Portfolio of projects
Some of the many Data Science / ML / AI projects I have worked on 
Posts by Collection
portfolio
publications
Master Thesis : Effective connectivity analysis of brain networks in preterm infants
Published in University of Geneva, 2017
Recommended citation: “Loukas, S. Effective connectivity analysis of brain networks in preterm infants. Master Thesis, 2017”.
Journal Article : Music processing in preterm and full-term newborns: A psychophysiological interaction (PPI) approach in neonatal fMRI.
Published in NeuroImage, 2018
Download the paper here.
Journal Article : Longitudinal study of neonatal brain tissue volumes in preterm infants and their ability to predict neurodevelopmental outcome
Published in NeuroImage, 2018
Download the paper here.
PhD Thesis : Methods for functional connectivity and morphometry in neonatal neuroimaging to study neurodevelopment.
Published in Swiss Federal Institute of Technology Lausanne, 2021
Recommended citation: “Loukas, S. Methods for functional connectivity and morphometry in neonatal neuroimaging to study neurodevelopment. EPFL-THESIS-8854, 2021.””
Collection of Conference Abstracts
Published in International Society for Magnetic Resonance in Medicine (ISMRM), 2021
See the complete list here.
Journal Article : Musical memories in newborns: A resting-state functional connectivity study
Published in Human Brain Mapping, 2022
Download the paper here.
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience
Teaching Master classes at EPFL, Swiss Federal Institute of Technology Lausanne, Department of Electrical Engineering, 2017
I had been teaching master courses at the Swiss Federal Institute of Technology Lausanne (EPFL) for 4 years in the context of my PhD studies (from June 2017 to May 2021).