Publications

/Publications
Publications 2018-10-20T23:05:56-03:00
1709, 2021

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

By | 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  

2208, 2021

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

By | 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, Melero H, Manzanedo L, Sanz-Morales E, Peña-Melián Á, Calamante F, Attyé A, Cabeen RP, Korobova L, Toga AW, Vijayakumari AA, Parker D, Verma R, Radwan A, Sunaert S, Emsell L, De Luca A, Leemans A, Bajada CJ, Haroon H, Azadbakht H, Chamberland M, Genc S, Tax CMW, Yeh PH, Srikanchana R, Mcknight CD, Yang JY, Chen J, Kelly CE, Yeh CH, Cochereau J, Maller JJ, Welton T, Almairac F, Seunarine KK, Clark CA, Zhang F, Makris N, Golby A, Rathi Y, O'Donnell LJ, Xia Y, Aydogan DB, Shi Y, Fernandes FG, Raemaekers M, Warrington S, Michielse S, Ramírez-Manzanares A, Concha L, Aranda R, Meraz MR, Lerma-Usabiaga G, Roitman L, Fekonja LS, Calarco N, Joseph M, Nakua H, Voineskos AN, Karan P, Grenier G, Legarreta JH, Adluru N, Nair VA, Prabhakaran V, Alexander AL, Kamagata K, Saito Y, Uchida W, Andica C, Abe M, Bayrak RG, Wheeler-Kingshott CAMG, D'Angelo E, Palesi F, Savini G, Rolandi N, Guevara P, Houenou J, López-López N, Mangin JF, Poupon C, Román C, Vázquez A, Maffei C, Arantes M, Andrade JP, Silva SM, Calhoun VD, Caverzasi E, Sacco S, Lauricella M, Pestilli F, Bullock D, Zhan Y, Brignoni-Perez E, Lebel C, Reynolds JE, Nestrasil I, Labounek R, Lenglet C, Paulson A, Aulicka S, Heilbronner SR, Heuer K, Chandio BQ, Guaje J, Tang W, Garyfallidis E, Raja R, Anderson AW, Landman BA, Descoteaux M. Tractography dissection variability: What happens when 42 groups dissect 14 white matter bundles on the same dataset? Neuroimage. 243, p118502, 2021. DOI: https://doi.org/10.1016/j.neuroimage.2021.118502

1510, 2020

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

By | 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

Load More Posts
111, 2021

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

By | 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.

111, 2021

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

By | 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.

1304, 2021

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

By | 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.

2502, 2021

Investigating Superficial White Matter Integrity in Early MS Using Machine Learning

By | 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.

2007, 2020

GeoSP: A Parallel Method for a Cortical Surface Parcellation Based on Geodesic Distance

By | July 20th, 2020|Categories: International Conferences, Publication|

N. López, A. Vázquez, C. Poupon, JF Mangin, S. Ladra, P. Guevara. GeoSP: A Parallel Method for a Cortical Surface Parcellation Based on Geodesic Distance. Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’20), Montréal, Canada, 2020-July, pp. 1696–1700, 9175779. DOI: https://doi.org/10.1109/embc44109.2020.9175779  

2007, 2020

Inter-Subject Clustering of Brain Fibers from Whole-Brain Tractography

By | July 20th, 2020|Categories: International Conferences, Publication|

I. Huerta, A. Vázquez, N. López, J. Houenou, C. Poupon, JF Mangin, P. Guevara, C. Hernández. Inter-Subject Clustering of Brain Fibers from Whole-Brain Tractography. Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’20), Montréal, Canada, 2020, pp. 1687–1691, 9175342. DOI: https://doi.org/10.1109/EMBC44109.2020.9175342    

Load More Posts
1212, 2018

Cortical Mesh Parcellation based on Graph Representation of Short Fiber Connections

By | December 12th, 2018|Categories: FONDECYT 1161427 - Publications, National Conferences, Publication|

F. Silva, M. Guevara, C. Poupon, J.-F. Mangin, C. Hernández and P. Guevara. Cortical Mesh Parcellation based on Graph Representation of Short Fiber Connections. XIV IEEE Latin-American Summer School in Computational Intelligence (EVIC 2018), Santiago, Chile, 2018. First place in the paper competition.

Load More Posts