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    Article

    Decoding movement intent patterns based on spatiotemporal and adaptive filtering method towards active motor training in stroke rehabilitation systems

    Upper extremity (UE) neuromuscular dysfunction critically affects post-stroke patients from performing activities of daily life. In this regard, various rehabilitation robotics have been developed for providin...

    Oluwarotimi Williams Samuel, Mojisola Grace Asogbon in Neural Computing and Applications (2021)

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    Open Access

    Towards image-based cancer cell lines authentication using deep neural networks

    Although short tandem repeat (STR) analysis is available as a reliable method for the determination of the genetic origin of cell lines, the occurrence of misauthenticated cell lines remains an important issue...

    Deogratias Mzurikwao, Muhammad Usman Khan in Scientific Reports (2020)

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    Article

    Fully portable and wireless universal brain–machine interfaces enabled by flexible scalp electronics and deep learning algorithm

    Variation in human brains creates difficulty in implementing electroencephalography into universal brain–machine interfaces. Conventional electroencephalography systems typically suffer from motion artefacts, ...

    Musa Mahmood, Deogratias Mzurikwao, Yun-Soung Kim in Nature Machine Intelligence (2019)