Disentangling the variability of the superficial white matter organization using regional-tractogram-based population stratification
M. Guevara, ZY. Sun, P. Guevara, D. Rivire, A. Grigis, C. Poupon, JF. Mangin. Disentangling the variability of the superficial white matter organization using regional-tractogram-based population stratification. NeuroImage, Volume 255, 15 de Julio, 2022, 119197. DOI: https://doi.org/10.1016/j.neuroimage.2022.11919726
Machine learning to investigate superficial white matter integrity in early multiple sclerosis
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
Fiber Clustering Acceleration With a Modified Kmeans++ Algorithm Using Data Parallelism
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
Tractography dissection variability: What happens when 42 groups dissect 14 white matter bundles on the same dataset?
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
ABrainVis: an android brain image visualization tool
I. Osorio, M. Guevara, D. Bonometti, D. Carrasco, M. Descoteaux, C. Poupon, JF. Mangin, C. Hernández C, P. Guevara. ABrainVis: an android brain image visualization tool. Biomed Eng Online, 20:72, 2021. DOI: https://doi.org/10.1186/s12938-021-00909-0
Disruption of conscious access in psychosis is associated with altered structural brain connectivity
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
Group-Wise Cortical Surface Parcellation Based on Inter-Subject Fiber Clustering.
C. Vergara, F. Silva, I. Huerta, N. López, A. Vázquez, J. Houenou, C. Poupon, J.-F. 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: https://doi.org/10.1109/EMBC46164.2021.9631099
Enhanced Automatic Segmentation for Superficial White Matter Fiber Bundles for Probabilistic Tractography Datasets.
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. Link:10.1109/EMBC46164.2021.9630529 DOI: 10.1109/EMBC46164.2021.9630529.
Group-Wise Cortical Surface Parcellation Based on Inter-Subject Fiber Clustering
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.
Study of Precentral-Postcentral Connections on HCP Data Using Probabilistic Tractography and Fiber Clustering
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.
Investigating Superficial White Matter Integrity in Early MS Using Machine Learning
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.
Inter-Subject Clustering of Brain Fibers from Whole-Brain Tractography
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
Aplicación Móvil para Adultos Mayores en Tratamiento de la Hipertensión Arterial
C. Vásquez, P. Guevara, R. Pinto, R. Iturra, C. Alvial, L. Sufán, A. Hernández, F. Venegas, R. Aguilera, M.P. Casanova, T. Moreno, M. Victoriano, I. Chamblás, P. Cid, H. Müller, M.J. Sepúlveda. Aplicación Móvil para Adultos Mayores en Tratamiento de la Hipertensión Arterial. I Seminario de Informática en Salud, Valparaíso, Chile, 2017.
Creación de un atlas de fascículos de asociación cortos de todo el cerebro utilizando un método híbrido.
M. Guevara, C. Román, J. Houenou, D. Duclap, C. Poupon, J-F. Mangin y P. Guevara. Creación de un atlas de fascículos de asociación cortos de todo el cerebro utilizando un método híbrido. III Congreso de la Sociedad Chilena de Neurorradiología (SCNR), Santiago, Chile, 2015.
iFiber: a Brain Tract Visualizer for Android Devices.
M. Guevara, I. Osorio, D. Bonometti, D. Duclap, C. Poupon, J-F. Mangin and P. Guevara. iFiber: a Brain Tract Visualizer for Android Devices. IEEE Chilecon Conference, Santiago, Chile, 2015. DOI: http://dx.doi.org/10.1109/Chilecon.2015.7400383
Automatic segmentation of the short association fibers of the fronto-parietal and insula brain regions.
D. Seguel, P. Guevara, M. Guevara, D. Duclap, A. Lebois, D. Le Bihan, J.-F. Mangin and C. Poupon. Automatic segmentation of the short association fibers of the fronto-parietal and insula brain regions. VI Conference on Pattern Recognition, JCC 2014. Talca, Chile, 2014. DOI: http://digital-library.theiet.org/content/conferences/10.1049/14.2014.0006
Clustering of short association white matter fibers calculated from diffusion MRI.
C. Román, P. Guevara, D. Duclap, A. Lebois, D. Le Bihan, C. Poupon and J.-F. Mangin. Clustering of short association white matter fibers calculated from diffusion MRI. VI Conference on Pattern Recognition, JCC 2014. Talca, Chile, 2014. DOI: http://digital-library.theiet.org/content/conferences/10.1049/14.2014.0004