Daniel E. Hurtado

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 13

Top Topics

Finite Element Method

Gaussian Process

Top Venues

SIAM J. Imaging Sci.

IEEE Trans. Medical Imaging

Biomed. Signal Process. Control.

Publications

Felipe Contreras-Briceño, Jorge Cancino, Maximiliano Espinosa-Ramírez, Gonzalo Fernández, Vader Johnson, Daniel E. Hurtado
Estimation of ventilatory thresholds during exercise using respiratory wearable sensors. npj Digit. Medicine 7 (1) (2024)
José Barahona, Francisco Sahli Costabal, Daniel E. Hurtado
Machine learning modeling of lung mechanics: Assessing the variability and propagation of uncertainty in respiratory-system compliance and airway resistance. Comput. Methods Programs Biomed. 243 (2024)
Pablo Arratia López, Hernán Mella, Sergio Uribe, Daniel E. Hurtado, Francisco Sahli Costabal
WarpPINN: Cine-MR image registration with physics-informed neural networks. Medical Image Anal. 89 (2023)
Agustín Cox, David Ortiz-Puerta, Julio Sotelo, Sergio Uribe, Daniel E. Hurtado
Mechanics-informed snakes isogeometric analysis (MISIGA): an image-based method for the estimation of local deformation and strain in blood vessels. Eng. Comput. 38 (5) (2022)
Pablo Arratia López, Hernán Mella, Sergio Uribe, Daniel E. Hurtado, Francisco Sahli Costabal
WarpPINN: Cine-MR image registration with physics-informed neural networks. CoRR (2022)
Nicolas A. Barnafi, Gabriel N. Gatica, Daniel E. Hurtado, Willian Miranda, Ricardo Ruiz-Baier
Adaptive Mesh Refinement in Deformable Image Registration: A Posteriori Error Estimates for Primal and Mixed Formulations. SIAM J. Imaging Sci. 14 (3) (2021)
Daniel E. Hurtado, Javier A. P. Chávez, Roberto Mansilla, Roberto Lopez, Angel Abusleme
Respiratory Volume Monitoring: A Machine-Learning Approach to the Non-Invasive Prediction of Tidal Volume and Minute Ventilation. IEEE Access 8 (2020)
Daniel E. Hurtado, Javiera Jilberto, Grigory Panasenko
Non-ohmic tissue conduction in cardiac electrophysiology: Upscaling the non-linear voltage-dependent conductance of gap junctions. PLoS Comput. Biol. 16 (2) (2020)
Francisco Sahli Costabal, Paris Perdikaris, Ellen Kuhl, Daniel E. Hurtado
Multi-fidelity classification using Gaussian processes: accelerating the prediction of large-scale computational models. CoRR (2019)
Nicolas A. Barnafi, Gabriel N. Gatica, Daniel E. Hurtado
Primal and Mixed Finite Element Methods for Deformable Image Registration Problems. SIAM J. Imaging Sci. 11 (4) (2018)
Cristobal Arrieta, Sergio Uribe, Carlos A. Sing-Long, Daniel E. Hurtado, Marcelo E. Andia, Pablo Irarrazaval, Cristian Tejos
Simultaneous left and right ventricle segmentation using topology preserving level sets. Biomed. Signal Process. Control. 33 (2017)
Daniel E. Hurtado, Nicolas Villarroel, Jaime Retamal, Guillermo Bugedo, Alejandro Bruhn
Improving the Accuracy of Registration-Based Biomechanical Analysis: A Finite Element Approach to Lung Regional Strain Quantification. IEEE Trans. Medical Imaging 35 (2) (2016)
Julio Sotelo, Jesús Urbina, Israel Valverde, Cristian Tejos, Pablo Irarrazaval, Marcelo E. Andia, Sergio Uribe, Daniel E. Hurtado
3D Quantification of Wall Shear Stress and Oscillatory Shear Index Using a Finite-Element Method in 3D CINE PC-MRI Data of the Thoracic Aorta. IEEE Trans. Medical Imaging 35 (6) (2016)