Jonas Richiardi

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 20

Top Topics

Magnetic Resonance

Functional Connectivity

Top Venues

Publications

Antoine Madrona, Sebastian Otálora, Elda Fischi Gomez, Veronica Ravano, Bénédicte Maréchal, Jean-Philippe Thiran, Tobias Kober, Roland Wiest, Richard McKinley, Jonas Richiardi, Jonathan Rafael-Patino
Federated Learning on Heterogeneous Diffusion-Weighted Imaging Data for Acute Stroke Infarct Segmentation. ISBI (2023)
Jaume Banus, Augustin Ogier, Roger Hullin, Philippe Meyer, Ruud B. van Heeswijk, Jonas Richiardi
Deep Spatio-Temporal Multiplex Graph Learning for Cardiac Imaging Classification. ICASSP (2023)
Tommaso Di Noto, Guillaume Marie, Sébastien Tourbier, Yasser Alemán-Gómez, Oscar Esteban, Guillaume Saliou, Meritxell Bach Cuadra, Patric Hagmann, Jonas Richiardi
Towards Automated Brain Aneurysm Detection in TOF-MRA: Open Data, Weak Labels, and Anatomical Knowledge. Neuroinformatics 21 (1) (2023)
Sophie Achard, Jean-François Coeurjolly, Pierre Lafaye de Micheaux, Hanâ Lbath, Jonas Richiardi
Inter-regional correlation estimators for functional magnetic resonance imaging. NeuroImage 282 (2023)
Nataliia Molchanova, Bénédicte Maréchal, Jean-Philippe Thiran, Tobias Kober, Till Huelnhagen, Jonas Richiardi
Fast refacing of MR images with a generative neural network lowers re-identification risk and preserves volumetric consistency. CoRR (2023)
Veronica Ravano, Jean-François Démonet, Daniel Damian, Reto Meuli, Gian Franco Piredda, Till Huelnhagen, Bénédicte Maréchal, Jean-Philippe Thiran, Tobias Kober, Jonas Richiardi
Neuroimaging Harmonization Using cGANs: Image Similarity Metrics Poorly Predict Cross-Protocol Volumetric Consistency. MLCN@MICCAI (2022)
Sebastian Otálora, Jonathan Rafael-Patino, Antoine Madrona, Elda Fischi Gomez, Veronica Ravano, Tobias Kober, Søren Christensen, Arsany Hakim, Roland Wiest, Jonas Richiardi, Richard McKinley
Weighting Schemes for Federated Learning in Heterogeneous and Imbalanced Segmentation Datasets. BrainLes@MICCAI (2022)
Benedetta Franceschiello, Tommaso Di Noto, Alexia Bourgeois, Micah M. Murray, Astrid Minier, Pierre Pouget, Jonas Richiardi, Paolo Bartolomeo, Fabio Anselmi
Machine learning algorithms on eye tracking trajectories to classify patients with spatial neglect. Comput. Methods Programs Biomed. 221 (2022)
Costa Georgantas, Jonas Richiardi
Multi-view Omics Translation with Multiplex Graph Neural Networks. WWW (Companion Volume) (2022)
Tommaso Di Noto, Meritxell Bach Cuadra, Chirine Atat, Eduardo Gamito Teiga, Monika Hegi, Andreas Hottinger, Patric Hagmann, Jonas Richiardi
Transfer learning with weak labels from radiology reports: application to glioma change detection. CoRR (2022)
Kimberley M. Timmins, Irene C. van der Schaaf, Edwin Bennink, Ynte M. Ruigrok, Xingle An, Michael Baumgartner, Pascal Bourdon, Riccardo de Feo, Tommaso Di Noto, Florian Dubost, Augusto Fava-Sanches, Xue Feng, Corentin Giroud, Inteneural Group, Minghui Hu, Paul F. Jaeger, Juhana Kaiponen, Michal Klimont, Yuexiang Li, Hongwei Li, Yi Lin, Timo Loehr, Jun Ma, Klaus H. Maier-Hein, Guillaume Marie, Bjoern H. Menze, Jonas Richiardi, Saifeddine Rjiba, Dhaval Shah, Suprosanna Shit, Jussi Tohka, Thierry Urruty, Urszula Walinska, Xiaoping Yang, Yunqiao Yang, Yin Yin, Birgitta K. Velthuis, Hugo J. Kuijf
Comparing methods of detecting and segmenting unruptured intracranial aneurysms on TOF-MRAS: The ADAM challenge. NeuroImage 238 (2021)
Tommaso Di Noto, Guillaume Marie, Sébastien Tourbier, Yasser Alemán-Gómez, Oscar Esteban, Guillaume Saliou, Meritxell Bach Cuadra, Patric Hagmann, Jonas Richiardi
Weak labels and anatomical knowledge: making deep learning practical for intracranial aneurysm detection in TOF-MRA. CoRR (2021)
Tommaso Di Noto, Chirine Atat, Eduardo Gamito Teiga, Monika Hegi, Andreas Hottinger, Meritxell Bach Cuadra, Patric Hagmann, Jonas Richiardi
Diagnostic Surveillance of High-Grade Gliomas: Towards Automated Change Detection Using Radiology Report Classification. PKDD/ECML Workshops (2) (2021)
Javier Ortega-Garcia, Julian Fiérrez, Fernando Alonso-Fernandez, Javier Galbally, Manuel R. Freire, Joaquin Gonzalez-Rodriguez, Carmen García-Mateo, José Luis Alba-Castro, Elisardo González-Agulla, Enrique Otero Muras, Sonia Garcia-Salicetti, Lorène Allano, Bao Ly-Van, Bernadette Dorizzi, Josef Kittler, Thirimachos Bourlai, Norman Poh, Farzin Deravi, Ming W. R. Ng, Michael C. Fairhurst, Jean Hennebert, Andreas Humm, Massimo Tistarelli, Linda Brodo, Jonas Richiardi, Andrzej Drygajlo, Harald Ganster, Federico M. Sukno, Sri-Kaushik Pavani, Alejandro Frangi, Lale Akarun, Arman Savran
The Multiscenario Multienvironment BioSecure Multimodal Database (BMDB). CoRR (2021)
Tommaso Di Noto, Guillaume Marie, Sébastien Tourbier, Yasser Alemán-Gómez, Guillaume Saliou, Meritxell Bach Cuadra, Patric Hagmann, Jonas Richiardi
An Anatomically-Informed 3D CNN for Brain Aneurysm Classification with Weak Labels. MLCN/RNO-AI@MICCAI (2020)
Tommaso Di Noto, Guillaume Marie, Sébastien Tourbier, Yasser Alemán-Gómez, Guillaume Saliou, Meritxell Bach Cuadra, Patric Hagmann, Jonas Richiardi
An anatomically-informed 3D CNN for brain aneurysm classification with weak labels. CoRR (2020)
Francesco La Rosa, Mário João Fartaria, Tobias Kober, Jonas Richiardi, Cristina Granziera, Jean-Philippe Thiran, Meritxell Bach Cuadra
Shallow vs deep learning architectures for white matter lesion segmentation in the early stages of multiple sclerosis. CoRR (2018)
Valeria Kebets, Mitsouko van Assche, Jonas Richiardi, Rachel Goldstein, Reto Meuli, Tobias Kober, Frédéric Assal, Dimitri Van De Ville
Multivariate and predictive modelling of neural variability in mild cognitive impairment. PRNI (2018)
Francesco La Rosa, Mário João Fartaria, Tobias Kober, Jonas Richiardi, Cristina Granziera, Jean-Philippe Thiran, Meritxell Bach Cuadra
Shallow vs Deep Learning Architectures for White Matter Lesion Segmentation in the Early Stages of Multiple Sclerosis. BrainLes@MICCAI (1) (2018)
Dimitri Van De Ville, Viktor K. Jirsa, Stephen C. Strother, Jonas Richiardi, Andrew Zalesky
Introduction to the Issue on Advanced Signal Processing for Brain Networks. IEEE J. Sel. Top. Signal Process. 10 (7) (2016)
Valeria Kebets, Jonas Richiardi, Mitsouko van Assche, Rachel Goldstein, M. van der Meulen, Patrik Vuilleumier, Dimitri Van De Ville, Frédéric Assal
Predicting Pure Amnestic Mild Cognitive Impairment Conversion to Alzheimer's Disease Using Joint Modeling of Imaging and Clinical Data. PRNI (2015)
J. Gabriel Castrillon, Ahmad Ahmadi, Nassir Navab, Jonas Richiardi
Learning with multi-site fMRI graph data. ACSSC (2014)
Soheil Faridi, Jonas Richiardi, Patrik Vuilleumier, Dimitri Van De Ville
Connectivity searchlight: A novel approach for MRI information mapping using multivariate connectivity. ISBI (2013)
Jonas Richiardi, Bernard Ng
Recent advances in supervised learning for brain graph classification. GlobalSIP (2013)
Jonas Richiardi, Sophie Achard, Horst Bunke, Dimitri Van De Ville
Machine Learning with Brain Graphs: Predictive Modeling Approaches for Functional Imaging in Systems Neuroscience. IEEE Signal Process. Mag. 30 (3) (2013)
Jessica Schrouff, Maria J. Rosa, Jane M. Rondina, Andre F. Marquand, Carlton Chu, John Ashburner, Christophe Phillips, Jonas Richiardi, Janaina Mourão Miranda
PRoNTo: Pattern Recognition for Neuroimaging Toolbox. Neuroinformatics 11 (3) (2013)
Nora Leonardi, Jonas Richiardi, Dimitri Van De Ville
Functional connectivity eigennetworks reveal different brain dynamics in multiple sclerosis patients. ISBI (2013)
Nora Leonardi, Jonas Richiardi, Markus Gschwind, Samanta Simioni, Jean-Marie Annoni, Myriam Schluep, Patrik Vuilleumier, Dimitri Van De Ville
Principal components of functional connectivity: A new approach to study dynamic brain connectivity during rest. NeuroImage 83 (2013)
Jonas Richiardi, André Altmann, Michael D. Greicius
Two Test Statistics for Cross-Modal Graph Community Significance. PRNI (2013)
Jonas Richiardi, Markus Gschwind, Samanta Simioni, Jean-Marie Annoni, Beatrice Greco, Patric Hagmann, Myriam Schluep, Patrik Vuilleumier, Dimitri Van De Ville
Classifying minimally disabled multiple sclerosis patients from resting state functional connectivity. NeuroImage 62 (3) (2012)
Jonas Richiardi, Sophie Achard, Edward T. Bullmore, Dimitri Van De Ville
Classifying Connectivity Graphs Using Graph and Vertex Attributes. PRNI (2011)
Jonas Richiardi, Hamdi Eryilmaz, Sophie Schwartz, Patrik Vuilleumier, Dimitri Van De Ville
Decoding brain states from fMRI connectivity graphs. NeuroImage 56 (2) (2011)
Jonas Richiardi, Hamdi Eryilmaz, Sophie Schwartz, Patrik Vuilleumier, Dimitri Van De Ville
Brain decoding of FMRI connectivity graphs using decision tree ensembles. ISBI (2010)
Patricia Besson, Jonas Richiardi, Christophe Bourdin, Lionel Bringoux, Daniel Mestre, Jean-Louis Vercher
Bayesian networks and information theory for audio-visual perception modeling. Biol. Cybern. 103 (3) (2010)
Javier Ortega-Garcia, Julian Fiérrez, Fernando Alonso-Fernandez, Javier Galbally, Manuel R. Freire, Joaquin Gonzalez-Rodriguez, Carmen García-Mateo, José Luis Alba-Castro, Elisardo González-Agulla, Enrique Otero Muras, Sonia Garcia-Salicetti, Lorène Allano, Van-Bao Ly, Bernadette Dorizzi, Josef Kittler, Thirimachos Bourlai, Norman Poh, Farzin Deravi, Ming W. R. Ng, Michael C. Fairhurst, Jean Hennebert, Andreas Humm, Massimo Tistarelli, Linda Brodo, Jonas Richiardi, Andrzej Drygajlo, Harald Ganster, Federico Sukno, Sri-Kaushik Pavani, Alejandro F. Frangi, Lale Akarun, Arman Savran
The Multiscenario Multienvironment BioSecure Multimodal Database (BMDB). IEEE Trans. Pattern Anal. Mach. Intell. 32 (6) (2010)
Jonas Richiardi, Dimitri Van De Ville, Kaspar Riesen, Horst Bunke
Vector Space Embedding of Undirected Graphs with Fixed-cardinality Vertex Sequences for Classification. ICPR (2010)
Jonas Richiardi, Krzysztof Kryszczuk, Andrzej Drygajlo
Static Models of Derivative-Coordinates Phase Spaces for Multivariate Time Series Classification: An Application to Signature Verification. ICB (2009)
Jonas Richiardi, Andrzej Drygajlo
Evaluation of speech quality measures for the purpose of speaker verification. Odyssey (2008)
Jonas Richiardi, Andrzej Drygajlo, Laetitia Todesco
Promoting Diversity in Gaussian Mixture Ensembles: An Application to Signature Verification. BIOID (2008)
Plamen J. Prodanov, Andrzej Drygajlo, Jonas Richiardi, Anil Alexander
Low-level grounding in a multimodal mobile service robot conversational system using graphical models. Intell. Serv. Robotics 1 (1) (2008)
Jonas Richiardi, Andrzej Drygajlo
Reliability-Based Voting Schemes Using Modality-Independent Features in Multi-classifier Biometric Authentication. MCS (2007)
Krzysztof Kryszczuk, Jonas Richiardi, Andrzej Drygajlo
Reliability Estimation for Multimodal Error Prediction and Fusion. PRIS (2007)
Krzysztof Kryszczuk, Jonas Richiardi, Plamen J. Prodanov, Andrzej Drygajlo
Reliability-Based Decision Fusion in Multimodal Biometric Verification Systems. EURASIP J. Adv. Signal Process. 2007 (2007)
Jonas Richiardi, Krzysztof Kryszczuk, Andrzej Drygajlo
Quality measures in unimodal and multimodal biometric verification. EUSIPCO (2007)
Jonas Richiardi, Andrzej Drygajlo, Plamen J. Prodanov
Confidence and reliability measures in speaker verification. J. Frankl. Inst. 343 (6) (2006)
Marcus Liwicki, Andreas Schlapbach, Horst Bunke, Samy Bengio, Johnny Mariéthoz, Jonas Richiardi
Writer Identification for Smart Meeting Room Systems. Document Analysis Systems (2006)
Jonas Richiardi, Plamen J. Prodanov, Andrzej Drygajlo
Speaker Verification with Confidence and Reliability Measures. ICASSP (1) (2006)
Krzysztof Kryszczuk, Jonas Richiardi, Plamen J. Prodanov, Andrzej Drygajlo
Error handling in multimodal biometric systems using reliability measures. EUSIPCO (2005)
Jonas Richiardi, Hamed Ketabdar, Andrzej Drygajlo
Local and Global Feature Selection for On-line Signature Verification. ICDAR (2005)
Jonas Richiardi, Plamen J. Prodanov, Andrzej Drygajlo
A probabilistic measure of modality reliability in speaker verification. ICASSP (1) (2005)
Jonas Richiardi, Andrzej Drygajlo
Gaussian Mixture Models for on-line signature verification. WBMA@MM (2003)