Publications

Life Sciences

Overfeeding induces adipose tissue release of distinct mitochondria

Joshua Goodman, Chloé Berland, Rajesh Soni, Anthony Ferrante

Cell Reports - 2025

Biological Physics

Monitoring the ribosome dynamics at the single molecule level

Baptiste Bouhet, Sandra Blanchet, Charles Truong, Olivier Namy, Karen Perronet

Congrès Général de la Société Française de Physique - 2025

Signal and Image processing

A Symbolic Approach for Task-related Gaze Classification

Quentin Laborde, Laurent Oudre, Pierre Humbert, Ioannis Bargiotas

47th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, - 2025

Neuroscience

Vision toolkit part 1. Neurophysiological foundations and experimental paradigms in eye-tracking research: a review

Eye-tracking research offers valuable insights into human gaze behavior by examining the neurophysiological mechanisms that govern eye movements and their dynamic interactions with external stimuli. This review explores the foundational principles…

Quentin Laborde, Axel Roques, Matthieu Robert, Allan Armougum, Nicolas Vayatis, Ioannis Bargiotas, Laurent Oudre, Pierre-Paul Vidal

Frontiers in Physiology - 2025

Neuroscience

Continuous Assessment of Mental Workload During Complex Human–Machine Interaction: Inferring Cognitive State from Signals External to the Operator

The use of complex human–machine interfaces (HMIs) has grown rapidly over the last few decades in both industrial and personal contexts. Now more than ever, the study of mental workload (MWL) in HMI operators appears essential: when mental demand…

Axel Roques, Dimitri Keriven Serpollet, Alice Nicolaï, Stéphane Buffat, Yannick James, Nicolas Vayatis, Ioannis Bargiotas, Pierre-Paul Vidal

Sensors - 2025

Machine Learning

413. Resilience and Adolescent Brain Structure Protective Features: A Confirmation and Machine Learning Study

Gabriel Chan, Julia Ruiz-Fernández, Marie-Laure Paillère Martinot, Ioannis Bargiotas, Nicolas Vayatis, Eric Artiges, Jean-Luc Martinot

Biological Psychiatry - 2025

Statistics Theory

Graph-based machine learning for detection tasks on complex systems

Recent technological advances have increased our capacity to monitor many aspects of daily life or natural phenomena by collecting and analyzing data in real-time coming from multiple data sources. For example, public transportation systems monitor…

Alejandro David de la Concha Duarte

Statistics

Segregation in Cities

Laetitia Gauvin, Julien Randon-Furling

Diego Rybski - 2025

Engineering Sciences

High-precision cable force identification in bridges: a data-driven approach integrating digital twins and transfer learning

This paper proposes a novel data-driven framework for accurate cable force monitoring in bridges, which is crucial for ensuring structural integrity and extending service life. Leveraging the power of Digital Twins (DT), a comprehensive dataset of…

Xingjun Gao, Mengkai Wang, Gongfa Chen, David Bassir, Mingjun Zhang

Discover Mechanical Engineering - 2025

Life Sciences

MRI‐Based Score to Recognize Thalamic Glioma Grade in Children: Morphology, Diffusion, and Arterial‐Spin‐Labeling Perfusion

Purpose: Thalamic gliomas are found predominantly in children and can be classified into two main types with different prognoses and management: diffuse midline glioma (DMG) H3K27-altered and low-grade glioma (LGG). Our aim was to find imaging…

Alexis Plasse, Raphael Levy, Arnault Tauziède‐espariat, Thibault Agripnidis, Jean-François Hak, Charles-Joris Roux, Thomas Samoyeau, Alexis Ollitrault, Kevin Beccaria, Lelio Guida, Thomas Blauwblomme, Jacques Grill, Christelle Dufour, Léa Guerrini-Rousseau, Franck Bourdeaut, François Doz, Pascale Varlet, Nathalie Boddaert, Volodia Dangouloff‐ros, Jean‐françois Hak, Charles‐joris Roux

Pediatric Blood and Cancer - 2025