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  • Preclinical validation of TGFβ inhibitors as a novel therapeutic strategy for post-traumatic heterotopic ossification

    Preclinical validation of TGFβ inhibitors as a novel therapeutic strategy for post-traumatic heterotopic ossification

    TGFβ inhibitors selectively regulate SMAD2/3 phosphorylation while having minor effects on the proliferation and survival of human primary MPCs

    We and others have previously demonstrated that TGFβ levels are elevated in humans after injury and…

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  • An enhanced CNN with ResNet50 and LSTM deep learning forecasting model for climate change decision making

    An enhanced CNN with ResNet50 and LSTM deep learning forecasting model for climate change decision making

    The escalating challenges in climate change and their impacts on the environment, economy, and society pose an urgent need for procedures and policies to mitigate its negative impact. The development of deep learning models for effective…

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  • An intelligent federated learning boosted cyberattack detection system for Denial-Of-Wallet attack using advanced heuristic search with multimodal approaches

    An intelligent federated learning boosted cyberattack detection system for Denial-Of-Wallet attack using advanced heuristic search with multimodal approaches

    This manuscript presents a novel CDMDoW-AMOAFL model. The proposed model aims to detect and mitigate malicious activities in a network. To accomplish that, the CDMDoW-AMOAFL method uses data normalization, feature selection using HHO, an ensemble…

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  • Suggestions for extending the FAIR Principles based on a linguistic perspective on semantic interoperability

    Suggestions for extending the FAIR Principles based on a linguistic perspective on semantic interoperability

    Semantic interoperability and what natural languages like English can teach us

    The EOSC Interoperability Framework characterizes semantic interoperability as a requirement for enabling machine-actionability between information systems, and it is…

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  • Decoding vital variables in predicting different phases of suicide among young adults with childhood sexual abuse: a machine learning approach

    Decoding vital variables in predicting different phases of suicide among young adults with childhood sexual abuse: a machine learning approach

  • Sanjeevi J, Houlihan D, Bergstrom KA, Langley MM, Judkins J. A review of child sexual abuse: impact, risk, and resilience in the context of culture. J Child Sex Abus. 2018;27:622–41.

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  • Attack resilient IoT security framework using multi head attention based representation learning with improved white shark optimization algorithm

    Attack resilient IoT security framework using multi head attention based representation learning with improved white shark optimization algorithm

    This paper presents an MHAID-IWSOA methodology for IoT networks. The technique mainly intends to enhance the cybersecurity detection and migration model using advanced optimization techniques. Figure 2 signifies the entire flow of the method.

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