Publication

/Publication

Enhanced Automatic Segmentation for Superficial White Matter Fiber Bundles for Probabilistic Tractography Datasets

By | 2021-10-08T15:29:43-03:00 November 1st, 2021|Categories: International Conferences, Publication|

C. Mendoza, C. Román, A. Vázquez, C. Poupon, JF. Mangin, C. Hernández, P. Guevara. Enhanced Automatic Segmentation for Superficial White Matter Fiber Bundles for Probabilistic Tractography Datasets. Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'21), 2021. DOI: not available yet.

Group-Wise Cortical Surface Parcellation Based on Inter-Subject Fiber Clustering

By | 2021-10-08T15:27:28-03:00 November 1st, 2021|Categories: International Conferences, Publication|

C. Vergara, F. Silva, I. Huerta, N. López, A. Vázquez, J. Houenou, C. Poupon, JF Mangin, C Hernández, P. Guevara. Group-Wise Cortical Surface Parcellation Based on Inter-Subject Fiber Clustering. Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'21), 2021. DOI: not available yet.

Machine learning to investigate superficial white matter integrity in early multiple sclerosis

By | 2021-10-08T15:19:35-03:00 September 17th, 2021|Categories: Accepted Journals, FONDECYT 1190701 – Publications, Publication|

K. Buyukturkoglu, C. Vergara, V. Fuentealba, C. Tozlu, J.B. Dahan, B.E. Carroll, A. Kuceyesk, C.S. Riley, J.F. Sumowski, C. Guevara Oliva, R. Sitaram, P. Guevara, V.M. Leavitt. Machine Learning to Investigate Superficial White Matter Integrity in Early Multiple Sclerosis. Journal of Neuroimaging, 2021; 1– 12. September 17, 2021. DOI: https://doi.org/10.1111/jon.12934  

Tractography dissection variability: What happens when 42 groups dissect 14 white matter bundles on the same dataset?

By | 2021-10-08T15:18:04-03:00 August 22nd, 2021|Categories: Accepted Journals, Publication|

Schilling KG, Rheault F, Petit L, Hansen CB, Nath V, Yeh FC, Girard G, Barakovic M, Rafael-Patino J, Yu T, Fischi-Gomez E, Pizzolato M, Ocampo-Pineda M, Schiavi S, Canales-Rodríguez EJ, Daducci A, Granziera C, Innocenti G, Thiran JP, Mancini L, Wastling S, Cocozza S, Petracca M, Pontillo G, Mancini M, Vos SB, Vakharia VN, Duncan JS, [...]

Study of Precentral-Postcentral Connections on HCP Data Using Probabilistic Tractography and Fiber Clustering

By | 2021-03-01T18:43:11-03:00 April 13th, 2021|Categories: International Conferences, Publication|

C. Román, N. López-López, J. Houenou, C. Poupon, J.-F. Mangin, C. Hernández, and P. Guevara. Study of Precentral-Postcentral Connections on HCP Data Using Probabilistic Tractography and Fiber Clustering. IEEE International Symposium on Biomedical Imaging (ISBI) 2021, Nice, France, 2021. DOI: not available yet.

Investigating Superficial White Matter Integrity in Early MS Using Machine Learning

By | 2021-03-01T18:42:16-03:00 February 25th, 2021|Categories: International Conferences, Publication|

Buyukturkoglu Korhan, Valentina Fuentealba, Christopher Vergara, Ceren Tozlu, Jacob B. Dahan, Britta E. Carroll, Carlos Guevara Oliva, Amy Kuceyeski, James F. Sumowski, Ranganatha Sitaram, Pamela Guevara. Investigating Superficial White Matter Integrity in Early MS Using Machine Learning. ACTRIMS FORUM 2021, USA, Virtual event, 2021. DOI: not available yet.

FFClust: Fast fiber clustering for large tractography datasets for a detailed study of brain connectivity

By | 2020-12-16T21:47:03-03:00 October 15th, 2020|Categories: Accepted Journals, Publication|

A. Vázquez, N. López-López, A. Sánchez, J. Houenou, C. Poupon, J.-F. Mangin, C. Hernández, P. Guevara. FFClust: Fast fiber clustering for large tractography datasets for a detailed study of brain connectivity. NeuroImage, 220:117070, 2020. DOI: https://doi.org/10.1016/j.neuroimage.2020.117070