Luigi Fiorillo, PhD

Luigi Fiorillo, PhD

I am a researcher specialized in Biomedical Signal Processing and Machine Learning, with a focus on sleep electrophysiology and neurodegenerative disorders.

My Academic Contributions

ORCID
Google Scholar

SLEEPYLAND: Automatic Sleep Staging

Rossi, Alvise Dei, et al. "SLEEPYLAND: trust begins with fair evaluation of automatic sleep staging models." npj Digital Medicine (2025).
Rossi, Alvise Dei, et al. "NAP: Attention-Based Late Fusion for Automatic Sleep Staging." arXiv preprint arXiv:2511.03488 (2025).
Bechny, Michal, et al. "Beyond accuracy: a framework for evaluating algorithmic bias and performance, applied to automated sleep scoring." Scientific Reports 15.1 (2025): 21421.
GitHub repository
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Levodopa-Induced Dyskinesia in PD

Fiorillo, Luigi, et al. "Altered wakeful theta activity characterizes levodopa-induced dyskinesia in Parkinson’s disease." npj Parkinson's Disease (2026).