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    Federated Learning on Heterogeneous Images in Internet of Biomedical Things by Yusen Li, Zaobo He, Peilin He, Yulin Cao

    Published 2024-12-01
    “…Second, we propose a privacy-enhanced approach that delegates part of the gradient computation to devices, thereby protecting data privacy without compromising the efficacy of the gradient-fusion process. …”
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    Identifying candidate biomarkers for detecting bronchogenic carcinoma stages using metaheuristic algorithms based on information fusion theory by Bagher Khalvati, Kaveh Kavousi, Amir Hosein Keyhanipour, Masoud Arabfard

    Published 2025-04-01
    “…By leveraging these advanced computational methods, we seek to eliminate the need for surgical intervention in the diagnostic process. …”
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    Guided Decision Tree: A Tool to Interactively Create Decision Trees Through Visualization of Subsequent LDA Diagrams by Miguel A. Mohedano-Munoz, Laura Raya, Alberto Sanchez

    Published 2024-11-01
    “…This method allows domain experts to learn from raw data, but they cannot include their prior knowledge in the analysis due to its automatic nature, which implies minimal human intervention in its computation. Conversely, interactive visualization methods have proven to be effective in gaining insights from data, as they incorporate the researcher’s criteria into the analysis process. …”
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