LANDSCAPE AND RECREATIONAL CAPACITY OF THE TERRITORY OF CAUCASUS MINERALNYE VODY REGION FOR TOURISM DEVELOPMENT by V. S. Proskurin

“…The algorithm means natural group of data. Borders of classes are deined so that to group similar values and as much as possible to increase differences between classes for visual identification of zones. …”
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COMPARATIVE ANALYSIS OF NO-REFERENCE MEASURES FOR DIGITAL IMAGE SHARPNESS ASSESSMENT by Y. I. Golub, F. V. Starovoitov, V. V. Starovoitov

“…Images obtained in various ways may have unsatisfactory quality; therefore, an important step in image processing and analysis algorithms is a quality control stage of the received data. Poor quality images can be automatically deleted. …”
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Multimodal dataset for sensor fusion in fall detection by Carla Taramasco, Miguel Pineiro, Pablo Ormeño-Arriagada, Diego Robles, David Araya

“…The success of developing effective detection algorithms is dependent on the availability of comprehensive datasets that integrate data from multiple synchronized sensors. Our research introduces a novel multisensor dataset designed to support the creation and evaluation of advanced multisensor fall detection algorithms. …”
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Frailty reversal and its main determinants: a population-based observational and longitudinal study by Mateu Serra-Prat, Aida Fortuny Borsot, Emili Burdoy, Àngel Lavado Cuevas, Laura Muñoz Ortiz, Mateu Cabré

“…However, little is known about frailty and prefrailty reversal rates in the general population if no specific interventions have been implemented.Aim To assess real-world frailty and prefrailty reversal rates in the general population aged ≥65 years, the main contributing clinical conditions and the main risk factors for reversing frailty and prefrailty.Methods Observational longitudinal 12-month study (2019) of all 1·5 million persons aged ≥65 years in Catalonia. Data were retrospectively collected from various health databases through the Catalan Public Data Analysis for Health Research and Innovation (PADRIS) V.2022 programme. …”
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New predictive models for falls among inpatients using public ADL scale in Japan: A retrospective observational study of 7,858 patients in acute care setting. by Masaki Tago, Naoko E Katsuki, Yoshimasa Oda, Eiji Nakatani, Takashi Sugioka, Shu-Ichi Yamashita

“…<h4>Methods</h4>We retrospectively analyzed data from Japanese adult inpatients in an acute care hospital from 2012 to 2015. …”
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HUBUNGAN JENIS TERAPI DENGAN KUALITAS HIDUP PASIEN GLAUKOMA by Johanes Jethro Nugroho, Fifin Luthfia Rahmi, Trilaksana Nugroho

“…Metode: Penelitian ini menggunakan desain cross-sectional dengan mengambil data nilai kualitas hidup melalui wawancara pasien RSUP Dr. …”
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Characteristics of Patients with Newly Diagnosed Multiple Sclerosis – A 5-year Study at Benghazi Medical Center, Benghazi, Libya by Magda Elshukri, Kathloum Elkaseh, Anwaar Mukhtar Bennour, Heba Abdelrazek El-Zawawi

“…The patients who were fulfilling the 2017 McDonald’s diagnostic criteria and registered at the MS clinic were included in the study. Data were collected and statistically analyzed with appropriate statistical tools. …”
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A hybrid machine learning model with attention mechanism and multidimensional multivariate feature coding for essential gene prediction by Wu Yan, Fu Yu, Li Tan, Li Mengshan, Xie Xiaojun, Zhou Weihong, Sheng Sheng, Wang Jun, Wu Fu-an

“…In the model, GCN was used to extract feature encoding information from the visualized graphics of gene sequences and the attention mechanism was combined with Bi-LSTM to assess the importance of each feature in gene sequences and analyze the influences of different feature encoding methods and data imbalance. …”
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More than just visits: Timing, frequency, and determinants of effective antenatal care in Bangladesh - BDHS 2007 to 2017-18. by Md Hasibul Islam Jitu, Awan Afiaz, Raaj Kishore Biswas

“…This study examines the factors contributing to delayed initiation and a low number of ANC visits, while also evaluating the association between the timing and overall number of ANC visits.<h4>Data</h4>Nationally representative data from the Bangladesh Demographic and Health Surveys (BDHS) conducted in 2007 (n = 3050) and 2017-18 (n = 4544) on women aged 15-49 years.…”
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The application of social networks in the travel planning of Generation Z by Sudarević Tomislav, Kostić Dunja, Jevtić Jelena

“…Visual representations and recommendations give potential travelers a better idea of what kind of experience they can expect when visiting a particular destination. …”
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Efficacy and safety of electrical stimulation for functional impairment and pain in patients with rheumatoid arthritis: a protocol for systematic review and network meta-analysis o... by Wenqiang Li, Zhichao Liao, Xinzhe Tan, Yichang Liu, Gengjian Wang, Dongyan Wang

“…Two reviewers will independently assess the risk of bias for all included eligible studies using the Cochrane Risk of Bias tool (V.2.0). Data synthesis will be performed using a random-effects model for network meta-analysis to compare the efficacy and safety of different electrical stimulations. …”
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Delayed diagnosis and ongoing transmission of leprosy in the post-elimination era in Boru Meda hospital, Ethiopia by Seid Getahun Abdela, Ermias Diro, Feleke Tilahun Zewdu, Fentaw Tadese Berhe, Wendimagegn Enbiale Yeshaneh, Koku Sisay Tamirat, Hannock Tweya, Collins Timire, Johan van Griensven

“…Methodology: Hospital based cross sectional study was conducted  by reviewing the medical records of all leprosy patients seen at the dermatology clinic of Boru Meda Hospital from August to December 2018.The  data were captured using a standard data collection form. …”
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Morphopathology of the Prussian carp (Carassius auratus gibelio Bloch, 1782) liver under the effect of allyl acetate by M. Koziy

“…The general effect was visualized through the development of a picture of total lipostasis. …”
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Time-frequency feature calculation of multi-stage audiovisual neural processing via electroencephalogram microstates by Yang Xi, Lu Zhang, Cunzhen Li, Xiaopeng Lv, Zhu Lan

“…We analyzed filtered EEG data across frequency bands to quantify microstate attributes (e.g., duration, occurrence, coverage, transition probabilities), deriving comprehensive time-frequency features. …”
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A Comparative Spatiotemporal Analysis for Long-Term Trends of Hydrometeorological Variables in Maritsa River Basin by Mehmet Seren Korkmaz, Kevser Merkür Başkesen, Ertuğrul Sunan

“…For this, precipitation values for the 1982-2023 water years were taken from the Climate Hazards Group InfraRed Precipitation with Stations (CHIRPS) data set, and evapotranspiration values for the 1982-2023 water years were taken from the European Reanalysis 5th Generation-Land (ERA5-Land) data set. …”
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Mapping the global scientific knowledge of peste des petits ruminants virus from 1990 to 2023: Identifying research hotspots, gaps, and future directions. by Ibrahim M. Alzuheir

“…Validation methods were employed to verify the search strategy&apos;s accuracy. Data analysis focused on identifying temporal evolution, geographical distribution, key contributors, sources, research hotspots, and gaps, which were visualized using maps. …”
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Prevalence of Internet addiction among university students and its impact on general health by Laila Hisham Abdulaziz Alheet, Mira Ali Naeem Harb, Lana H. I. Khaled, Ahmad Saif Bin Sulaiman, Mohammed Hussein Ali M. Baqer Al Attar

“…GH was assessed using the GH Questionnaire-28, and IA was measured using the Young’s IA Scale. Data were entered, coded, and analyzed using the SPSS 22 software. …”
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Finite element modeling method of centrifugal rotary processing by A. N. Soloviev, M. A. Tamarkin, Nguyen Van Tho

“…They have determined how equivalent plastic strains are distributed at depths of the cone penetration of 0.01 mm and 0.05 mm. The data obtained, as well as the areas of plastic strain values of more than 1%, are visualized in the ANSYS CAE package.Discussion and Conclusions. …”
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Alterações de linguagem nas fases iniciais da doença de Alzheimer Language impairment in the early stages of Alzheimer's disease by Karin Zazo Ortiz, Paulo Henrique Ferreira Bertolucci

“…Twelve patients meeting criteria for problable AD were evaluated by the Boston test, and all of them scored more than 23 points on the Mini-Mental State Examination. Data acquired on this language evaluation were compared with the average of normal population data. …”
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HyCoViT: Hybrid Convolution Vision Transformer With Dynamic Dropout for Enhanced Medical Chest X-Ray Classification by Omid Almasi Naghash, Nam Ling, Xiang Li

“…To address overfitting in data-scarce scenarios, we introduce a Dynamic Dropout (DD) algorithm that adaptively adjusts the dropout rate during training. …”
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