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Beautiful Sunset
Hi there 👋 I’m Giuseppe a PhD student @ Predictive Neuroscience Lab

Medical scientist at Clinic for Neurology of the University Hospital Essen (Germany). My research is about Human-Computer Interaction, Neuroimaging and Artificial Intelligence.

email: giuseppe.gallitto@uk.essen.de

  • 🔭 I’m currently working on Artificial Intelligence for Brain Imaging data
  • 🌱 I’m always learning about Machine Learning and Software Development
  • 👯 I’m looking to collaborate on Open Science / Open Data
  • 📫 How to reach me: Mastodon, Bluesky, LinkedIn, X
Experience

  1. Medical Scientist
    University Hospital Essen
    Jan 2021 - Present
    Essen, North Rhine-Westphalia, Germany
    Implementation and application of Machine Learning models for the CRC Treatment Expectation | TRR 289 project.

  2. Research Fellow
    University of Trento
    Mar 2020 - Dec 2020
    Rovereto, Trentino-Alto Adige, Italy
    Implementation of methods and visual interfaces to support end-users in successfully managing IoT smart environments.

  3. Research Collaborator
    University of Trento
    Dec 2018 - Dec 2019
    Rovereto, Trentino-Alto Adige, Italy
    Implementation of setups for the acquisition and analysis of EEG/fMRI, oculomotor and polysomnographic data from participants with typical development and Autism Spectrum Disorders (ASD).

Education

  1. University of Duisburg-Essen
    Doctor of Philosophy - PhD
    Artificial Intelligence for Brain Imaging Research
    2021 - Present

  2. University of Trento
    Master’s degree in Cognitive Neuroscience
    2014 - 2016

  3. University of Enna “Kore”
    Bachelor’s degree in Psychology
    2010 - 2013

Publications

External validation of machine learning models-registered models and adaptive sample splitting. bioRxiv · Dec 1, 2023 · Open Publication

Connectome-Based Attractor Dynamics Guide Brain Activity in Rest, Task, and Disease. bioRxiv · Nov 5, 2023 · Open Publication

The past, present, and future of the brain imaging data structure (BIDS). arXiv · Sep 11, 2023 · Open Publication

Improving Mental Models in IoT End-User Development. Human-centric Computing and Information Sciences · Oct 19, 2022 · Open Publication

Increased Entropic Brain Dynamics during DeepDream-Induced Altered Perceptual Phenomenology. Entropy · Jun 29, 2021 · Open Publication

If when is better than if (and while might help): on the importance of influencing mental models in EUD (a pilot study). CEUR-WS.org · Sep 29, 2020 · Open Publication

A Joint Modelling Approach to Analyze Risky Decisions by Means of Diffusion Tensor Imaging and Behavioural Data. Brain Sciences · Mar 1, 2020 · Open Publication

Brain–Machine Interface Induced Morpho-Functional Remodeling of the Neural Motor System in Severe Chronic Stroke. Neurotherapeutics · Dec 4, 2019 · Open Publication