Universita di GenovaUniGe ¦ MaLGaUniGe ¦ EcoSystemics

Results

Publications

TitleYearAuthorVenue
Long-range phase synchronization of high-frequency oscillations in human cortex2020Gabriele Arnulfo et al.Nature communications 11.1 (2020): 1-15.
Multi-task multiple kernel learning reveals relevant frequency bands for critical areas localization in focal epilepsy2018Vanessa D’Amario et al.Machine Learning for Healthcare Conference - PMLR
Classification of Epileptic Activity Through Temporal and Spatial Characterization of Intracranial Recordings2018Vanessa D’Amario et al.International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics. Springer, Cham

Conferences & Talks

  • Results

    Python in medicine: signal processing learning and visualization of temporal data

    Conference contribution

    EuroScipy 2018, 21/09/2018

    The analysis of high dimensional time series is nowadays of wide interest, not only in many fields of science but also for more practical and technical applications in industry. Python represents a convenient and easy way to: perform in optimal time mathematical operations, integrate signal processing tools import external libraries integrate the whole preprocessing procedure with learning tools visualize nicely/export through Bokeh for third parts which are not familiar to computers. In this talk I will describe a joint work to make sense out of electroencephalography data for the identification of the epileptogenic area in focal epilepsy patients.