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, July 15th, 2022, 119197. DOI: https://doi.org/10.1016/j.neuroimage.2022.119197
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. September 17, 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
FFClust: Fast fiber clustering for large tractography datasets for a detailed study of brain connectivity
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
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. DOI: not available yet.
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: not available yet.
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, Nice, France, 2021. DOI: not available yet.
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, Virtual event, 2021. DOI: not available yet.
GeoSP: A Parallel Method for a Cortical Surface Parcellation Based on Geodesic Distance
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
Mobile Application for Seniors in the Treatment of Arterial Hypertension
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. Mobile Application for Seniors in the Treatment of Arterial Hypertension. I Seminar of Health Informatics, Valparaíso, Chile, 2017.
Creation of a whole brain short association bundle atlas using a hybrid approach.
M. Guevara, C. Román, J. Houenou, D. Duclap, C. Poupon, J-F. Mangin y P. Guevara. Creation of a whole brain short association bundle atlas using a hybrid approach. III Chilean Neuroradiology Society (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
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
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