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    Advanced Fraud Detection: Leveraging K-SMOTEENN and Stacking Ensemble to Tackle Data Imbalance and Extract Insights by Nurafni Damanik, Chuan-Ming Liu

    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 by Fei Chen, Tianxin Chen, Zhenxuan Wu, Zihan Zhou, Kunjie Lu, Jinyao Su, Yihua Wang, Jianfeng Hua, Xin Lai, Xuebin Han, Minggao Ouyang, Yuejiu Zheng

    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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  5. 1285

    Integrating fMRI spatial network dynamics and EEG spectral power: insights into resting state connectivity by Souvik Phadikar, Krishna Pusuluri, Armin Iraji, Vince D. Calhoun

    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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    Responsiveness and clinical utility of PROMIS instruments in pediatric Crohn's disease: insights from a longitudinal study by Sara Azevedo, Sara Azevedo, Maria Miguel Oliveira, Maria Miguel Oliveira, Paulo Nogueira, Paulo Nogueira, Paulo Nogueira, Ana Isabel Lopes, Ana Isabel Lopes

    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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    Knowledge translation initiatives at the Transitional Pain Service: insights from healthcare provider outreach and patient education by Anna M. Lomanowska, Rabia Tahir, Christina Choo, Sabrina Zhu, Dora Y. Wang, P. Maxwell Slepian, Joel Katz, Hance Clarke

    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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    Characteristics, location, and usage patterns of resting burrows in Chinese pangolins: Insights from radio-telemetry tracking by Nick Ching-Min Sun, Jing-Shiun Lin, Kurtis Jai‑Chyi Pei

    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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