of SLN in breast, larynx and laryngopharyngeal cancer.Materials and methods. …”
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THE INFLUENCE OF HEART RATE VARIABILITY ON CLINICAL COURSE OF CHRONIC HEART FAILURE AND RENAL FUNCTION IN ATRIAL FIBRILLATION PATIENTS by E. A. Polyanskaya, S. V. Mironova, N. A. Koziolova

“…Evaluation of structural and functional condition of the left ventricle (LV) and kidneys in permanent atrial fibrillation patients (AF) with ischemic chronic heart failure (CHF) according to mean 24 hour heart rate and heart rate variability.Material and methods. Sixty patients, age 35-60 y. o., with permanent AF of ischemic origin. …”
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Applicability of multiple quantitative ultrasound liver biomarkers in children and adolescents with severe obesity by Ivan Cetinic, Charlotte de Lange, Kerstin Lagerstrand, Jenny M. Kindblom, Lovisa Sjögren, Hanna Hebelka

“…The aim was therefore to evaluate the feasibility of applying ultrasound-based liver biomarkers in children and adolescents with severe obesity. Methods Ultrasound was performed, before treatment, in 56 patients with childhood obesity (< 18 years) referred for bariatric surgery or treatment with glucagon-like peptide-1 receptor agonists. …”
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