Chantal M. W. Tax

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 26

Top Topics

Invariant Representations

Corpus Callosum

Top Venues

Medical Image Anal.

Publications

Álvaro Planchuelo-Gómez, Maxime Descoteaux, Hugo Larochelle, Jana Hutter, Derek K. Jones, Chantal M. W. Tax
Optimisation of quantitative brain diffusion-relaxation MRI acquisition protocols with physics-informed machine learning. Medical Image Anal. 94 (2024)
Chantal M. W. Tax, Matteo Bastiani, Jelle Veraart, Eleftherios Garyfallidis, M. Okan Irfanoglu
What's new and what's next in diffusion MRI preprocessing. NeuroImage 249 (2022)
Dmitri Shastin, Sila Genc, Greg D. Parker, Kristin Koller, Chantal M. W. Tax, C. John Evans, Khalid Hamandi, William P. Gray, Derek K. Jones, Maxime Chamberland
Surface-based tracking for short association fibre tractography. NeuroImage 260 (2022)
Qiuyun Fan, Cornelius Eichner, Maryam Afzali, Lars Mueller, Chantal M. W. Tax, Mathias Davids, Mirsad Mahmutovic, Boris Keil, Berkin Bilgic, Kawin Setsompop, Hong-Hsi Lee, Qiyuan Tian, Chiara Maffei, Gabriel Ramos-Llordén, Aapo Nummenmaa, Thomas Witzel, Anastasia Yendiki, Yi-Qiao Song, Chu-Chung Huang, Ching-Po Lin, Nikolaus Weiskopf, Alfred Anwander, Derek K. Jones, Bruce R. Rosen, Lawrence L. Wald, Susie Yi Huang
Mapping the human connectome using diffusion MRI at 300 mT/m gradient strength: Methodological advances and scientific impact. NeuroImage 254 (2022)
Maxime Chamberland, Sila Genc, Chantal M. W. Tax, Dmitri Shastin, Kristin Koller, Erika P. Raven, Adam Cunningham, Joanne Doherty, Marianne B. M. van den Bree, Greg D. Parker, Khalid Hamandi, William P. Gray, Derek K. Jones
Detecting microstructural deviations in individuals with deep diffusion MRI tractometry. Nat. Comput. Sci. 1 (9) (2021)
Kurt G. Schilling, Chantal M. W. Tax, Francois Rheault, Colin B. Hansen, Qi Yang, Fang-Cheng Yeh, Leon Y. Cai, Adam W. Anderson, Bennett A. Landman
Fiber tractography bundle segmentation depends on scanner effects, vendor effects, acquisition resolution, diffusion sampling scheme, diffusion sensitization, and bundle segmentation workflow. NeuroImage 242 (2021)
Kristin Koller, Umesh S. Rudrapatna, Maxime Chamberland, Erika P. Raven, Greg D. Parker, Chantal M. W. Tax, Mark Drakesmith, Fabrizio Fasano, David Owen, Garin Hughes, Cyril Charron, C. John Evans, Derek K. Jones
MICRA: Microstructural image compilation with repeated acquisitions. NeuroImage 225 (2021)
Muhamed Barakovic, Chantal M. W. Tax, Umesh S. Rudrapatna, Maxime Chamberland, Jonathan Rafael-Patino, Cristina Granziera, Jean-Philippe Thiran, Alessandro Daducci, Erick Jorge Canales-Rodríguez, Derek K. Jones
values within a voxel using diffusion-relaxation tract-based estimation. NeuroImage 227 (2021)
Kurt G. Schilling, François Rheault, Laurent Petit, Colin B. Hansen, Vishwesh Nath, Fang-Cheng Yeh, Gabriel Girard, Muhamed Barakovic, Jonathan Rafael-Patino, Thomas Yu, Elda Fischi Gomez, Marco Pizzolato, Mario Ocampo-Pineda, Simona Schiavi, Erick Jorge Canales-Rodríguez, Alessandro Daducci, Cristina Granziera, Giorgio M. Innocenti, Jean-Philippe Thiran, Laura Mancini, Stephen J. Wastling, Sirio Cocozza, Maria Petracca, Giuseppe Pontillo, Matteo Mancini, Sjoerd B. Vos, Vejay N. Vakharia, John S. Duncan, Helena Melero, Lidia Manzanedo, Emilio Sanz-Morales, Ángel Peña-Melián, Fernando Calamante, Arnaud Attye, Ryan P. Cabeen, Laura Korobova, Arthur W. Toga, Anupa Ambili Vijayakumari, Drew Parker, Ragini Verma, Ahmed Radwan, Stefan Sunaert, Louise Emsell, Alberto De Luca, Alexander Leemans, Claude J. Bajada, Hamied A. Haroon, Hojjatollah Azadbakht, Maxime Chamberland, Sila Genc, Chantal M. W. Tax, Ping Hong Yeh, Rujirutana Srikanchana, Colin D. Mcknight, Joseph Yuan-Mou Yang, Jian Chen, Claire E. Kelly, Chun-Hung Yeh, Jérôme Cochereau, Jerome J. Maller, Thomas Welton, Fabien Almairac, Kiran K Seunarine, Chris A. Clark, Fan Zhang, Nikos Makris, Alexandra J. Golby, Yogesh Rathi, Lauren J. O'Donnell, Yihao Xia, Dogu Baran Aydogan, Yonggang Shi, Francisco Guerreiro Fernandes, Mathijs Raemaekers, Shaun Warrington, Stijn Michielse, Alonso Ramirez-Manzanares, Luis Concha, Ramón Aranda, Mariano Rivera Meraz, Garikoitz Lerma-Usabiaga, Lucas Roitman, Lucius S. Fekonja, Navona Calarco, Michael Joseph, Hajer Nakua, Aristotle N. Voineskos, Philippe Karan, Gabrielle Grenier, Jon Haitz Legarreta, Nagesh Adluru, Veena A. Nair, Vivek Prabhakaran, Andrew L. Alexander, Koji Kamagata, Yuya Saito, Wataru Uchida, Christina Andica, Masahiro Abe, Roza G. Bayrak, Claudia A. M. Gandini Wheeler-Kingshott, Egidio D'Angelo, Fulvia Palesi, Giovanni Savini, Nicolò Rolandi, Pamela Guevara, Josselin Houenou, Narciso López-López, Jean-François Mangin, Cyril Poupon, Claudio Román, Andrea Vázquez, Chiara Maffei, Mavilde Arantes, José Paulo Andrade, Susana Maria Silva, Vince D. Calhoun, Eduardo Caverzasi, Simone Sacco, Michael Lauricella, Franco Pestilli, Daniel Bullock, Yang Zhan, Edith Brignoni-Perez, Catherine Lebel, Jess E Reynolds, Igor Nestrasil, René Labounek, Christophe Lenglet, Amy Paulson, Stefania Aulicka, Sarah R. Heilbronner, Katja Heuer, Bramsh Qamar Chandio, Javier Guaje, Wei Tang, Eleftherios Garyfallidis, Rajikha Raja, Adam W. Anderson, Bennett A. Landman, Maxime Descoteaux
Tractography dissection variability: What happens when 42 groups dissect 14 white matter bundles on the same dataset? NeuroImage 243 (2021)
Chantal M. W. Tax, Elena Kleban, Maxime Chamberland, Muhamed Barakovic, Umesh S. Rudrapatna, Derek K. Jones
Measuring compartmental T2-orientational dependence in human brain white matter using a tiltable RF coil and diffusion-T2 correlation MRI. NeuroImage 236 (2021)
Maxime Chamberland, Sila Genc, Erika P. Raven, Greg D. Parker, Adam Cunningham, Joanne Doherty, Marianne van den Bree, Chantal M. W. Tax, Derek K. Jones
Tractometry-based Anomaly Detection for Single-subject White Matter Analysis. CoRR (2020)
Samuel St-Jean, Alberto De Luca, Chantal M. W. Tax, Max A. Viergever, Alexander Leemans
Automated characterization of noise distributions in diffusion MRI data. Medical Image Anal. 65 (2020)
Lipeng Ning, Elisenda Bonet-Carne, Francesco Grussu, Farshid Sepehrband, Enrico Kaden, Jelle Veraart, Stefano B. Blumberg, Can Son Khoo, Marco Palombo, Iasonas Kokkinos, Daniel C. Alexander, Jaume Coll-Font, Benoit Scherrer, Simon K. Warfield, Suheyla Cetin Karayumak, Yogesh Rathi, Simon Koppers, Leon Weninger, Chantal M. W. Tax
Cross-scanner and cross-protocol multi-shell diffusion MRI data harmonization: Algorithms and results. NeuroImage 221 (2020)
Chantal M. W. Tax, Filip Szczepankiewicz, Markus Nilsson, Derek K. Jones
The dot-compartment revealed? Diffusion MRI with ultra-strong gradients and spherical tensor encoding in the living human brain. NeuroImage 210 (2020)
Elena Kleban, Chantal M. W. Tax, Umesh S. Rudrapatna, Derek K. Jones, Richard Bowtell
Strong diffusion gradients allow the separation of intra- and extra-axonal gradient-echo signals in the human brain. NeuroImage 217 (2020)
Maryam Afzali, Chantal M. W. Tax, Cyrano Chatziantoniou, Derek K. Jones
Comparison of Different Tensor Encoding Combinations in Microstructural Parameter Estimation. ISBI (2019)
Stefano B. Blumberg, Marco Palombo, Can Son Khoo, Chantal M. W. Tax, Ryutaro Tanno, Daniel C. Alexander
Multi-stage Prediction Networks for Data Harmonization. MICCAI (4) (2019)
Chantal M. W. Tax, Francesco Grussu, Enrico Kaden, Lipeng Ning, S. Umesh Rudrapatna, C. John Evans, Samuel St-Jean, Alexander Leemans, Simon Koppers, Dorit Merhof, Aurobrata Ghosh, Ryutaro Tanno, Daniel C. Alexander, Stefano Zappalà, Cyril Charron, Slawomir Kusmia, David E. J. Linden, Derek K. Jones, Jelle Veraart
Cross-scanner and cross-protocol diffusion MRI data harmonisation: A benchmark database and evaluation of algorithms. NeuroImage 195 (2019)
Stefano B. Blumberg, Marco Palombo, Can Son Khoo, Chantal M. W. Tax, Ryutaro Tanno, Daniel C. Alexander
Multi-Stage Prediction Networks for Data Harmonization. CoRR (2019)
Daniel Moyer, Greg Ver Steeg, Chantal M. W. Tax, Paul M. Thompson
Scanner Invariant Representations for Diffusion MRI Harmonization. CoRR (2019)
Maxime Chamberland, Erika P. Raven, Sila Genc, Kate Duffy, Maxime Descoteaux, Greg D. Parker, Chantal M. W. Tax, Derek K. Jones
Dimensionality reduction of diffusion MRI measures for improved tractometry of the human brain. NeuroImage 200 (2019)
Simon Koppers, Luke Bloy, Jeffrey I. Berman, Chantal M. W. Tax, J. Christopher Edgar, Dorit Merhof
Spherical Harmonic Residual Network for Diffusion Signal Harmonization. CoRR (2018)
Derek K. Jones, Daniel C. Alexander, Richard Bowtell, Mara Cercignani, Flavio Dell'Acqua, Damien J. McHugh, Karla L. Miller, Marco Palombo, Geoffrey J. M. Parker, S. Umesh Rudrapatna, Chantal M. W. Tax
Microstructural imaging of the human brain with a 'super-scanner': 10 key advantages of ultra-strong gradients for diffusion MRI. NeuroImage 182 (2018)
Viljami Sairanen, Alexander Leemans, Chantal M. W. Tax
Fast and accurate Slicewise OutLIer Detection (SOLID) with informed model estimation for diffusion MRI data. NeuroImage 181 (2018)
Chantal M. W. Tax, Carl-Fredrik Westin, Tom C. J. Dela Haije, Andrea Fuster, Max A. Viergever, Evan Calabrese, Luc Florack, Alexander Leemans
Quantifying the brain's sheet structure with normalized convolution. Medical Image Anal. 39 (2017)
Chantal M. W. Tax, Tom C. J. Dela Haije, Andrea Fuster, Carl-Fredrik Westin, Max A. Viergever, Luc Florack, Alexander Leemans
Sheet Probability Index (SPI): Characterizing the geometrical organization of the white matter with diffusion MRI. NeuroImage 142 (2016)
Chantal M. W. Tax, Ben Jeurissen, Sjoerd B. Vos, Max A. Viergever, Alexander Leemans
Recursive calibration of the fiber response function for spherical deconvolution of diffusion MRI data. NeuroImage 86 (2014)
Michael Bach, Frederik B. Laun, Alexander Leemans, Chantal M. W. Tax, Geert Jan Biessels, Bram Stieltjes, Klaus H. Maier-Hein
Methodological considerations on tract-based spatial statistics (TBSS). NeuroImage 100 (2014)