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    Enhancing Human Detection in Occlusion-Heavy Disaster Scenarios: A Visibility-Enhanced DINO (VE-DINO) Model with Reassembled Occlusion Dataset by Zi-An Zhao, Shidan Wang, Min-Xin Chen, Ye-Jiao Mao, Andy Chi-Ho Chan, Derek Ka-Hei Lai, Duo Wai-Chi Wong, James Chung-Wai Cheung

    Published 2025-01-01
    “…The VE-DINO achieved an average precision of 0.615 at IoU 0.50:0.90 on all bounding boxes, outperforming the original DINO model (0.491) in the testing set. …”
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    Personality Traits and Social Support: Their Role in Postpartum Depression by Richa S, Parveen S, Abullais SS, Mahmood SE, Alsamghan A, Alshaikh AA

    Published 2025-08-01
    “…SEM supported partial indirect effects but did not indicate strong mediation.Conclusion: Personality traits, particularly neuroticism, are key predictors of PPD in this population. While social support shows a limited moderating effect, it may offer modest protective benefits under certain conditions. …”
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    Automating tephra fall building damage assessment using deep learning by E. Tennant, S. F. Jenkins, V. Miller, R. Robertson, B. Wen, S.-H. Yun, B. Taisne

    Published 2024-12-01
    “…The pipeline is expected to perform well across other volcanic islands in the Caribbean where building types are similar, though it would benefit from additional testing. Through cross-validation, we found that the UAV look angle had a minor effect on the performance of damage classification models, while for the building localisation model, the performance was affected by both the look angle and the size of the buildings in images. …”
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