Fabio Magarelli

PhD Student

Contact Details:

Email: 121127482@umail.ucc.ie 

Fabio is a first-year PhD student at the Centre for Research Training in Artificial Intelligence,
University College Cork, where he is supervised by Professor Geraldine Boylan and Dr. John O’Toole.
His research is in the field of EEG data analysis and applied Machine Learning (ML)which is a subfield
of Artificial Intelligence applied to Medicine that is concerned with tools and techniques to
produce diagnostic instruments for clinicians in the field of Paediatrics such as EEG abnormalities and
patterns detection. Fabio holds a BSc. In Nursing and an MSc. in Computer Science. Prior to joining
the CRT-AI funded PhD programme, Fabio worked as a Research Assistant on the Delphi project at
Infant Research Centre in Cork University Hospital. The project aimed to produce a ML model to
detect and classify Hypoxic Ischemic Encephalopathy (HIE) in EEG data of term babies. Fabio has also
experience working as a Nurse, both in Beaumont Hospital (Dublin) and the Italian Red Cross, and as a
Software Developer in University College Dublin (UCD). In his spare time, Fabio enjoys DIY, software
development and electronics.