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    Active but not Independent: Children’s School Travel Patterns in a Compact-City Environment in Greece by Garyfallia Katsavounidou, Elpiniki Voutsa, Sofia Sepetzi

    Published 2024-11-01
    “…This article investigates children’s school commute patterns in a compact-city environment, using a structured questionnaire addressed to parents of elementary school children. …”
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    Thermal Patterns at the Campi Flegrei Caldera Inferred from Satellite Data and Independent Component Analysis by Francesco Mercogliano, Andrea Barone, Luca D’Auria, Raffaele Castaldo, Malvina Silvestri, Eliana Bellucci Sessa, Teresa Caputo, Daniela Stroppiana, Stefano Caliro, Carmine Minopoli, Rosario Avino, Pietro Tizzani

    Published 2024-12-01
    “…In this paper, we use a workflow to detect the main thermal patterns in active volcanic areas by analyzing the Independent Component Analysis (ICA) results applied to satellite nighttime TIR imagery time series. …”
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    Investigating overlapping deformation patterns of the Beijing Plain by independent component analysis of InSAR observations by Shangjing Lai, Jinxin Lin, Jie Dong, Jianzhong Wu, Xinlei Huang, Mingsheng Liao

    Published 2024-12-01
    “…We utilized Independent Component Analysis (ICA) to effectively separate overlapping ground deformation patterns from InSAR-derived ground surface deformation. …”
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    Using independent component analysis to extract a cross-modality and individual-specific brain baseline pattern by Wei Liu, Xuemin Zhang

    Published 2024-12-01
    “…Considering that people display various patterns of brain activity even when engaging in the same task, it is reasonable to believe that individuals possess their unique brain baseline pattern. …”
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    Tumor Budding as an Independent Prognostic Histopathological Marker in Oral Squamous Cell Carcinoma - An Indian Tertiary Care Center Experience by Anand Vijaya NARAYANAN, Krishnapriya UMASHANKAR, Sithara ARAVIND, Sangeetha. K. NAYANAR, Sandeep VIJAY

    Published 2025-05-01
    “…Univariate logistic analysis showed tumor budding, depth of invasion (>10 mm), worst pattern of invasion 5, and perineural invasion were significantly associated with locoregional recurrence/distant metastasis. …”
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    Cross-User Electromyography Pattern Recognition Based on a Novel Spatial-Temporal Graph Convolutional Network by Mengjuan Xu, Xiang Chen, Yuwen Ruan, Xu Zhang

    Published 2024-01-01
    “…The ablation experiments show that each functional module of the proposed CNN-MSTGCN network has played a more or less positive role in improving the performance of EMG pattern recognition. The user-independent recognition experiments and the transfer learning-based cross-user recognition experiments verify the advantages of the proposed CNN-MSTGCN network in improving recognition rate and reducing user training burden. …”
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    Parkinson's disease-related pattern (PDRP) identified using resting-state functional MRI: Validation study by Andrea Rommal, An Vo, Katharina A. Schindlbeck, Andrea Greuel, Marina C. Ruppert, Carsten Eggers, David Eidelberg

    Published 2021-09-01
    “…These scans were also used to identify an independent rs-fMRI PD pattern termed fPDRPCOL. The resulting topography and expression levels (subject scores) were then compared to corresponding fPDRPNS values computed in the two populations.We found that fPDRPNS and fPDRPCOL were topographically similar. …”
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