Publicaciones

/Publicaciones
Publicaciones 2020-02-16T23:56:56-03:00
1709, 2021

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

By | Septiembre 17th, 2021|Categories: FONDECYT 1190701 - Publicaciones, Journals Aceptados, Publicación|

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. 17 de Septiembre de 2021. DOI: https://doi.org/10.1111/jon.12934  

109, 2021

Fiber Clustering Acceleration With a Modified Kmeans++ Algorithm Using Data Parallelism

By | Septiembre 1st, 2021|Categories: FONDECYT 1190701 - Publicaciones, Journals Aceptados, Publicación|

I. Goicovich, P. Olivares, C. Román, A. Vázquez, C. Pouponl, JF Mangin, P. Guevara, C. Hernández. Fiber Clustering Acceleration With a Modified Kmeans++ Algorithm Using Data Parallelism. Frontiers in Neuroinformatics, 15, p46, 2021. DOI: https://doi.org/10.3389/fninf.2021.727859  

2208, 2021

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

By | Agosto 22nd, 2021|Categories: FONDECYT 1190701 - Publicaciones, Journals Aceptados, Publicación|

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  

2001, 2021

Disruption of conscious access in psychosis is associated with altered structural brain connectivity

By | Enero 20th, 2021|Categories: Journals Aceptados, Publicación|

L. Berkovitch, L. Charles, A. Del Cul, N. Hamdani, M. Delavest, S. Sarrazin, J.-F. Mangin, P. Guevara, E. Ji, M.-A. d’Albis, R. Gaillard, F. Bellivier, C. Poupon, M. Leboyer, R. Tamouza, S. Dehaene and J. Houenou. Disruption of conscious access in psychosis is associated with altered structural brain connectivity. Journal of Neuroscience, 41:3, p513-523, Enero 2020. DOI: https://doi.org/10.1523/JNEUROSCI.0945-20.2020  

1510, 2020

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

By | Octubre 15th, 2020|Categories: Journals Aceptados, Publicación|

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

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111, 2021

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

By | Noviembre 1st, 2021|Categories: Conferencias Internacionales, FONDECYT 1190701 - Publicaciones, Publicación|

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: no disponible aún.

111, 2021

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

By | Noviembre 1st, 2021|Categories: Conferencias Internacionales, FONDECYT 1190701 - Publicaciones, Publicación|

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: no disponible aún.

1304, 2021

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

By | Abril 13th, 2021|Categories: Conferencias Internacionales, FONDECYT 1190701 - Publicaciones, Publicación|

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, Niza, Francia, 2021. DOI: no disponible aún.

2502, 2021

Investigating Superficial White Matter Integrity in Early MS Using Machine Learning

By | Febrero 25th, 2021|Categories: Conferencias Internacionales, Publicación|

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, Evento virtual, 2021. DOI: no disponible aún.

2007, 2020

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

By | Julio 20th, 2020|Categories: Conferencias Internacionales, FONDECYT 1190701 - Publicaciones, Publicación|

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, Canadá, 2020, pp. 1687–1691, 9175342. DOI: https://doi.org/10.1109/EMBC44109.2020.9175342

2007, 2020

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

By | Julio 20th, 2020|Categories: Conferencias Internacionales, FONDECYT 1190701 - Publicaciones, Publicación|

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, Canadá, 2020-Julio, pp. 1696–1700, 9175779. DOI: https://doi.org/10.1109/embc44109.2020.9175779  

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1212, 2018

Cortical Mesh Parcellation based on Graph Representation of Short Fiber Connections

By | Diciembre 12th, 2018|Categories: Conferencias Nacionales, FONDECYT 1161427 - Publicaciones, Publicación|

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 Escuela de Verano Latinoamericana en Inteligencia Computacional (EVIC 2018), Santiago, Chile, 2018. Primer lugar en concurso de papers.

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