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Advanced Fraud Detection: Leveraging K-SMOTEENN and Stacking Ensemble to Tackle Data Imbalance and Extract Insights
Published 2025-01-01“…This transparency bolsters stakeholder confidence and provides actionable insights for financial institutions. Overall, the proposed approach marks a notable step in protecting financial transactions from fraud.…”
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Unraveling mechanisms of electrolyte wetting process in three-dimensional electrode structures: Insights from realistic architectures
Published 2025-02-01“…These findings have significant implications for designing and optimizing LIBs while offering profound insights for future advancements in battery technology.…”
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Integrating fMRI spatial network dynamics and EEG spectral power: insights into resting state connectivity
Published 2025-01-01“…This is consistent with motor tasks during rest, though this remains to be tested directly.DiscussionThese association between space and frequency observed during rest offer insights into the brain’s spatial–temporal characteristics and enhance our understanding of both spatially varying fMRI networks and EEG band power.…”
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Maternal health risk factors dataset: Clinical parameters and insights from rural BangladeshMendeley Data
Published 2025-04-01Get full text
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Responsiveness and clinical utility of PROMIS instruments in pediatric Crohn's disease: insights from a longitudinal study
Published 2025-01-01“…Globally, the study demonstrated significant and clinically relevant changes in multiple PROMIS measures, confirming their responsiveness to changes in disease activity.ConclusionPROMIS instruments are clinically useful in managing pediatric CD, providing valuable insights into global health and quality of life. Integrating PROMIS measures into routine clinical practice may enhance disease management and treatment strategies for pediatric IBD patients.…”
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A review on probiotics and dietary bioactives: Insights on metabolic well-being, gut microbiota, and inflammatory responses
Published 2025-03-01“…The paper concludes with a summary of key insights, underscoring the importance of probiotics and dietary bioactives in food systems to improve health and prevent metabolic diseases.…”
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Knowledge translation initiatives at the Transitional Pain Service: insights from healthcare provider outreach and patient education
Published 2025-01-01“…Based on these activities, we offer insights gained by our team throughout the knowledge translation process and provide recommendations for other clinical teams who wish to undertake similar initiatives.…”
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The role of green finance in reshaping end-use energy consumption: insights from regional evidence in China
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Characteristics, location, and usage patterns of resting burrows in Chinese pangolins: Insights from radio-telemetry tracking
Published 2025-01-01“…These results provide valuable insights into the usage patterns of resting burrows, thus enriching the understanding of pangolin behavior, ecological requirements and conservation strategies for this endangered species.…”
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Structural insights into human topoisomerase 3β DNA and RNA catalysis and nucleic acid gate dynamics
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