Clinical Research & Scientific Publications

Explore BIOSerenity’s clinical research activities, scientific publications, conference abstracts, and medical posters in electrophysiology, neurology, cardiology, and sleep medicine.

Our research highlights ongoing advances in AI-powered diagnostics, connected healthcare technologies, and patient care innovation.

Leading Experts in Device Validation, Vast Real World Database.
Our Large Brain Model and biomarkers lead to new discoveries in neurology.

1-6 of 20 results

- 2026
A multimodal sleep foundation model for disease prediction

Paper

Rahul Thapa, Magnus Ruud Kjaer, Bryan He, Ian Covert, Hyatt Moore IV, Umaer Hanif, Gauri Ganjoo, M. Brandon Westover, Poul Jennum, Andreas Brink-Kjaer, Emmanuel Mignot & James Zou

Nat Med

January 2026

https://doi.org/10.1038/s41591-025-04133-4
- 2025
EEG foundation models

Oral Presentation

Ulysse Gimenez

AWS Healthcare Day, Paris

November 2025
- 2025
Leveraging Self-Supervised EEG Foundation Models for Data-Efficient and Clinically Robust Neurological Diagnostics

Oral Presentation

Guillaume Jubien, Ruggero Bettinardi, Aurore Bussalb, Mohamed Rahmouni, Francois Le Gac, Ulysse Gimenez

AI for Health, Paris – Award of Best Scientific Abstract

November 2025
- 2025
The Clinical Impact of Periodic Limb Movements: Under-Recognition in Sleep Disordered Breathing and Associations with Key Outcomes in 493,085 Patients

Paper

Yoel Green, Umaer Hanif, Katie Cederberg, Hyatt Moore, Ulysse Gimenez, Emmanuel Mignot

Sleep

May 2025

https://academic.oup.com/sleep/article/48/Supplement_1/A214/8134882?login=false
- 2025
Automatic detection of abnormal clinical EEG: comparison of a finetuned foundation model with two deep learning models

Paper

Aurore Bussalb, François Le Gac, Guillaume Jubien, Mohamed Rahmouni, Ruggero G. Bettinardi, Pedro Marinho R. de Oliveira, Phillipe Derambure, Nicolas Gaspard, Jacques Jonas, Louis Maillard, Laurent Vercueil, Hervé Vespignani, Philippe Laval, Laurent Koessler, Ulysse Gimenez

arXiv (Submitted)

May 2025

https://arxiv.org/abs/2505.21507
- 2025
BIOSerenity-E1: a self-supervised EEG model for medical applications

Paper

Ruggero G. Bettinardi†, Mohamed Rahmouni†, Ulysse Gimenez (†contributed equally)

arXiv

March 2025

https://arxiv.org/abs/2503.10362

Research

Clinical Research & Scientific Publications

Explore BIOSerenity’s clinical research activities, scientific publications, conference abstracts, and medical posters in electrophysiology, neurology, cardiology, and sleep medicine.

A multimodal sleep foundation model for disease prediction

EEG foundation models

Leveraging Self-Supervised EEG Foundation Models for Data-Efficient and Clinically Robust Neurological Diagnostics

The Clinical Impact of Periodic Limb Movements: Under-Recognition in Sleep Disordered Breathing and Associations with Key Outcomes in 493,085 Patients

Automatic detection of abnormal clinical EEG: comparison of a finetuned foundation model with two deep learning models

BIOSerenity-E1: a self-supervised EEG model for medical applications

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