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2621
Long-term analysis of land cover changes resulting from mining activities: Strzelin case study (S–W Poland)
Published 2025-08-01“…To achieve this, a methodological framework was developed that combines historical cartographic sources with geospatial data, enabling a reconstruction of post-mining land transformations. …”
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Cluster analysis of Russian Federation subjects by socioeconomic indicators characterizing potential for development of the secondary vocational education system
Published 2025-06-01“…The methodology of the study involved reducing the dimensionality of the data using principal component analysis. Clusterization was carried out by the k-means method. …”
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2627
Development of an artificial intelligence system to identify hypoglycaemia via ECG in adults with type 1 diabetes: protocol for data collection under controlled and free-living con...
Published 2023-04-01“…This protocol provides a methodological description of an observational study for obtaining physiological data from people with T1DM. The aim of this work is to further improve the previously developed AI model and validate its performance for glycaemic event detection in people with T1DM. …”
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2628
Organ Donation Conversations on X and Development of the OrgReach Social Media Marketing Strategy: Social Network Analysis
Published 2025-02-01“…ConclusionsThe study highlights the crucial role of analyzing social media data by drawing upon social networks and topic analysis to understand influence and network communication patterns. …”
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2629
Development and performance of female breast cancer incidence risk prediction models: a systematic review and meta-analysis
Published 2025-12-01“…This systematic review and meta-analysis compare the accuracy of traditional statistical models and machine learning models in breast cancer risk prediction.Methods A total of 144 studies from 27 countries were systematically reviewed, incorporating genetic, clinical, and imaging data. …”
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2630
Competence, Motivation and Employee Performance at Baitul Maal Wa Tamwil: Influence Analysis and Recommendations for Human Resource Development
Published 2024-06-01“…Respondents in this study were 50 permanent employees of BMT Tamzis Yogyakarta Area, with the variables studied including competence, motivation, and performance. Data collection techniques were carried out using a questionnaire, and data analysis was carried out using the Partial Least Squares (PLS) method. …”
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Network analysis reveals causal relationships among individual background risk factors leading to influenza susceptibility
Published 2025-08-01“…Thus, our network-based analysis may contribute to the development of personalized disease prevention and treatment approaches.…”
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2633
Virology research in a Latin American developing country: a bibliometric analysis of virology in Colombia (2000–2013)
Published 2015-11-01“…Conclusions: This study provides data for use in research, health planning, and policy analysis as it relates to virology in Colombia and other developing Latin American countries. …”
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2634
Impact of pellet binder on feed quality, broiler performance, carcass yield, and organ development: A Meta-Analysis
Published 2024-07-01“… This meta-analysis aimed to evaluate the inclusion of pellet binders on pellet quality and broiler performance, including growth metrics and organ development. …”
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2635
Development and Validation of a Dynamic Real-Time Risk Prediction Model for Intensive Care Units Patients Based on Longitudinal Irregular Data: Multicenter Retrospective Study
Published 2025-04-01“…ObjectiveWe aimed to develop a real-time, interpretable risk prediction model that continuously assesses ICU patient mortality using irregular, longitudinal EMR data, with improved performance and generalizability over traditional static scoring systems. …”
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Analysis of Science Education Students' Self-Efficacy in Developing Learning Products Through the Project-Based Learning Model
Published 2025-06-01“…The Project-Based Learning (PjBL) model offers the potential to develop this competency, yet its impact on the self-efficacy of postgraduate students requires in-depth analysis. …”
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Decoding healthcare resilience for sustainable development goal 3: A machine learning analysis of global health systems
Published 2025-12-01“…This study addresses this gap by developing and applying an integrated machine learning framework to global panel data (217 countries, 2000–2019) across economic, health, and environmental dimensions. …”
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A Newly Developed Compressed Air Cannon Test Bench Designed for Multi-Impact Analysis of Composite Structures
Published 2024-12-01“…Key components such as the pressurized air system, projectile launch mechanism, target mounting arrangement, and data acquisition system are discussed. Experimental methodologies for assessing multi-impact response, specimen preparation, instrumentation, and data analysis techniques are outlined. …”
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Strategic Alignment of Technological Innovation for Sustainable Development: Efficiency Evaluation and Spatial Analysis in China’s Advanced Manufacturing Industry
Published 2025-02-01“…In order to address the understudied connection between regional coordination and industrial structural transformation, this study examines the spatial dynamics of technological innovation efficiency (TIE) in China’s advanced manufacturing industry (AMI) along the Yangtze River Economic Belt (YREB) from 2007 to 2022. Through a Data Envelopment Analysis (DEA) and Spatial Durbin Model (SDM), we systematically evaluated TIE patterns using panel data from 11 provinces. …”
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