1D Convolutional Neural Network-Based Hierarchical Classification of Eye Movements Using Noncontact Electrooculography by Hyo Won Son, Tae Mu Lee, Sang Hyuk Kim, Hyun Jae Baek

“…The primary objective of this research is to implement a hierarchical deep learning model for classifying data collected from a non-contact EOG device into five types of eye movements. …”
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The impact of school administrators’ influence tactics on teachers’ organizational commitment: the role of learning agility by Cemaliye Mahmutoğlu, Cevat Celep, Ayça Kaya

“…The study sample consists of 325 teachers working in primary and secondary schools, with data collected using three validated scales: Teachers’ Influence Tactics, Organizational Commitment (OC), and Learning Agility. …”
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Immune Infiltration of Ulcerative Colitis and Detection of the m6A Subtype by Chenzheng Gu, Junlu Wu, Wei Zhang, Yiwen Yao, Wenhui Yan, Yi Yuan, Weiwei Wang, Anquan Shang

“…The differential gene analysis of the two samples yielded 517 genes like FTO and RFX7. …”
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Comparing the functionality of ontology design software with an emphasis on Persian language: Designing an evidence-based medical ontology prototype by Adeleh asadi

“…This article is an applied research with library research and content analysis methods used to collect data. To identify ontology design software, a list of ontology design software was prepared by searching Google and Science Direct document databases, World Wide Web Consortium website, Wikipedia, Mohed’s article and various websites. 151 software were found, some were not restored and removed from the list. …”
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Association between maternal anemia during pregnancy with low birth weight their infants by Rozhan Khezri, Fatemeh Rezaei, Shayesteh Jahanfar, Kamran Ebrahimi

“…Multivariable logistic regression analysis determined the association between hemoglobin levels during pregnancy and low birth weight. …”
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Sexuality in patients with human immunodeficiency virus at Embhuleni Hospital in Mpumalanga province by E. de Vries, L. Gwyther, M. Mkhabela

“…Design: This was a descriptive quantitative study. Data were collected with an administered questionnaire and entered in Excel®. …”
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Bio-Inspired Metaheuristics in Deep Learning for Brain Tumor Segmentation: A Decade of Advances and Future Directions by Shoffan Saifullah, Rafał Dreżewski, Anton Yudhana, Wahyu Caesarendra, Nurul Huda

“…Accurate segmentation of brain tumors in magnetic resonance imaging (MRI) remains a challenging task due to heterogeneous tumor structures, varying intensities across modalities, and limited annotated data. Deep learning has significantly advanced segmentation accuracy; however, it often suffers from sensitivity to hyperparameter settings and limited generalization. …”
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The positive association between the atherogenic index of plasma and the risk of new-onset hypertension: a nationwide cohort study in China by Yue Yuan, Jing Shi, Wei Sun, Xiangqing Kong

“…The AIP is a logarithmically transformed ratio of triglycerides to high-density lipoprotein cholesterol in molar concentration. Cox regression analysis was used to determine the association of AIP index with new-onset hypertension.Results After the six-year follow-up, 1054 (33.4%) participants developed new-onset hypertension. …”
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DETERMINING LINGUISTIC IDENTITY OF ETHNIC GROUPS AS THE INFLUENCING FACTOR ON EDUCATIONAL ACTIVITY (CASE STUDY OF REPRESENTATIVES LIVING IN THE SOUTH OF THE TYUMEN REGION) by I. K. Tsalikova, S. V. Pakhotina

“…The main research methods involve: contentanalysis of legislative acts and documents; participant and non-participant observation over the migrants’ children during individual work on teaching the Russian and English languages; qualitative and quantitative analysis; the survey methods, including the expert questionnaires, conducted by specially developed techniques.Results and scientific novelty. …”
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Digital Isolation and Dementia Risk in Older Adults: Longitudinal Cohort Study by Cheng Deng, Na Shen, Guangzhou Li, Ke Zhang, Shijun Yang

“…ObjectiveThis study aimed to investigate the association between digital isolation and dementia risk among older adults, hypothesizing that higher levels of digital isolation significantly increase the risk of developing dementia. MethodsWe conducted a longitudinal cohort study using data from the National Health and Aging Trends Study (NHATS), analyzing 8189 participants aged 65 years and older from the 3rd (2013) to the 12th wave (2022). …”
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Features of polymorbid pathology in patients with autoimmune bullous dermatosis by M. A. Ufimtseva, N. V. Izmozherova, E. P. Gurkovskaya, Yu. M. Bochkarev

“…Clinical and epidemiological data were taken into account, the main and concomitant diagnoses were determined in accordance with ICD X. …”
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Calculation of Correction Factors for Vickers’ Hardness Measurements on a Non-Planar Surface by S. G. Sandomirski, A. L. Val’ko, S. P. Rudenko

“…This is illustrated by the above numerical data and an example of the use of the method.The obtained formulas for calculation of correction coefficients K when measuring hardness HV on spherical and cylindrical (concave and convex) surfaces are reasonable to use for automatic calculation of HV on items with a non-planar surface.…”
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Adapting to climate change: strategies and perspectives from humanitarian health workers – A qualitative study by Patricia Nayna Schwerdtle, Carol Devine, Astrid Berner-Rodoreda, Shannon A. McMahon, Kate Bärnighausen

“…Conducted in English, French, Spanish, Portuguese, and Arabic, the interviews focused on identifying adaptation solutions to address climate-related health impacts at individual, community, and organizational levels. Data were analysed using a hybrid coding approach, combining deductive and inductive techniques informed by framework analysis. …”
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Non-surgical treatment of cervical radiculopathy in outpatient settings. Case report by Aleksei I. Isaikin, Ekaterina K. Kerimova, Kinan Mouki

“…When assessing radicular compression, neuroimaging data should be interpreted only in the context of clinical presentation. …”
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Assessment of Functional Capacity of Immune System in Patients with Multiple Sclerosis using QuantiFERON Monitor by Zbysek Pavelek, Ondrej Soucek, Jan Krejsek, Ilona Sejkorova, Oldrich Vysata, Blanka Klimová, Francesco Angelucci, Pavel Stourac, Martin Valis, Marek Peterka, Lukáš Sobisek, Michal Novotny

“…The QuantiFERON®-Monitor (QFM) is an assay that measures interferon-γ production and was developed to provide an objective marker of complex immune response. …”
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Solutions for Preventing Patient Falls in Hospitals: A Scoping Review by Marziyeh Najafi, Roya Rajaee, Hojjat Rahmani, Behrooz Pouragha, Nazanin Sheikh Mohammadi, Ghasem Rajabi Vasokolaei

“…In the final stage, we consulted with 18 experts using the Delphi method to gather their opinions. The data were analyzed using the thematic analysis method. …”
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Support Needs Approach for Patients (SNAP) tool: a validation study by Morag Farquhar, Silvia Mendonca, Gail Ewing, A Carole Gardener

“…Stage 1: Face and content validity assessed though focus groups involving patients and carers considering appropriateness, relevance and completeness of the SNAP tool. Data were analysed using conventional content analysis. …”
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Religion, anthropocentrism, and animal ethics: an investigation in higher education by José Gómez-Galán

“…Innovative survey and interview techniques were applied to a large sample (n = 315), and statistical tests were employed to ensure objectivity in data analysis. The results reveal that an individual's consideration and affection for animals are not directly related to religious beliefs or adherence to specific doctrines. …”
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Influência de fatores climáticos e operacionais sobre a uniformidade de distribuição de água, em um sistema de irrigação por aspersão de alta pressão Influence of climatic and oper... by Hamilton Jorge Azevedo, Salassier Bernardo, Marcio Mota Ramos, Gilberto Chohaku Sediyama, Paulo Roberto Cecon

“…For each one of these situations the CUC was analysed according to the following independent variables: wind speed and direction, operation pressure, spacings between sprinklers and lateral lines, and sprinkler speed rotation. The evaluation of data was made with multiple regression analysis, which made it possible to develop a statistical model to estimate the CUC. …”
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Abstract 238: Gender Differences In Clinical Factors In Obese Ischemic Stroke Patients With A History Of Smoking by Dami T. Ojo, Philip Brewer, Sahil Garg, Philip Broughton, Thomas Nathaniel

“…Methods A retrospective study was conducted on 6‐year data from 5469 patients with an ischemic stroke event from a regional stroke center. …”
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