Giulia Lioi
- Département Mathematical and Electrical Engineering (IMT Atlantique - MEE)
- Equipe Better Representations for Artificial Intelligence (Lab_STICC_BRAIn)
Compétences
Publications
Publications
Optimized Multilayer Graphs for Integrating Functional and Structural Connectivity in Alzheimer's Disease ClassificationNetSci 2025 - International School and Conference on Network Science, Jun 2025, Maastricht, Netherlands. pp.1-1 |
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Data-driven identification of functional network changes in Neurofeedback stroke rehabilitation: A clinical validation of network-based statisticsEUSIPCO 2025 - 33rd European Signal Processing Conference, Sep 2025, Palerme, Italy. pp.1522-1526 |
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Integrating Functional and Structural Brain Connectomes: a novel multilayer graphs framework for Alzheimer's disease classificationEUSIPCO 2025 - 33rd European Signal Processing Conference, Sep 2025, Isola delle Femmine, Italy. pp.1-4 |
Two Modalities, One Network: A Multilayer Graph Framework for Alzheimer's Disease BiomarkersBraYn 2025 - 8 th Conference, the Brainstorming Research Assembly for Young Neuroscientists, Oct 2025, Turin, Italy |
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Unsupervised Adaptive Deep Learning Method For BCI Motor Imagery DecodingEUSIPCO 2024: 32nd European Signal Processing Conference, Aug 2024, Lyon, France. ⟨10.23919/EUSIPCO63174.2024.10715003⟩ |
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Un modèle statistique pour prédire la généralisation dans des tâches de classification avec peu d'exemplesGRETSI : 29ème colloque du Groupement de Recherche en Traitement du Signal et des Images, 2023, Grenoble, France |
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Spatial Graph Signal Interpolation with an Application for Merging BCI Datasets with Various DimensionalitiesICASSP 2023: IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2023, Rhodes Island, Greece. pp.1-5, ⟨10.1109/ICASSP49357.2023.10097201⟩ |
A Statistical Model for Predicting Generalization in Few-Shot ClassificationEUSIPCO 2023: 31st European Signal Processing Conference, Sep 2023, Helsinki, Finland. pp.1260-1264, ⟨10.23919/EUSIPCO58844.2023.10289951⟩ |
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Interpolation spatiale de signaux sur graphes avec une application pour la fusion d'ensembles de données EEG de diverses dimensionsGRETSI : 29ème colloque du Groupement de Recherche en Traitement du Signal et des Images, 2023, Grenoble, France |
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Interpolation spatiale de signaux sur graphes avec une application pour la fusion d'ensembles de données EEG de diverses dimensionsGRETSI'23: XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France |
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Pruning Graph Convolutional Networks to Select Meaningful Graph Frequencies for FMRI DecodingEUSIPCO 2022: 30th European Signal Processing Conference, Aug 2022, Belgrade, Serbia. pp.937-941, ⟨10.23919/EUSIPCO55093.2022.9909966⟩ |
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Élagage de réseaux de neurones convolutifs sur graphes pour la sélection de fréquences significatives pour le décodage d'IRMfGRETSI 2022 : 28ème colloque du Groupement de Recherche en Traitement du Signal et des Images, Sep 2022, Nancy, France |
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Few-Shot Decoding of Brain Activation MapsEUSIPCO 2021: 29th European Signal Processing Conference, Aug 2021, Dublin, Ireland. pp.1326-1330, ⟨10.23919/EUSIPCO54536.2021.9616158⟩ |
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Impact of 1D and 2D visualisation on EEG-fMRI neurofeedback training during a motor imagery task.ISBI 2020 - IEEE International Symposium on Biomedical Imaging, Apr 2020, Iowa City, United States. pp.1-4 |
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The use of haptic feedback in Brain-Computer Interfaces and NeurofeedbackCORTICO 2019 - Journée Jeunes Chercheurs en Interfaces Cerveau-Ordinateur et Neurofeedback, Mar 2019, Lille, France |
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Efficacy of EEG-fMRI Neurofeedback in stroke in relation to the DTI structural damage: a pilot studyOHBM 2019 - 25th Annual Meeting of the Organization for Human Brain Mapping, Jun 2019, Rome, Italy. pp.1-4 |
The use of haptic feedback in Brain-Computer Interfaces and NeurofeedbackrtFIN 2019 - Real Time Functional Imaging and Neurofeedback, Dec 2019, Maastricht, Netherlands |
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A multi-target motor imagery training using EEG-fMRI Neurofeedback: an exploratory study on strokeOHBM 2019- Orgaization for Human Brain Mapping, Jun 2019, Rome, Italy. pp.1-4 |
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Bimodal EEG-fMRI Neurofeedback for upper motor limb rehabilitation: a pilot study on chronic patientsrtFIN 2019 - Real Time Functional Imaging and Neurofeedback, Dec 2019, Maastricht, Netherlands. pp.1-2 |
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Learning bi-modal EEG-fMRI neurofeedback to improve neurofeedback in EEG onlyReal-Time Functional Imaging and Neurofeedback, Dec 2019, Maastricht, Netherlands. pp.1-2, ⟨10.1101/599589⟩ |
The effect of neurofeedback training on effective connectivity assessed with dynamic causal modeling in stroke patients – a pilot studyWFNR 2020 - World Federation For NeuroRehabilitation, Oct 2020, Lyon, France |
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Feasibility of a multi-session EEG-fMRI Neurofeedback training – preliminary results from a randomized controlled study in chronic stroke patientsWFNR 2020 - World Federation for NeuroRehabilitation, Oct 2020, Lyon, France |
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Bimodal EEG-fMRI Neurofeedback for stroke rehabilitationISPRM 2018 -International Society of Physical and Rehabilitation Medicine, Jul 2018, Paris, France |
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L'imagerie cérébrale au service de la rééducationLe corps en images. Les nouvelles imageries pour la santé, CNRS Editions, pp.141-152, 2022 |
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Mind the Brain Age: How Segmentation and Template Selection Reshape Structural Connectomes2026 |
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Learning 2-in-1: Towards Integrated EEG-fMRI-Neurofeedback2020 |