Giulia Lioi

Publications

Article dans une revue (12)

EEG-fMRI neurofeedback versus motor imagery after stroke, a randomized controlled trial Simon Butet,Mathis Fleury,Quentin Duché,Elise Bannier,Giulia Lioiet al. Journal of NeuroEngineering and Rehabilitation, 2025, 22 (1), pp.67. ⟨10.1186/s12984-025-01598-9⟩ Article dans une revue hal-05007645v1
Structure–function coupling and decoupling during movie watching and resting state: Novel insights bridging EEG and structural imaging Venkatesh Subramanian,Giulia Lioi,Karim Jerbi,Nicolas Farrugia Imaging Neuroscience, 2025, 3, pp.a_00448. ⟨10.1162/imag_a_00448⟩ Article dans une revue hal-05245591v1
Evaluating lesion-specific preprocessing pipelines for rs-fMRI in stroke patients: Impact on functional connectivity and behavioral prediction Alix Lamouroux,Julie Coloigner,Pierre Maurel,Nicolas Farrugia,Giulia Lioi Imaging Neuroscience, 2025, 3, pp.1-16. ⟨10.1162/IMAG.a.6⟩ Article dans une revue hal-05115858v1
fMRIStroke: A preprocessing pipeline for fMRI Data from Stroke patients Alix Lamouroux,Giulia Lioi,Julie Coloigner,Pierre Maurel,Nicolas Farrugia Journal of Open Source Software, 2024, 9 (103), pp.6636. ⟨10.21105/joss.06636⟩ Article dans une revue hal-04837034v1
A Strong and Simple Deep Learning Baseline for BCI Motor Imagery Decoding Yassine El Ouahidi,Vincent Gripon,Bastien Pasdeloup,Ghaith Bouallegue,Nicolas Farrugiaet al. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024, 32, pp.3338-3347. ⟨10.1109/TNSRE.2024.3451010⟩ Article dans une revue hal-05002793v1
Easy—Ensemble Augmented-Shot-Y-Shaped Learning: State-of-The-Art Few-Shot Classification with Simple Components Yassir Bendou,Yuqing Hu,Raphael Lafargue,Giulia Lioi,Bastien Pasdeloupet al. Journal of Imaging, 2022, 8 (7), pp.179. ⟨10.3390/jimaging8070179⟩ Article dans une revue hal-03714237v1
Gradients of connectivity as graph Fourier bases of brain activity Giulia Lioi,Vincent Gripon,Abdelbasset Brahim,François Rousseau,Nicolas Farrugia Network Neuroscience, 2021, 5 (2), pp.322-336. ⟨10.1162/netn_a_00183⟩ Article dans une revue hal-03238786v1
The impact of Neurofeedback on effective connectivity networks in chronic stroke patients: an exploratory study Giulia Lioi,Adolfo Veliz,Julie Coloigner,Quentin Duché,Simon Butetet al. Journal of Neural Engineering, 2021, 18 (5), pp.056052. ⟨10.1088/1741-2552/ac291e⟩ Article dans une revue hal-03354296v1
Beta and Theta Oscillations Correlate With Subjective Time During Musical Improvisation in Ecological and Controlled Settings: A Single Subject Study Nicolas Farrugia,Alix Lamouroux,Christophe Rocher,Jules Bouvet,Giulia Lioi Frontiers in Neuroscience, 2021, 15, ⟨10.3389/fnins.2021.626723⟩ Article dans une revue hal-03331383v1
A Multi-Target Motor Imagery Training Using Bimodal EEG-fMRI Neurofeedback: A Pilot Study in Chronic Stroke Patients Giulia Lioi,Simon Butet,Mathis Fleury,Elise Bannier,Anatole Lécuyeret al. Frontiers in Human Neuroscience, 2020, 14, pp.1-13. ⟨10.3389/fnhum.2020.00037⟩ Article dans une revue hal-02491848v1
A Survey on the Use of Haptic Feedback for Brain-Computer Interfaces and Neurofeedback Mathis Fleury,Giulia Lioi,Christian Barillot,Anatole Lécuyer Frontiers in Neuroscience, 2020, 1, ⟨10.3389/fnins.2020.00528⟩ Article dans une revue hal-02459828v2
Simultaneous EEG-fMRI during a neurofeedback task, a brain imaging dataset for multimodal data integration Giulia Lioi,Claire Cury,Lorraine Perronnet,Marsel Mano,Elise Bannieret al. Scientific Data , 2020, 7 (1), pp.1-15. ⟨10.1038/s41597-020-0498-3⟩ Article dans une revue hal-02865965v1

Communication dans un congrès (20)

Optimized Multilayer Graphs for Integrating Functional and Structural Connectivity in Alzheimer's Disease Classification Carlo Ferritto,Pierre-Yves Jonin,Giulia Lioi,Julie Coloigner NetSci 2025 - International School and Conference on Network Science, Jun 2025, Maastricht, Netherlands. pp.1-1 Communication dans un congrès hal-05238559v1
Data-driven identification of functional network changes in Neurofeedback stroke rehabilitation: A clinical validation of network-based statistics Alix Lamouroux,Julie Coloigner,Pierre Maurel,Nicolas Farrugia,Isabelle Bonanet al. EUSIPCO 2025 - 33rd European Signal Processing Conference, Sep 2025, Palerme, Italy. pp.1522-1526 Communication dans un congrès hal-05271292v1
Integrating Functional and Structural Brain Connectomes: a novel multilayer graphs framework for Alzheimer's disease classification Carlo Ferritto,Giulia Lioi,Pierre-Yves Jonin,Julie Coloigner EUSIPCO 2025 - 33rd European Signal Processing Conference, Sep 2025, Isola delle Femmine, Italy. pp.1-4 Communication dans un congrès hal-05238535v1
Two Modalities, One Network: A Multilayer Graph Framework for Alzheimer's Disease Biomarkers Carlo Ferritto,Giulia Lioi,Pierre-Yves Jonin,Julie Coloigner BraYn 2025 - 8 th Conference, the Brainstorming Research Assembly for Young Neuroscientists, Oct 2025, Turin, Italy Communication dans un congrès hal-05384103v1
Unsupervised Adaptive Deep Learning Method For BCI Motor Imagery Decoding Yassine El Ouahidi,Giulia Lioi,Nicolas Farrugia,Bastien Pasdeloup,Vincent Gripon EUSIPCO 2024: 32nd European Signal Processing Conference, Aug 2024, Lyon, France. ⟨10.23919/EUSIPCO63174.2024.10715003⟩ Communication dans un congrès hal-04645175v1
Un modèle statistique pour prédire la généralisation dans des tâches de classification avec peu d'exemples Yassir Bendou,Giulia Lioi,Bastien Pasdeloup,Vincent Gripon GRETSI : 29ème colloque du Groupement de Recherche en Traitement du Signal et des Images, 2023, Grenoble, France Communication dans un congrès hal-04644714v1
Spatial Graph Signal Interpolation with an Application for Merging BCI Datasets with Various Dimensionalities Yassine El Ouahidi,Lucas Drumetz,Giulia Lioi,Nicolas Farrugia,Bastien Pasdeloupet al. ICASSP 2023: IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2023, Rhodes Island, Greece. pp.1-5, ⟨10.1109/ICASSP49357.2023.10097201⟩ Communication dans un congrès hal-04173113v1
A Statistical Model for Predicting Generalization in Few-Shot Classification Yassir Bendou,Vincent Gripon,Bastien Pasdeloup,Giulia Lioi,Lukas Mauchet al. EUSIPCO 2023: 31st European Signal Processing Conference, Sep 2023, Helsinki, Finland. pp.1260-1264, ⟨10.23919/EUSIPCO58844.2023.10289951⟩ Communication dans un congrès hal-05002766v1
Interpolation spatiale de signaux sur graphes avec une application pour la fusion d'ensembles de données EEG de diverses dimensions Yassine El Ouahidi,Lucas Drumetz,Giulia Lioi,Nicolas Farrugia,Bastien Pasdeloupet al. GRETSI : 29ème colloque du Groupement de Recherche en Traitement du Signal et des Images, 2023, Grenoble, France Communication dans un congrès hal-04644669v1
Interpolation spatiale de signaux sur graphes avec une application pour la fusion d'ensembles de données EEG de diverses dimensions Yassine El Ouahidi,Lucas Drumetz,Giulia Lioi,Nicolas Farrugia,Bastien Pasdeloupet al. GRETSI'23: XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France Communication dans un congrès hal-04507161v1
Pruning Graph Convolutional Networks to Select Meaningful Graph Frequencies for FMRI Decoding Yassine El Ouahidi,Hugo Tessier,Giulia Lioi,Nicolas Farrugia,Bastien Pasdeloupet al. EUSIPCO 2022: 30th European Signal Processing Conference, Aug 2022, Belgrade, Serbia. pp.937-941, ⟨10.23919/EUSIPCO55093.2022.9909966⟩ Communication dans un congrès hal-04173125v1
Élagage de réseaux de neurones convolutifs sur graphes pour la sélection de fréquences significatives pour le décodage d'IRMf Yassine El Ouahidi,Hugo Tessier,Giulia Lioi,Nicolas Farrugia,Bastien Pasdeloupet al. GRETSI 2022 : 28ème colloque du Groupement de Recherche en Traitement du Signal et des Images, Sep 2022, Nancy, France Communication dans un congrès hal-03696640v1
Few-Shot Decoding of Brain Activation Maps Myriam Bontonou,Giulia Lioi,Nicolas Farrugia,Vincent Gripon EUSIPCO 2021: 29th European Signal Processing Conference, Aug 2021, Dublin, Ireland. pp.1326-1330, ⟨10.23919/EUSIPCO54536.2021.9616158⟩ Communication dans un congrès hal-03675137v1
Impact of 1D and 2D visualisation on EEG-fMRI neurofeedback training during a motor imagery task. Claire Cury,Giulia Lioi,Lorraine Perronnet,Anatole Lécuyer,Pierre Maurelet al. ISBI 2020 - IEEE International Symposium on Biomedical Imaging, Apr 2020, Iowa City, United States. pp.1-4 Communication dans un congrès inserm-02489459v2
The use of haptic feedback in Brain-Computer Interfaces and Neurofeedback Mathis Fleury,Giulia Lioi,Christian Barillot,Anatole Lécuyer CORTICO 2019 - Journée Jeunes Chercheurs en Interfaces Cerveau-Ordinateur et Neurofeedback, Mar 2019, Lille, France Communication dans un congrès hal-02387408v1
Efficacy of EEG-fMRI Neurofeedback in stroke in relation to the DTI structural damage: a pilot study Giulia Lioi,Simon Butet,Mathis Fleury,Anatole Lécuyer,Isabelle Bonanet al. OHBM 2019 - 25th Annual Meeting of the Organization for Human Brain Mapping, Jun 2019, Rome, Italy. pp.1-4 Communication dans un congrès hal-02265495v1
The use of haptic feedback in Brain-Computer Interfaces and Neurofeedback Mathis Fleury,Giulia Lioi,Christian Barillot,Anatole Lécuyer rtFIN 2019 - Real Time Functional Imaging and Neurofeedback, Dec 2019, Maastricht, Netherlands Communication dans un congrès hal-02387400v1
A multi-target motor imagery training using EEG-fMRI Neurofeedback: an exploratory study on stroke Simon Butet,Giulia Lioi,Mathis Fleury,Anatole Lécuyer,Christian Barillotet al. OHBM 2019- Orgaization for Human Brain Mapping, Jun 2019, Rome, Italy. pp.1-4 Communication dans un congrès hal-02265496v1
Bimodal EEG-fMRI Neurofeedback for upper motor limb rehabilitation: a pilot study on chronic patients Giulia Lioi,Simon Butet,Mathis Fleury,Claire Cury,Elise Bannieret al. rtFIN 2019 - Real Time Functional Imaging and Neurofeedback, Dec 2019, Maastricht, Netherlands. pp.1-2 Communication dans un congrès hal-02383532v3
Learning bi-modal EEG-fMRI neurofeedback to improve neurofeedback in EEG only Claire Cury,Pierre Maurel,Giulia Lioi,Rémi Gribonval,Christian Barillot Real-Time Functional Imaging and Neurofeedback, Dec 2019, Maastricht, Netherlands. pp.1-2, ⟨10.1101/599589⟩ Communication dans un congrès inserm-02368720v1

Poster de conférence (3)

The effect of neurofeedback training on effective connectivity assessed with dynamic causal modeling in stroke patients – a pilot study Giulia Lioi,Adolfo Veliz,Julie Coloigner,Quentin Duché,Simon Butetet al. WFNR 2020 - World Federation For NeuroRehabilitation, Oct 2020, Lyon, France Poster de conférence hal-03354319v1
Feasibility of a multi-session EEG-fMRI Neurofeedback training – preliminary results from a randomized controlled study in chronic stroke patients Simon Butet,Quentin Duché,Giulia Lioi,Mathis Fleury,Emilie Leveque-Le Barset al. WFNR 2020 - World Federation for NeuroRehabilitation, Oct 2020, Lyon, France Poster de conférence hal-03354325v1
Bimodal EEG-fMRI Neurofeedback for stroke rehabilitation Giulia Lioi,Mathis Fleury,Simon Butet,Anatole Lécuyer,Christian Barillotet al. ISPRM 2018 -International Society of Physical and Rehabilitation Medicine, Jul 2018, Paris, France Poster de conférence inserm-01932954v1

Chapitre d'ouvrage (1)

L'imagerie cérébrale au service de la rééducation Claire Cury,Isabelle Bonan,Anatole Lécuyer,Giulia Lioi Le corps en images. Les nouvelles imageries pour la santé, CNRS Editions, pp.141-152, 2022 Chapitre d'ouvrage hal-03690524v1

Pré-publication, Document de travail (2)

Mind the Brain Age: How Segmentation and Template Selection Reshape Structural Connectomes Carlo Ferritto,Giulia Lioi,Pierre-Yves Jonin,Julie Coloigner 2026 Pré-publication, Document de travail hal-05446129v1
Learning 2-in-1: Towards Integrated EEG-fMRI-Neurofeedback Lorraine Perronnet,Anatole Lécuyer,Marsel Mano,Mathis Fleury,Giulia Lioiet al. 2020 Pré-publication, Document de travail hal-02522245v1