QuadTPat: Quadruple Transition Pattern-based explainable feature engineering model for stress detection using EEG signals by Veysel Yusuf Cambay, Irem Tasci, Gulay Tasci, Rena Hajiyeva, Sengul Dogan, Turker Tuncer

“…Abstract The most cost-effective data collection method is electroencephalography (EEG), which obtains meaningful information about the brain. …”
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Creatividad y modelos de enseñanza a través de la expresión corporal, en el ámbito de educación secundaria obligatoria (Musical creativity through body expression, in the field of... by Sara Cuevas Romero

“…The results in this research, are obtained after statistical analysis of the data obtained on the level of inventiveness and communication, to check if there are significant differences in the creative development of students in 1st ESO, after the use of two models of teaching different (traditional model and creative model). …”
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Exploring of students’ sustainability awareness on energy management and climate change mitigation in higher education institutions by Rachmadian Robby Hilmi, Sumarmi, Utaya Sugeng, Lestari Hety Dwi, Marshanda Umi Fadhila

“…The data analysis technique employed descriptive statistics in conjunction with the statistical software package SPSS version 22 for analyzing the relationship between variables. …”
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Hybrid GIS-Transformer Approach for Forecasting Sentinel-1 Displacement Time Series by Lama Moualla, Alessio Rucci, Giampiero Naletto, Nantheera Anantrasirichai, Vania Da Deppo

“…Displacement data were generated using the Parallel Small BAseline Subset (P-SBAS) technique via the Geohazard Thematic Exploitation Platform (G-TEP). …”
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Factors Hindering the Proper Management of Academic Libraries in Kabale Municipality: A Case Study of the Uganda Martyrs University Kabale Campus Library. by Oliva, Arineitwe

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Quantifying Mental Stress Using Cardiovascular Responses: A Scoping Review by Samira Ziyadidegan, Neda Sadeghi, Moein Razavi, Elaheh Baharlouei, Vahid Janfaza, Saber Kazeminasab, Homa Pesarakli, Amir Hossein Javid, Farzan Sasangohar

“…The majority of the studies utilized descriptive statistical tests, including <i>t</i>-tests, analysis of variance (ANOVA), and correlation analysis, to assess the statistical significance between stress and non-stress events. …”
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Tracing pistachio nuts’ origin and irrigation practices through hyperspectral imaging by Raquel Martínez-Peña, Salvador Castillo-Gironés, Sara Álvarez, Sergio Vélez

“…The study was conducted in two Spanish orchards and employed HSI technology to capture spectral data. It used ML models like Partial Least Squares (PLS), Support Vector Machine (SVM), and Extreme Gradient Boosting (XGBoost) for analysis.The results demonstrated high accuracy in classifying pistachios based on origin, with accuracies exceeding 94%, and in assessing water content and colour pigments, where both PLS and SVM models achieved 99% accuracy. …”
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Risk factors associated with severe progression of Parkinson’s disease: random forest and logistic regression models by Jie Tan, E. Huang, Yang Hao, Hongping Wan, Qian Zhang

“…The dataset included patient demographics, clinical features, medication history, comorbidities, and environmental exposures. The data were randomly split into a training group (70%) and a validation group (30%). …”
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Evidence from NHANES 2011–2014: a correlation between the weight-adjusted-waist index and cognitive abilities in the United States by Chan Zhao, Xintian Xu, Chunyan Hao

“…This investigation explored the link between WWI and older Americans’ cognitive function.MethodsUtilizing data from the 2011–2014 National Health and Nutrition Examination Cross-Sectional Survey, multiple linear regression analysis was used to assess the influence of WWI on cognitive abilities in those over 60. …”
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Poor mental health and adverse psychosocial conditions among adolescents in the Nordic countries: contrasting variable- and person-centered analyses by Håkan Stattin, Charli Eriksson, Einar Baldvin Thorsteinsson

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Enhancing Vertical Trajectory Reconstruction in SASS-C: Advanced Segmentation, Outlier Detection, and Filtering Techniques by Daniel Amigo, David Sánchez Pedroche, Jesús García, José Manuel Molina, Jekaterina Trofimova, Emmanuel Voet, Benoît Van Bogaert

“…Our methodology employs both synthetic and real-world data for comprehensive evaluation, ensuring performance under controlled and operational conditions. …”
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Novel insights into the molecular mechanisms of sepsis-associated acute kidney injury: an integrative study of GBP2, PSMB8, PSMB9 genes and immune microenvironment characteristics by Haiting Ye, Xiang Zhang, Pengyan Li, Mei Wang, Ruolan Liu, Dingping Yang

“…Methods Transcriptional data related to SA-AKI were obtained from the Gene Expression Omnibus (GEO) database. …”
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Competency-based interprofessional education enhances collaboration skills in special education and speech-language pathology students by Katherine Cullinan Holman, Kaitlyn P. Wilson, Greg Knollman, Arlene Russell

“…To determine the effectiveness of intentionally designed interprofessional collaborative learning strategies used during the course, this study addressed three main objectives: (1) to evaluate how the course affected students’ progress toward meeting the Project LINC competencies; (2) to examine how students implemented collaboration strategies learned during the program; and (3) to identify what students gained from the clinical experience and how it contributed to their ability to collaborate effectively.MethodsA mixed methods approach was used to evaluate the impact of a hands-on clinical interprofessional education (IPE) course on students’ competencies and collaboration skills through quantitative self-ratings, paired t-tests, and effect size calculations, as well as qualitative analysis of students’ reflections using reflective thematic analysis. …”
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A Next-generation Exoplanet Atmospheric Retrieval Framework for Transmission Spectroscopy (NEXOTRANS): Comparative Characterization for WASP-39 b Using JWST NIRISS, NIRSpec PRISM,... by Tonmoy Deka, Tasneem Basra Khan, Swastik Dewan, Priyankush Ghosh, Debayan Das, Liton Majumdar

“…Accurate analysis of these data sets requires advanced retrieval frameworks capable of navigating complex parameter spaces. …”
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Advancements in Herpes Zoster Diagnosis, Treatment, and Management: Systematic Review of Artificial Intelligence Applications by Dasheng Wu, Na Liu, Rui Ma, Peilong Wu

“…AI applications were analyzed across three domains: (1) diagnosis, where mobile deep neural networks, convolutional neural network ensemble models, and mixed-scale attention-based models have improved diagnostic accuracy and efficiency; (2) treatment, where machine learning models, such as deep autoencoders combined with functional magnetic resonance imaging, electroencephalography, and clinical data, have enhanced treatment outcome predictions; and (3) management, where AI has facilitated case identification, epidemiological research, health care burden assessment, and risk factor exploration for postherpetic neuralgia and other complications. …”
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A new signature associated with anoikis predicts the outcome and immune infiltration in nasopharyngeal carcinoma by Yonglin Luo, Wenyang Wei, Yaxuan Huang, Jun Li, Weiling Qin, Quanxiang Hao, Jiemei Ye, Zhe Zhang, Yushan Liang, Xue Xiao, Yonglin Cai

“…This study aimed to create a predictive risk score using an ARGs signature for NPC patients and to investigate how this score relates to clinicopathologic features and immune infiltration in the tumor microenvironment. Methods By using data from the Gene Expression Omnibus (GEO) database, we employed machine learning methods to discover prognostic ARGs and create a risk score. …”
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The relationship between patient safety culture and attitudes toward incident reporting among registered nurses by Nabel Alsobou, Ahmad Hussien Rayan, Manal Hassan Baqeas, Mohammed Sa’d ALBashtawy, Islam Ali Oweidat, Khalid Al-Mugheed, Sally Mohammed Farghaly Abdelaliem

“…Validated and translated questionnaires, which included the Incident Reporting Culture Questionnaire and the Hospital Survey on Patient Safety Culture, were used for data collection. Statistical analyses, such as descriptive and inferential statistics (including Pearson correlation, independent sample t-test, one-way ANOVA, and hierarchical regression analysis), were employed to address research questions using SPSS version 26. …”
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Healthy dietary patterns, biological aging, and kidney stones: evidence from NHANES 2007–2018 by Chengcheng Wei, Qian Yang, Qian Yang, Jingke He, Yu Luo, Kun Han, Junkun Li, Shuai Su, Shuai Su, Jindong Zhang, Hongxing Wang, Hongxing Wang, Delin Wang

“…BackgroundThis study aims to investigate the comprehensive association between healthy dietary patterns, biological aging, and kidney stones in a large population-based cohort.MethodsWe analyzed data from 6 cycles of NHANES surveys from 2007 to 2018 and included a total of 26,755 participants. …”
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Relevansi konsep pemikiran pendidikan dan kebudayaan George S. Counts dan Ki Hajar Dewantara dengan kompetensi peserta didik abad 21 by Sekar Purbarini Kawuryan

“…This research conducted a literature study using the content analysis approach. Data in the form of primary and secondary sources. …”
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Strategi Komunikasi Widyaiswara dalam Pelatihan Peningkatan Kapasitas Dan Kinerja Aparatur Sipil Negara Sekretariat Jenderal Dewan Perwakilan Rakyat Republik Indonesia by Farizka Rusyda Nasution, Ayu Usada Rengkaningtias

“…The strategies employed include audience recognition through pre-tests conducted on ASN prior to the training, message determination by developing learning curricula and Training Material Development (RBPMP), method determination by employing two-way communication and ice breaking during training activities, utilization of media such as teaching materials, visual aids, and demonstrators, as well as analysis of the supporting factors and obstacles faced by Widyaiswara in conducting the training.Impact Game Keywords: Communication strategies, Widyaiswara, Education and Training, Civil Servants…”
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