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  1. Article

    Open Access

    CNN-based framework using spatial drop** for enhanced interpretation of neural activity in motor imagery classification

    Interpretation of brain activity responses using motor imagery (MI) paradigms is vital for medical diagnosis and monitoring. Assessed by machine learning techniques, identification of imagined actions is hinde...

    D. F. Collazos-Huertas, A. M. Álvarez-Meza, C. D. Acosta-Medina in Brain Informatics (2020)

  2. No Access

    Chapter and Conference Paper

    Kernel-Based Feature Relevance Analysis for ECG Beat Classification

    The analysis of Electrocardiogram (ECG) records for arrhythmia classification favors the develo** of aid diagnosis systems. However, current devices provide large amounts of data being necessary the developm...

    D. F. Collazos-Huertas, A. M. Álvarez-Meza in Pattern Recognition and Image Analysis (2015)