Luigi Fiorillo

Luigi Fiorillo

Universität Bern

H-index: 5

Europe-Switzerland

About Luigi Fiorillo

Luigi Fiorillo, With an exceptional h-index of 5 and a recent h-index of 5 (since 2020), a distinguished researcher at Universität Bern, specializes in the field of deep learning, machine learning, sleep medicine.

His recent articles reflect a diverse array of research interests and contributions to the field:

Quantifying dynamics of sleep in subjects with sleep-disordered breathing: towards new biomarkers

Automatic sleep scoring via deep learning: do it at home!

Comparison analysis between standard polysomnographic data and in-ear-EEG signals: A preliminary study

Bridging AI and Clinical Practice: Integrating Automated Sleep Scoring Algorithm with Uncertainty-Guided Physician Review

Deep Generative Models: The winning key for large and easily accessible ECG datasets?

Multi-scored sleep databases: how to exploit the multiple-labels in automated sleep scoring

U-Sleep’s resilience to AASM guidelines

Wearables in the home-based assessment of abnormal movements in Parkinson’s disease: a systematic review of the literature

Luigi Fiorillo Information

University

Position

PhD Student

Citations(all)

325

Citations(since 2020)

324

Cited By

30

hIndex(all)

5

hIndex(since 2020)

5

i10Index(all)

3

i10Index(since 2020)

3

Email

University Profile Page

Google Scholar

Luigi Fiorillo Skills & Research Interests

deep learning

machine learning

sleep medicine

Top articles of Luigi Fiorillo

Quantifying dynamics of sleep in subjects with sleep-disordered breathing: towards new biomarkers

Sleep Medicine

2024/2/1

Automatic sleep scoring via deep learning: do it at home!

Sleep Medicine

2024/2/1

Comparison analysis between standard polysomnographic data and in-ear-EEG signals: A preliminary study

arXiv preprint arXiv:2401.10107

2024/1/18

Bridging AI and Clinical Practice: Integrating Automated Sleep Scoring Algorithm with Uncertainty-Guided Physician Review

arXiv preprint arXiv:2312.14996

2023/12/22

Luigi Fiorillo
Luigi Fiorillo

H-Index: 1

Athina Tzovara
Athina Tzovara

H-Index: 15

Deep Generative Models: The winning key for large and easily accessible ECG datasets?

2023/11/2

Luigi Fiorillo
Luigi Fiorillo

H-Index: 1

Athina Tzovara
Athina Tzovara

H-Index: 15

Multi-scored sleep databases: how to exploit the multiple-labels in automated sleep scoring

Sleep

2023/5/1

U-Sleep’s resilience to AASM guidelines

NPJ digital medicine

2023/3/6

Wearables in the home-based assessment of abnormal movements in Parkinson’s disease: a systematic review of the literature

2022/1/6

Luigi Fiorillo
Luigi Fiorillo

H-Index: 1

Panagiotis Bargiotas
Panagiotis Bargiotas

H-Index: 14

Deepsleepnet-lite: A simplified automatic sleep stage scoring model with uncertainty estimates

IEEE transactions on neural systems and rehabilitation engineering

2021/10/14

Luigi Fiorillo
Luigi Fiorillo

H-Index: 1

Paolo Favaro
Paolo Favaro

H-Index: 31

Temporal dependency in automatic sleep scoring via deep learning based architectures: An empirical study

2020/7/20

Personalized Sleep Spindle Detection in Whole Night Polysomnography

2020/7/20

Luigi Fiorillo
Luigi Fiorillo

H-Index: 1

Valentina Agostini
Valentina Agostini

H-Index: 20

See List of Professors in Luigi Fiorillo University(Universität Bern)

Co-Authors

academic-engine