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davide-aloi/README.md

Hi there 👋

I am a Health Data Scientist, part of the Data Models and Pipelines team, focusing on developing and optimising medical data ETL pipelines (using Nextflow, Python, Bash, R, AWS) and on medical data standardisation with the OMOP Common Data Model, FHIR and medical ontologies (SNOMED, ICD10, etc).

My PhD projects involved both healthy and clinical data analyses (functional MRI, structural MRI, EEG, clinical scales).

Last PhD project:

  • I investigated the relationship between connectivity changes in the brain following brain stimulation (tDCS), and electric field characteristics as estimated by MRI-derived models (repository).
  • I am also reorganising all the functions and scripts I wrote during my PhD (repository). These are mainly MRI utilities or functions to visualise data / results from MRI/fMRI analyses. I will likely work on this project more once I finish with my PhD thesis.

📫 Contacts

📰 Publications

  • Aloi, D., Jalali, R., Calzolari, S., Lafanechere, M., Miall, R. C., & Fernández-Espejo, D. (2023). Multi-session tDCS paired with passive mobilisation increases thalamo-cortical coupling during command following. NeuroImage.

  • Aloi D., Jalali R., Tilsley P., Miall R. C., & Fernández-Espejo D. (2021). TDCS modulates effective connectivity during motor command following; a potential therapeutic target for disorders of consciousness. NeuroImage

  • Aloi D., della Rocchetta AI., Ditchfield A., Coulborn S., and Fernández-Espejo D. (2021) Therapeutic Use of Transcranial Direct Current Stimulation in the Rehabilitation of Prolonged Disorders of Consciousness. Frontiers in Neurology

  • Fernández-Espejo D., Aloi D., della Rocchetta AI., Hoad D., Greenwood R., Playford, E., Cruse D. (2020). Exploring the neural, behavioural, and clinical effects of transcranial direct current stimulation in patients with a Prolonged Disorder of Consciousness; protocol for a double-blind randomised crossover feasibility study. Research Square

Popular repositories Loading

  1. wp1_2_roast wp1_2_roast Public

    Correlation analysis of electric field characteristics and brain connectivity.

    Jupyter Notebook 7

  2. mri_scripts mri_scripts Public

    Jupyter Notebook 5 1

  3. davide-aloi davide-aloi Public

    1

  4. idmlp_project idmlp_project Public

    Repository for the final project of the course Introduction to Deep (Machine) Learning for Physicists 2022 (University of Warwick)

    Jupyter Notebook 1

  5. davide-aloi.github.io davide-aloi.github.io Public

    Personal website