Jonas Richiardi

65 papers A 1B 2Misc 2Journal 26Unranked 28

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	From 100,000+ images to winning the first brain MRI foundation model challenges: Sharing lessons and models. CoRR Pedro M. Gordaliza, Jaume Banus, Benoît Gérin, Maxence Wynen, Nataliia Molchanova, Jonas Richiardi, Meritxell Bach Cuadra
2025	—	`conf`	AI-Based Response Assessment and Prediction in Longitudinal Imaging for Brain Metastases Treated with Stereotactic Radiosurgery. LMID@MICCAI Lorenz Achim Kuhn, Daniel Abler, Jonas Richiardi, Andreas Hottinger, Luis Schiappacasse, Vincent Dunet, Adrien Depeursinge, Vincent Andrearczyk
2025	J	`jnl`	AI-based response assessment and prediction in longitudinal imaging for brain metastases treated with stereotactic radiosurgery. CoRR Lorenz Achim Kuhn, Daniel Abler, Jonas Richiardi, Andreas Hottinger, Luis Schiappacasse, Vincent Dunet, Adrien Depeursinge, Vincent Andrearczyk
2025	J	`jnl`	Assessing workflow impact and clinical utility of AI-assisted brain aneurysm detection: a multi-reader study. CoRR Tommaso Di Noto, Sofyan Jankowski, Francesco Puccinelli, Guillaume Marie, Sébastien Tourbier, Yasser Alemán-Gómez, Oscar Esteban, Ricardo Corredor-Jerez, Guillaume Saliou, Patric Hagmann, Meritxell Bach Cuadra, Jonas Richiardi
2025	—	`conf`	NIMOSEF: Neural Implicit Motion and Segmentation Functions. MICCAI (11) Jaume Banus, Antoine Delaloye, Pedro M. Gordaliza, Costa Georgantas, Ruud B. van Heeswijk, Jonas Richiardi
2025	J	`jnl`	Spatiotemporal graph neural process for reconstruction, extrapolation, and classification of cardiac trajectories. CoRR Jaume Banus, Augustin C. Ogier, Roger Hullin, Philippe Meyer, Ruud B. van Heeswijk, Jonas Richiardi
2025	J	`jnl`	Structural Connectome Harmonization Using Deep Learning: The Strength of Graph Neural Networks. CoRR Jagruti Patel, Thomas William Arthur Bolton, Mikkel Schöttner, Anjali Tarun, Sébastien Tourbier, Yasser Alemán-Gómez, Jonas Richiardi, Patric Hagmann
2023	—	`conf`	Deep Learning for Ischemic Penumbra Segmentation from MR Perfusion Maps: Robustness to the Deconvolution Algorithm. BrainLes/SWITCH@MICCAI Theo Leuliet, Stefan Huwer, Bénédicte Maréchal, Veronica Ravano, Tobias Kober, Jonathan Rafael-Patino, Johannes Kaesmacher, Roland Wiest, Jonas Richiardi, Richard McKinley
2023	Misc	`conf`	Deep Spatio-Temporal Multiplex Graph Learning for Cardiac Imaging Classification. ICASSP Jaume Banus, Augustin Ogier, Roger Hullin, Philippe Meyer, Ruud B. van Heeswijk, Jonas Richiardi
2023	J	`jnl`	Fast refacing of MR images with a generative neural network lowers re-identification risk and preserves volumetric consistency. CoRR Nataliia Molchanova, Bénédicte Maréchal, Jean-Philippe Thiran, Tobias Kober, Till Huelnhagen, Jonas Richiardi
2023	—	`conf`	Federated Learning on Heterogeneous Diffusion-Weighted Imaging Data for Acute Stroke Infarct Segmentation. ISBI 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
2023	J	`jnl`	Inter-regional correlation estimators for functional magnetic resonance imaging. NeuroImage Sophie Achard, Jean-François Coeurjolly, Pierre Lafaye de Micheaux, Hanâ Lbath, Jonas Richiardi
2023	—	`ed.`	Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part I PKDD/ECML Workshops (1) Irena Koprinska, Paolo Mignone, Riccardo Guidotti, Szymon Jaroszewicz, Holger Fröning, Francesco Gullo, Pedro M. Ferreira, Damian Roqueiro, Gaia Ceddia, Slawomir Nowaczyk, João Gama, Rita P. Ribeiro, Ricard Gavaldà, Elio Masciari, Zbigniew W. Ras, Ettore Ritacco, Francesca Naretto, Andreas Theissler, Przemyslaw Biecek, Wouter Verbeke, Gregor Schiele, Franz Pernkopf, Michaela Blott, Ilaria Bordino, Ivan Luciano Danesi, Giovanni Ponti, Lorenzo Severini, Annalisa Appice, Giuseppina Andresini, Ibéria Medeiros, Guilherme Graça, Lee Cooper, Naghmeh Ghazaleh, Jonas Richiardi, Diego Saldana Miranda, Konstantinos Sechidis, Arif Canakoglu, Sara Pidò, Pietro Pinoli, Albert Bifet, Sepideh Pashami
2023	—	`ed.`	Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part II PKDD/ECML Workshops (2) Irena Koprinska, Paolo Mignone, Riccardo Guidotti, Szymon Jaroszewicz, Holger Fröning, Francesco Gullo, Pedro M. Ferreira, Damian Roqueiro, Gaia Ceddia, Slawomir Nowaczyk, João Gama, Rita P. Ribeiro, Ricard Gavaldà, Elio Masciari, Zbigniew W. Ras, Ettore Ritacco, Francesca Naretto, Andreas Theissler, Przemyslaw Biecek, Wouter Verbeke, Gregor Schiele, Franz Pernkopf, Michaela Blott, Ilaria Bordino, Ivan Luciano Danesi, Giovanni Ponti, Lorenzo Severini, Annalisa Appice, Giuseppina Andresini, Ibéria Medeiros, Guilherme Graça, Lee Cooper, Naghmeh Ghazaleh, Jonas Richiardi, Diego Saldana Miranda, Konstantinos Sechidis, Arif Canakoglu, Sara Pidò, Pietro Pinoli, Albert Bifet, Sepideh Pashami
2023	J	`jnl`	Towards Automated Brain Aneurysm Detection in TOF-MRA: Open Data, Weak Labels, and Anatomical Knowledge. Neuroinformatics Tommaso Di Noto, Guillaume Marie, Sébastien Tourbier, Yasser Alemán-Gómez, Oscar Esteban, Guillaume Saliou, Meritxell Bach Cuadra, Patric Hagmann, Jonas Richiardi
2022	J	`jnl`	Machine learning algorithms on eye tracking trajectories to classify patients with spatial neglect. Comput. Methods Programs Biomed. Benedetta Franceschiello, Tommaso Di Noto, Alexia Bourgeois, Micah M. Murray, Astrid Minier, Pierre Pouget, Jonas Richiardi, Paolo Bartolomeo, Fabio Anselmi
2022	—	`conf`	Multi-view Omics Translation with Multiplex Graph Neural Networks. WWW (Companion Volume) Costa Georgantas, Jonas Richiardi
2022	—	`conf`	Neuroimaging Harmonization Using cGANs: Image Similarity Metrics Poorly Predict Cross-Protocol Volumetric Consistency. MLCN@MICCAI Veronica Ravano, Jean-François Démonet, Daniel Damian, Reto Meuli, Gian Franco Piredda, Till Huelnhagen, Bénédicte Maréchal, Jean-Philippe Thiran, Tobias Kober, Jonas Richiardi
2022	J	`jnl`	Transfer learning with weak labels from radiology reports: application to glioma change detection. CoRR Tommaso Di Noto, Meritxell Bach Cuadra, Chirine Atat, Eduardo Gamito Teiga, Monika Hegi, Andreas Hottinger, Patric Hagmann, Jonas Richiardi
2022	—	`conf`	Weighting Schemes for Federated Learning in Heterogeneous and Imbalanced Segmentation Datasets. BrainLes@MICCAI Sebastian Otálora, Jonathan Rafael-Patino, Antoine Madrona, Elda Fischi Gomez, Veronica Ravano, Tobias Kober, Søren Christensen, Arsany Hakim, Roland Wiest, Jonas Richiardi, Richard McKinley
2021	J	`jnl`	Comparing methods of detecting and segmenting unruptured intracranial aneurysms on TOF-MRAS: The ADAM challenge. NeuroImage 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
2021	—	`conf`	Diagnostic Surveillance of High-Grade Gliomas: Towards Automated Change Detection Using Radiology Report Classification. PKDD/ECML Workshops (2) Tommaso Di Noto, Chirine Atat, Eduardo Gamito Teiga, Monika Hegi, Andreas Hottinger, Meritxell Bach Cuadra, Patric Hagmann, Jonas Richiardi
2021	—	`ed.`	Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part I PKDD/ECML Workshops (1) Michael Kamp, Irena Koprinska, Adrien Bibal, Tassadit Bouadi, Benoît Frénay, Luis Galárraga, José Oramas, Linara Adilova, Yamuna Krishnamurthy, Bo Kang, Christine Largeron, Jefrey Lijffijt, Tiphaine Viard, Pascal Welke, Massimiliano Ruocco, Erlend Aune, Claudio Gallicchio, Gregor Schiele, Franz Pernkopf, Michaela Blott, Holger Fröning, Günther Schindler, Riccardo Guidotti, Anna Monreale, Salvatore Rinzivillo, Przemyslaw Biecek, Eirini Ntoutsi, Mykola Pechenizkiy, Bodo Rosenhahn, Christopher L. Buckley, Daniela Cialfi, Pablo Lanillos, Maxwell Ramstead, Tim Verbelen, Pedro M. Ferreira, Giuseppina Andresini, Donato Malerba, Ibéria Medeiros, Philippe Fournier-Viger, M. Saqib Nawaz, Sebastián Ventura, Meng Sun, Min Zhou, Valerio Bitetta, Ilaria Bordino, Andrea Ferretti, Francesco Gullo, Giovanni Ponti, Lorenzo Severini, Rita P. Ribeiro, João Gama, Ricard Gavaldà, Lee Cooper, Naghmeh Ghazaleh, Jonas Richiardi, Damian Roqueiro, Diego Saldana Miranda, Konstantinos Sechidis, Guilherme Graça
2021	—	`ed.`	Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part II PKDD/ECML Workshops (2) Michael Kamp, Irena Koprinska, Adrien Bibal, Tassadit Bouadi, Benoît Frénay, Luis Galárraga, José Oramas, Linara Adilova, Yamuna Krishnamurthy, Bo Kang, Christine Largeron, Jefrey Lijffijt, Tiphaine Viard, Pascal Welke, Massimiliano Ruocco, Erlend Aune, Claudio Gallicchio, Gregor Schiele, Franz Pernkopf, Michaela Blott, Holger Fröning, Günther Schindler, Riccardo Guidotti, Anna Monreale, Salvatore Rinzivillo, Przemyslaw Biecek, Eirini Ntoutsi, Mykola Pechenizkiy, Bodo Rosenhahn, Christopher L. Buckley, Daniela Cialfi, Pablo Lanillos, Maxwell Ramstead, Tim Verbelen, Pedro M. Ferreira, Giuseppina Andresini, Donato Malerba, Ibéria Medeiros, Philippe Fournier-Viger, M. Saqib Nawaz, Sebastián Ventura, Meng Sun, Min Zhou, Valerio Bitetta, Ilaria Bordino, Andrea Ferretti, Francesco Gullo, Giovanni Ponti, Lorenzo Severini, Rita P. Ribeiro, João Gama, Ricard Gavaldà, Lee Cooper, Naghmeh Ghazaleh, Jonas Richiardi, Damian Roqueiro, Diego Saldana Miranda, Konstantinos Sechidis, Guilherme Graça
2021	J	`jnl`	The Multiscenario Multienvironment BioSecure Multimodal Database (BMDB). CoRR 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
2021	J	`jnl`	Weak labels and anatomical knowledge: making deep learning practical for intracranial aneurysm detection in TOF-MRA. CoRR Tommaso Di Noto, Guillaume Marie, Sébastien Tourbier, Yasser Alemán-Gómez, Oscar Esteban, Guillaume Saliou, Meritxell Bach Cuadra, Patric Hagmann, Jonas Richiardi
2020	—	`conf`	An Anatomically-Informed 3D CNN for Brain Aneurysm Classification with Weak Labels. MLCN/RNO-AI@MICCAI Tommaso Di Noto, Guillaume Marie, Sébastien Tourbier, Yasser Alemán-Gómez, Guillaume Saliou, Meritxell Bach Cuadra, Patric Hagmann, Jonas Richiardi
2020	J	`jnl`	An anatomically-informed 3D CNN for brain aneurysm classification with weak labels. CoRR Tommaso Di Noto, Guillaume Marie, Sébastien Tourbier, Yasser Alemán-Gómez, Guillaume Saliou, Meritxell Bach Cuadra, Patric Hagmann, Jonas Richiardi
2018	—	`conf`	Multivariate and predictive modelling of neural variability in mild cognitive impairment. PRNI Valeria Kebets, Mitsouko van Assche, Jonas Richiardi, Rachel Goldstein, Reto Meuli, Tobias Kober, Frédéric Assal, Dimitri Van De Ville
2018	—	`conf`	Shallow vs Deep Learning Architectures for White Matter Lesion Segmentation in the Early Stages of Multiple Sclerosis. BrainLes@MICCAI (1) Francesco La Rosa, Mário João Fartaria, Tobias Kober, Jonas Richiardi, Cristina Granziera, Jean-Philippe Thiran, Meritxell Bach Cuadra
2018	J	`jnl`	Shallow vs deep learning architectures for white matter lesion segmentation in the early stages of multiple sclerosis. CoRR Francesco La Rosa, Mário João Fartaria, Tobias Kober, Jonas Richiardi, Cristina Granziera, Jean-Philippe Thiran, Meritxell Bach Cuadra
2016	J	`jnl`	Introduction to the Issue on Advanced Signal Processing for Brain Networks. IEEE J. Sel. Top. Signal Process. Dimitri Van De Ville, Viktor K. Jirsa, Stephen C. Strother, Jonas Richiardi, Andrew Zalesky
2015	—	`conf`	Predicting Pure Amnestic Mild Cognitive Impairment Conversion to Alzheimer's Disease Using Joint Modeling of Imaging and Clinical Data. PRNI Valeria Kebets, Jonas Richiardi, Mitsouko van Assche, Rachel Goldstein, M. van der Meulen, Patrik Vuilleumier, Dimitri Van De Ville, Frédéric Assal
2014	Misc	`conf`	Learning with multi-site fMRI graph data. ACSSC J. Gabriel Castrillon, Ahmad Ahmadi, Nassir Navab, Jonas Richiardi
2013	—	`conf`	Connectivity searchlight: A novel approach for MRI information mapping using multivariate connectivity. ISBI Soheil Faridi, Jonas Richiardi, Patrik Vuilleumier, Dimitri Van De Ville
2013	—	`conf`	Functional connectivity eigennetworks reveal different brain dynamics in multiple sclerosis patients. ISBI Nora Leonardi, Jonas Richiardi, Dimitri Van De Ville
2013	J	`jnl`	Machine Learning with Brain Graphs: Predictive Modeling Approaches for Functional Imaging in Systems Neuroscience. IEEE Signal Process. Mag. Jonas Richiardi, Sophie Achard, Horst Bunke, Dimitri Van De Ville
2013	J	`jnl`	PRoNTo: Pattern Recognition for Neuroimaging Toolbox. Neuroinformatics Jessica Schrouff, Maria João Duarte Rosa, Jane M. Rondina, Andre F. Marquand, Carlton Chu, John Ashburner, Christophe Phillips, Jonas Richiardi, Janaina Mourão Miranda
2013	J	`jnl`	Principal components of functional connectivity: A new approach to study dynamic brain connectivity during rest. NeuroImage Nora Leonardi, Jonas Richiardi, Markus Gschwind, Samanta Simioni, Jean-Marie Annoni, Myriam Schluep, Patrik Vuilleumier, Dimitri Van De Ville
2013	—	`conf`	Recent advances in supervised learning for brain graph classification. GlobalSIP Jonas Richiardi, Bernard Ng
2013	—	`conf`	Two Test Statistics for Cross-Modal Graph Community Significance. PRNI Jonas Richiardi, André Altmann, Michael D. Greicius
2012	J	`jnl`	Classifying minimally disabled multiple sclerosis patients from resting state functional connectivity. NeuroImage Jonas Richiardi, Markus Gschwind, Samanta Simioni, Jean-Marie Annoni, Beatrice Greco, Patric Hagmann, Myriam Schluep, Patrik Vuilleumier, Dimitri Van De Ville
2011	—	`ch.`	Biometric Sample Quality. Encyclopedia of Cryptography and Security (2nd Ed.) Krzysztof Kryszczuk, Jonas Richiardi
2011	—	`ch.`	Biometric Systems Evaluation. Encyclopedia of Cryptography and Security (2nd Ed.) Jonas Richiardi, Krzysztof Kryszczuk
2011	—	`conf`	Classifying Connectivity Graphs Using Graph and Vertex Attributes. PRNI Jonas Richiardi, Sophie Achard, Edward T. Bullmore, Dimitri Van De Ville
2011	J	`jnl`	Decoding brain states from fMRI connectivity graphs. NeuroImage Jonas Richiardi, Hamdi Eryilmaz, Sophie Schwartz, Patrik Vuilleumier, Dimitri Van De Ville
2010	J	`jnl`	Bayesian networks and information theory for audio-visual perception modeling. Biol. Cybern. Patricia Besson, Jonas Richiardi, Christophe Bourdin, Lionel Bringoux, Daniel Mestre, Jean-Louis Vercher
2010	—	`conf`	Brain decoding of FMRI connectivity graphs using decision tree ensembles. ISBI Jonas Richiardi, Hamdi Eryilmaz, Sophie Schwartz, Patrik Vuilleumier, Dimitri Van De Ville
2010	J	`jnl`	The Multiscenario Multienvironment BioSecure Multimodal Database (BMDB). IEEE Trans. Pattern Anal. Mach. Intell. 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
2010	B	`conf`	Vector Space Embedding of Undirected Graphs with Fixed-cardinality Vertex Sequences for Classification. ICPR Jonas Richiardi, Dimitri Van De Ville, Kaspar Riesen, Horst Bunke
2009	—	`conf`	Static Models of Derivative-Coordinates Phase Spaces for Multivariate Time Series Classification: An Application to Signature Verification. ICB Jonas Richiardi, Krzysztof Kryszczuk, Andrzej Drygajlo
2008	—	`conf`	Evaluation of speech quality measures for the purpose of speaker verification. Odyssey Jonas Richiardi, Andrzej Drygajlo
2008	J	`jnl`	Low-level grounding in a multimodal mobile service robot conversational system using graphical models. Intell. Serv. Robotics Plamen J. Prodanov, Andrzej Drygajlo, Jonas Richiardi, Anil Alexander
2008	—	`conf`	Promoting Diversity in Gaussian Mixture Ensembles: An Application to Signature Verification. BIOID Jonas Richiardi, Andrzej Drygajlo, Laetitia Todesco
2007	—	`conf`	Quality measures in unimodal and multimodal biometric verification. EUSIPCO Jonas Richiardi, Krzysztof Kryszczuk, Andrzej Drygajlo
2007	—	`conf`	Reliability Estimation for Multimodal Error Prediction and Fusion. PRIS Krzysztof Kryszczuk, Jonas Richiardi, Andrzej Drygajlo
2007	J	`jnl`	Reliability-Based Decision Fusion in Multimodal Biometric Verification Systems. EURASIP J. Adv. Signal Process. Krzysztof Kryszczuk, Jonas Richiardi, Plamen J. Prodanov, Andrzej Drygajlo
2007	—	`conf`	Reliability-Based Voting Schemes Using Modality-Independent Features in Multi-classifier Biometric Authentication. MCS Jonas Richiardi, Andrzej Drygajlo
2006	J	`jnl`	Confidence and reliability measures in speaker verification. J. Frankl. Inst. Jonas Richiardi, Andrzej Drygajlo, Plamen J. Prodanov
2006	—	`conf`	Speaker Verification with Confidence and Reliability Measures. ICASSP (1) Jonas Richiardi, Plamen J. Prodanov, Andrzej Drygajlo
2006	B	`conf`	Writer Identification for Smart Meeting Room Systems. Document Analysis Systems Marcus Liwicki, Andreas Schlapbach, Horst Bunke, Samy Bengio, Johnny Mariéthoz, Jonas Richiardi
2005	—	`conf`	A probabilistic measure of modality reliability in speaker verification. ICASSP (1) Jonas Richiardi, Plamen J. Prodanov, Andrzej Drygajlo
2005	—	`conf`	Error handling in multimodal biometric systems using reliability measures. EUSIPCO Krzysztof Kryszczuk, Jonas Richiardi, Plamen J. Prodanov, Andrzej Drygajlo
2005	A	`conf`	Local and Global Feature Selection for On-line Signature Verification. ICDAR Jonas Richiardi, Hamed Ketabdar, Andrzej Drygajlo
2003	—	`conf`	Gaussian Mixture Models for on-line signature verification. WBMA@MM Jonas Richiardi, Andrzej Drygajlo