Luigi Fiorillo, PhD
I am a researcher specialized in Biomedical Signal Processing and Machine Learning, with a focus on sleep electrophysiology and neurodegenerative disorders.
Luigi Fiorillo, PhD Email
Luigi Fiorillo, PhD Email
Luigi Fiorillo, PhD LinkedIn
Luigi Fiorillo, PhD LinkedIn
Luigi Fiorillo, PhD GitHub
Luigi Fiorillo, PhD GitHub
Luigi Fiorillo, PhD YouTube
Luigi Fiorillo, PhD YouTube
My Academic Contributions
ORCID
ORCID
Google Scholar
Google Scholar
University of Applied Sciences and Arts of Southern Switzerland - Cited by 712 - biomedical engineering - deep learning - machine learning - biomedical signal processing - sleep medicine
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. "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).
Rossi, Alvise Dei, et al. "NAP: Attention-Based Late Fusion for Automatic Sleep Staging." arXiv preprint arXiv:2511.03488 (2025).
Abstract page for arXiv paper 2511.03488: NAP: Attention-Based Late Fusion for Automatic Sleep Staging
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.
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
GitHub repository
A toolbox for sleep data analysis and sleep stage classification. If you use SLEEPYLAND in your research, please cite: Rossi, A.D., Metaldi, M., Bechny, M. et al. SLEEPYLAND: trust begins with fai...
Docker Images
Docker Images
How to install SLEEPYLAND (MacOS)
SLEEPYLAND is a Python-based web application developed for the automated FAIR sleep staging analysis of large sleep datasets. Utilizing state-of-the-art mach...
Quickstart tutorial
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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).
Fiorillo, Luigi, et al. "Altered wakeful theta activity characterizes levodopa-induced dyskinesia in Parkinson’s disease." npj Parkinson's Disease (2026).
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