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, April 25th, 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, March 10th, 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, May 18th, 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, November 15th, 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, October 16th, 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. International Conference on Biomedical and Health
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
Parallel optimization for the segmentation of fiber fascicles in massive tractography data sets
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 (Parallel optimization for the segmentation of fiber fascicles in massive tractography data sets). XXVII Congress of Electronics-Electricity (INGELECTRA 2018), Valdivia, Chile, 2018. First place in postgraduate category.
Interactive System for the Promotion of Language and Communication in small children
C. Vázquez, J. Jiménez, E. Pino, P. Guevara, M. Peña. Sistema Interactivo de Promoción del Lenguaje y la Comunicación en niños pequeños (Interactive System for the Promotion of Language and Communication in small children). XXVII Congress of Electronics-Electricity (INGELECTRA 2018), Valdivia, Chile, 2018. Honorable mention.
Virtual Reality Software for 3D Exploration of the Brain
I. Espinoza, P. Guevara. Software de realidad virtual para exploración del cerebro en 3D (Virtual Reality Software for 3D Exploration of the Brain). 2nd National Congress of Electronics Engineering, CONACINEL 2018, Valdivia, Chile, 2018. First place, Paper contest.
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. Aplicación Móvil para Adultos Mayores en Tratamiento de la Hipertensión Arterial (Mobile Application for Seniors in the Treatment of Arterial Hypertension). I Seminar of Health Informatics, Valparaíso, Chile, 2017. First place, Paper contest.
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 Latin-American Summer School in Computational Intelligence (EVIC)”, Valparaíso, Chile, 2017.