Short fiber bundle filtering and test-retest reproducibility of the Superficial White Matter.
C. Mendoza, C. Román, J-F. Mangin, C. Hernández, P. Guevara. Short fiber bundle filtering and test-retest reproducibility of the Superficial White Matter. Frontiers in Neuroscience, Volume 18, 25 de Abril, 2024, 1394681. DOI: https://doi.org/10.3389/fnins.2024.1394681
Phybers: A Package for Brain Tractography Analysis.
LL. González Rodríguez, I. Osorio, A. Cofre G, H. Hernandez Larzabal, C. Román, C. Poupon, J-F. Mangin, C. Hernández, P. Guevara. Phybers: A Package for Brain Tractography Analysis. Frontiers in Neuroscience, Volume 19, 10 de Marzo, 2024, 1333243. DOI: https://doi.org/10.3389/fnins.2024.1333243
Efficient estimation of time-dependent brain functional connectivity using anatomical connectivity constraints.
H. Hernández, D. Araya, L. González, C. Román, N. Trujillo-Barreto, P. Guevara, W. El-Deredy. Efficient estimation of time-dependent brain functional connectivity using anatomical connectivity constraints. IEEE Access, Volume 11, 18 de Mayo, 2023, 50215-50234. DOI: https://doi.org/10.1109/ACCESS.2023.3277731
Federated Learning Enables Big Data for Rare Cancer Boundary Detection
S. Bakas, S. Pati, U. Baid, B. Edwards, M. Sheller, S-H. Wang, G. Reina, P. Foley, A. Gruzdev, D. Karkada, C. Davatzikos, S. Ghodasara, M. Bilello, S. Mohan, P. Vollmuth, G. Brugnara, C. Jayachandran Preetha, F. Sahm, K. Maier-Hein, M. Zenk, M. Bendszus, W. Wick, E. Calabrese, J. Rudie, J. Villanueva-Meyer, S. Cha, M. Ingalhalikar, M. Jadhav, U. Pandey, J. Saini, J. Garrett, M. Larson, R. Jeraj, S. Currie, R. Frood, K. Fatania, R. Huang, K. Chang, C. Baña Quintero, J. Capellades, J. Puig, J. Trenkler, J. Pichler, G. Necker, A. Haunschmidt, S. Meckel, G. Shukla, S. Liem, G. Alexander, J. Lombardo, J. Palmer, A. Flanders, A. Dicker, H. Sair, C. Jones, A. Venkataraman, M. Jiang, T. So, C. Chen, P. Ann Heng, Q. Dou, M. Kozubek, F. Lux, J. Michálek, P. Matula, M. Keřkovský, T. Kopřivová, M. Dostál, V. Vybíhal, M. Vogelbaum, JR. Mitchell, J. Farinhas, J. Maldjian, C. Ganesh Bangalore Yogananda, M. Pinho, D. Reddy, J. Holcomb, B. Wagner, B. Ellingson, T. Cloughesy, C. Raymond, T. Oughourlian, A. Hagiwara, C. Wang, M-S. To, S. Bhardwaj, C. Chong, M. Agzarian, A. Xavier Falcão, S. Martins, B. Teixeira, F. Sprenger, D. Menotti, D. Lucio, P. LaMontagne, D. Marcus, B. Wiestler, F. Kofler, I. Ezhov, M. Metz, R. Jain, M. Lee, Y. Lui, R. McKinley, J. Slotboom, P. Radojewski, R. Meier, R. Wiest, D. Murcia, E. Fu, R. Haas, J. Thompson, D. Ormond, C. Badve, A. Sloan, V. Vadmal, K. Waite, R. Colen, L. Pei, M. Ak, A. Srinivasan, J. Bapuraj, A. Rao, N. Wang, O. Yoshiaki, T. Moritani, S. Turk, J. Lee, S. Prabhudesai, F. Morón, J. Mandel, K. Kamnitsas, B. Glocker, L. Dixon, M. Williams, P. Zampakis, V. Panagiotopoulos, P. Tsiganos, S. Alexiou, I. Haliassos, E. Zacharaki, K. Moustakas, C. Kalogeropoulou, D. Kardamakis, Y. Seong Choi, S-K. Lee, J. Hee Jang, S. Soo Ahn, B. Luo, L. Poisson, N. Wen, P. Tiwari, R. Verma, R. Bareja, I. Yadav, J. Chen, N. Kumar, M. Smits, S. van der Voort, A. Alafandi, F. Incekara, M. Wijnenga, G. Kapsas, R. Gahrmann, J. Schouten, H. Dubbink, A. Vincent, M. van den Bent, P. French, S. Klein, Y. Yuan, S. Sharma, T-C. Tseng, S. Adabi, S. Niclou, O. Keunen, A-C. Hau, M. Vallières, D. Fortin, M. Lepage, B. Landman, K. Ramadass, K-W. Xu, S. Chotai, L. Chambless, A. Mistry, R. Thompson, Y. Gusev, K. B, A. Sayah, C. Bencheqroun, A. Belouali, S. Madhavan, T. Booth, A. Chelliah, M. Modat, H. Shuaib, C. Dragos, A. Abayazeed, K. Kolodziej, A. Abbassy, S. Gamal, M. Mekhaimar, M. Qayati, M. Reyes, J. Eun Park, J. Yun, H. Sung Kim, A. Mahajan, M. Muzi, S. Benson, R. Beets-Tan, J. Teuwen, A. Herrera-Trujillo, M. Trujillo, W. Escobar, A. Abello, J. Bernal, J. Gómez, J. Choi, S. Baek, Y. Kim, H. Ismael, B. Allen, J. Buatti, A. Kotrotsou, H. Li, T. Weiss, M. Weller, A. Bink, H. Shaykh, J. Saltz, P. Prasanna, S. Shrestha, K. Mani, D. Payne, T. Kurc, E. Pelaez, H. Franco-Maldonado, F. Loayza, S. Quevedo, P. Guevara, E. [...]
Superficial white matter bundle atlas based on hierarchical fiber clustering over probabilistic tractography data
C. Román, C. Hernández, M. Figueroa, J. Houenou, C. Poupon, JF. Mangin, P. Guevara. Superficial white matter bundle atlas based on hierarchical fiber clustering over probabilistic tractography data. NeuroImage, Volume 262, 15 de Noviembre, 2022, 119550. DOI: https://doi.org/10.1016/j.neuroimage.2022.119550
Brain volumetric correlates of remotely versus in-person administered symbol digit modalities test in multiple sclerosis.
K. Buyukturkoglu, JD. Dworkin, V. Leiva, F. Provenzano, P. Guevara, P. De Jager, V. Leavitt, C. Riley. Brain volumetric correlates of remotely versus in-person administered symbol digit modalities test in multiple sclerosis. Multiple Sclerosis and Related Disorders, Volume 68, 16 de Octubre, 2022, 104247. DOI: https://doi.org/10.1016/j.msard.2022.104247
Gaussian Processes Spectral Kernels Recover Brain Metastable Oscillatory Modes.
Y. Prieur-Coloma, F. Torres, P. Guevara, J.E. Contreras-Reyes, W. El-Deredy. Gaussian Processes Spectral Kernels Recover Brain Metastable Oscillatory Modes. 19th International Symposium on Medical Information Processing and Analysis (SIPAIM 2023), 2023. DOI: https://doi.org/10.1109/SIPAIM56729.2023.10373531
Chatbot for Palliative Care Caregiver (GES 4).
A. Baeza, J. Jiménez, P. Guevara. Chatbot for Palliative Care Caregiver (GES 4). International Conference on Biomedical and Health Informatics (ICBHI 2022), IFMBE Proceedings, Volume 108, pp. 185–191. Springer, Cham, 2022. DOI: https://doi.org/10.1007/978-3-031-59216-4_20
Methodology for Structuring MLE Regulations and Its Automatic Review in Medical Accounts.
S. Villagra, P. Guevara, J. Jiménez. Methodology for Structuring MLE Regulations and Its Automatic Review in Medical Accounts. International Conference on Biomedical and Health Informatics (ICBHI 2022), IFMBE Proceedings, Volume 108, pp. 177–184. Springer, Cham, 2022. DOI: https://doi.org/10.1007/978-3-031-59216-4_19
Superficial White Matter Shape Characterization Using Hierarchical Clustering and a Multi-Subject Bundle Atlas.
C. Mendoza, C. Román, J. Molina, C. Poupon, J.-F. Mangin, C. Hernández, P. Guevara. Superficial White Matter Shape Characterization Using Hierarchical Clustering and a Multi-Subject Bundle Atlas. 18th International Symposium on Medical Information Processing and Analysis (SIPAIM 2022), 2022. DOI: https://doi.org/10.1117/12.2669738
Fiber Bundles Simulator Using Exponential Curves to Validate.
E. Poo, C. Kublik, J. Houenou, C. Poupon, J.-F. Mangin, C. Hernández, P. Guevara. Fiber Bundles Simulator Using Exponential Curves to Validate. 18th International Symposium on Medical Information Processing and Analysis (SIPAIM 2022), 2022. DOI: https://doi.org/10.1117/12.2669811
Group-Wise Cortical Parcellation Based on Structural Connectivity and Hierarchical Clustering.
M. Molina, C. Mendoza, C. Román, J. Houenou, C. Poupon, J.-F. Mangin, W. El-Deredy, C. Hernández, P. Guevara. Group-Wise Cortical Parcellation Based on Structural Connectivity and Hierarchical Clustering. 18th International Symposium on Medical Information Processing and Analysis (SIPAIM 2022), 2022. DOI: https://doi.org/10.1117/12.2670138
Optimización paralela para la segmentación de fascículos de fibras en conjuntos masivos de datos de tractografía
A. Vázquez, N. López-López, M. Figueroa, C. Hernández, P. Guevara. Optimización paralela para la segmentación de fascículos de fibras en conjuntos masivos de datos de tractografía. XXVII Congreso de Electrónica-Electricidad (INGELECTRA 2018), Valdivia, Chile, 2018. Primer lugar en categoría postgrado.
Sistema Interactivo de Promoción del Lenguaje y la Comunicación en niños pequeños
C. Vázquez, J. Jiménez, E. Pino, P. Guevara, M. Peña. Sistema Interactivo de Promoción del Lenguaje y la Comunicación en niños pequeños. XXVII Congreso de Electrónica-Electricidad (INGELECTRA 2018), Valdivia, Chile, 2018. Premio mención honrosa.
Software de realidad virtual para exploración del cerebro en 3D
I. Espinoza, P. Guevara. Software de realidad virtual para exploración del cerebro en 3D. 2do Congreso Nacional Ingeniería Electrónica, CONACINEL 2018, Valdivia, Chile, 2018. Primer lugar concurso de papers.
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. Primer Lugar en Consurso de Papers
A stringent fiber distance measure for dMRI tractography analysis
A. Sánchez, C. Hernández1, C. Poupon, J-F. Mangin and P. Guevara. A stringent fiber distance measure for dMRI tractography analysis. XIII IEEE Escuela de Verano Latino-Americana en Inteligencia Computacional (EVIC)”, Valparaíso, Chile, 2017.
Clustering of massive tractography datasets based on fiber point distribution
C. Román, D. Pinto, C. Poupon, J-F. Mangin and P. Guevara. Clustering of massive tractography datasets based on fiber point distribution. XIII IEEE Escuela de Verano Latino-Americana en Inteligencia Computacional (EVIC)”, Valparaíso, Chile, 2017.