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Luca  Giudice

Luca Giudice

Postdoctoral Researcher

Bioinformatician | Data Scientist

A.I. Virtanen Institute for Molecular Sciences, Faculty of Health Sciences

[email protected]

I am the first in Italy to have completed a full academic career in Bioinformatics. As a Postdoctoral Researcher, I specialize in bioinformatics, data analysis, network science, and artificial intelligence. I focus on developing and applying machine learning to patient similarity networks for investigating neurological disorders, such as Simpati and StellarPath methods to study Alzheimer’s disease and Stroke. I am particularly interested in networks because they transform complex data into interpretable graphs (helping in pattern recognition), and offer an interpretable and explanative data structure for machine learning algorithms. My experience includes successfully solving real biological problems, collaborating with experts in various scientific fields, and self-learning mathematical and biomedical concepts.

Publications

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