Introducing Edge-Wise Graph Signal Processing: Application to Connectome Fingerprinting

Authors: Bolton, Thomas A. W., Schottner, Mikkel, Patel, Jagruti, Hagmann, Patric

Source: 2024 IEEE International Symposium on Biomedical Imaging (ISBI) Biomedical Imaging (ISBI), 2024 IEEE International Symposium on. :1-5 May, 2024

Relation: 2024 IEEE International Symposium on Biomedical Imaging (ISBI)

Hemodynamic Deconvolution Demystified: Sparsity-Driven Regularization at Work

Authors: Uruñuela, Eneko, Bolton, Thomas A. W., Van De Ville, Dimitri, Caballero-Gaudes, César

Subject Terms: Quantitative Biology - Neurons and Cognition

Access URL: http://arxiv.org/abs/2107.12026

Graph slepians to strike a balance between local and global network interactions: Application to functional brain imaging

Authors: Bolton, Thomas A W, Farouj, Younes, Obertino, Silvia, Van De Ville, Dimitri

Source: 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018) Biomedical Imaging (ISBI 2018), 2018 IEEE 15th International Symposium on. :1239-1243 Apr, 2018

Relation: 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018)

Graph Signal Processing of Human Brain Imaging Data

Authors: Huang, Weiyu, Bolton, Thomas A. W., Medaglia, John D., Bassett, Danielle S., Ribeiro, Alejandro, Van De Ville, Dimitri

Source: 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Acoustics, Speech and Signal Processing (ICASSP), 2018 IEEE International Conference on. :980-984 Apr, 2018

Relation: ICASSP 2018 - 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Community-Aware Graph Signal Processing

Authors: Petrovic, Miljan, Liegeois, Raphael, Bolton, Thomas A. W., Van De Ville, Dimitri

Subject Terms: Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/abs/2008.10375

The arrow‐of‐time in neuroimaging time series identifies causal triggers of brain function

Authors: Bolton, Thomas A. W., Van De Ville, Dimitri, Amico, Enrico, Preti, Maria G., Liégeois, Raphaël

Source: Human brain mapping. 44(10):4077-4087

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100189961621.0x000001&indx=1&recIds=ETOCvdc_100189961621.0x000001

TbCAPs: A ToolBox for Co-Activation Pattern Analysis

Authors: Bolton, Thomas A. W., Tuleasca, Constantin, Rey, Gwladys, Wotruba, Diana, Gaviria, Julian, Dhanis, Herberto, Blondiaux, Eva, Gauthier, Baptise, Smigielski, Lukasz, Van De Ville, Dimitri

Subject Terms: Quantitative Biology - Quantitative Methods

Access URL: http://arxiv.org/abs/1910.06113

Agito ergo sum: correlates of spatiotemporal motion characteristics during fMRI

Authors: Bolton, Thomas A. W., Zöller, Daniela, Caballero-Gaudes, César, Kebets, Valeria, Glerean, Enrico, Van De Ville, Dimitri

Subject Terms: Quantitative Biology - Neurons and Cognition

Access URL: http://arxiv.org/abs/1906.06445

Guided Graph Spectral Embedding: Application to the C. elegans Connectome

Authors: Petrović, Miljan, Bolton, Thomas A. W., Preti, Maria Giulia, Liégeois, Raphaël, Van De Ville, Dimitri

Subject Terms: Computer Science - Machine Learning, Quantitative Biology - Neurons and Cognition, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/1812.03684

Dynamic functional changes upon thalamotomy in essential tremor depend on baseline brain morphometry.

Authors: Bolton, Thomas A. W.^1,2 (AUTHOR) thomas.bolton@epfl.ch, Van De Ville, Dimitri^3,4 (AUTHOR), Régis, Jean⁵ (AUTHOR), Witjas, Tatiana⁶ (AUTHOR), Girard, Nadine⁷ (AUTHOR), Levivier, Marc^1,8 (AUTHOR), Tuleasca, Constantin^1,8,9 (AUTHOR)

Source: Scientific Reports. 1/31/2024, Vol. 14 Issue 1, p1-16. 16p.

A Graph Signal Processing View on Functional Brain Imaging

Authors: Huang, Weiyu, Bolton, Thomas A. W., Medaglia, John D., Bassett, Danielle S., Ribeiro, Alejandro, Van De Ville, Dimitri

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Social and Information Networks

Access URL: http://arxiv.org/abs/1710.01135

Exploring the latent structure of behavior using the Human Connectome Project's data.

Authors: Schöttner, Mikkel¹ (AUTHOR) mikkel.schottner@unil.ch, Bolton, Thomas A. W.^1,2 (AUTHOR), Patel, Jagruti¹ (AUTHOR), Nahálka, Anjali Tarun¹ (AUTHOR), Vieira, Sandra^1,3 (AUTHOR), Hagmann, Patric¹ (AUTHOR)

Source: Scientific Reports. 1/13/2023, Vol. 13 Issue 1, p1-13. 13p.

Subject Terms: *EXPLORATORY factor analysis, *CONFIRMATORY factor analysis, *MENTAL health, *BRAIN physiology, *FACTOR structure, *AFFECT (Psychology)

Normalization of aberrant pretherapeutic dynamic functional connectivity of extrastriate visual system in patients who underwent thalamotomy with stereotactic radiosurgery for essential tremor: a resting-state functional MRI study

Authors: Tuleasca, Constantin, Bolton, Thomas A. W., Régis, Jean, Najdenovska, Elena, Witjas, Tatiana, Girard, Nadine, Delaire, Francois, Vincent, Marion, Faouzi, Mohamed, Thiran, Jean-Philippe

Source: Journal of neurosurgery. 132(6):1792-1801

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN624027990&indx=1&recIds=ETOCRN624027990

Thalamic contributions to psychosis susceptibility: Evidence from co‐activation patterns accounting for intra‐seed spatial variability (μCAPs).

Authors: Delavari, Farnaz, Sandini, Corrado, Kojovic, Nada, Saccaro, Luigi F., Eliez, Stephan, Van De Ville, Dimitri, Bolton, Thomas A. W.

Source: Human Brain Mapping; Apr2024, Vol. 45 Issue 5, p1-16, 16p

Subject Terms: DIGEORGE syndrome, THALAMIC nuclei, DEFAULT mode network, LARGE-scale brain networks, PSYCHOSES, 22Q11 deletion syndrome, RADIOLOGIC technology, EVIDENCE-based management

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A Graph Signal Processing Perspective on Functional Brain Imaging

Authors: Huang, Weiyu, Bolton, Thomas A. W., Medaglia, John D., Bassett, Danielle S., Ribeiro, Alejandro, Van De Ville, Dimitri

Source: Proceedings of the IEEE. 106(5):868-885

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100108451754.0x000001&indx=1&recIds=ETOCvdc_100108451754.0x000001

Robust Recovery of Temporal Overlap Between Network Activity Using Transient-Informed Spatio-Temporal Regression

Authors: Zoller, Daniela M., Bolton, Thomas A. W., Karahanoglu, Fikret Isik, Eliez, Stephan, Schaer, Marie, Van De Ville, Dimitri

Source: IEEE transactions on medical imaging. 38(1):291-302

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100075448458.0x000001&indx=1&recIds=ETOCvdc_100075448458.0x000001

Interactions Between Large-Scale Functional Brain Networks are Captured by Sparse Coupled HMMs

Authors: Bolton, Thomas A. W., Tarun, Anjali, Sterpenich, Virginie, Schwartz, Sophie, Van De Ville, Dimitri

Source: IEEE transactions on medical imaging. 37(1):230-240

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100080577641.0x000001&indx=1&recIds=ETOCvdc_100080577641.0x000001

Graph Theoretical Analysis of Structural Covariance Reveals the Relevance of Visuospatial and Attentional Areas in Essential Tremor Recovery After Stereotactic Radiosurgical Thalamotomy.

Authors: Bolton, Thomas A. W., Van De Ville, Dimitri, Régis, Jean, Witjas, Tatiana, Girard, Nadine, Levivier, Marc, Tuleasca, Constantin

Source: Frontiers in Aging Neuroscience; 5/23/2022, Vol. 14, p1-13, 13p

Subject Terms: THALAMUS surgery, GRAPHIC arts, STATISTICS, CONVALESCENCE, MATHEMATICAL models, SURGICAL complications, BRAIN cortical thickness, VISUAL perception, ESSENTIAL tremor, THEORY, RADIOSURGERY, DATA analysis, SPACE perception, ATTENTIONAL bias

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