Sergio Uribe

34 papers B 1C 1Journal 29Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Non-iterative and uncertainty-aware MRI-based liver fat estimation using an unsupervised deep learning method.
Medical Image Anal.
Juan P. Meneses, Cristian Tejos, Enes Makalic, Sergio Uribe
2026 J jnl
Uncertainty-aware automated labeling of intracranial arteries using deep learning.
BMC Medical Imaging
Javier Bisbal, Patrick Winter, Sebastian Jofre, Aaron Ponce-Sandoval, Sameer A. Ansari, Ramez N. Abdalla, Michael Markl, Oliver Welin Odeback, Sergio Uribe, Cristian Tejos, Julio Sotelo, Susanne Schnell, David Marlevi
2025 J jnl
Adaptive Plane Reformatting for 4D Flow MRI using Deep Reinforcement Learning.
CoRR
Javier Bisbal, Julio Sotelo, Maria I Valdés, Pablo Irarrazaval, Marcelo E. Andia, Julio García, Jose Rodriguez-Palomares, Francesca Raimondi, Cristian Tejos, Sergio Uribe
2025 J jnl
Automated Labeling of Intracranial Arteries with Uncertainty Quantification Using Deep Learning.
CoRR
Javier Bisbal, Patrick Winter, Sebastian Jofre, Aaron Ponce-Sandoval, Sameer A. Ansari, Ramez N. Abdalla, Michael Markl, Oliver Welin Odeback, Sergio Uribe, Cristian Tejos, Julio Sotelo, Susanne Schnell, David Marlevi
2025 J jnl
Interpretable machine learning model for characterizing magnetic susceptibility-based biomarkers in first episode psychosis.
Comput. Methods Programs Biomed.
Pamela Franco, Cristian Montalba, Raúl Caulier-Cisterna, Carlos Milovic, Alfonso González, Juan P. Ramirez-Mahaluf, Juan Undurraga, Rodrigo Salas, Nicolas Crossley, Cristian Tejos, Sergio Uribe
2024 J jnl
Deep learning based synthesis of MRI, CT and PET: Review and analysis.
Medical Image Anal.
Sanuwani Dayarathna, Kh Tohidul Islam, Sergio Uribe, Guang Yang, Munawar Hayat, Zhaolin Chen
2024 J jnl
Physics-informed neural networks for parameter estimation in blood flow models.
Comput. Biol. Medicine
Jeremias Garay, Jocelyn Dunstan, Sergio Uribe, Francisco Sahli Costabal
2024 C conf
Prediction of Peak-to-Peak Pressure Gradient in Patients with Aortic Coarctation Using Physics-Informed Neural Networks.
CLEI
Sebastián Jara, Rodrigo Salas, Ricardo Ñanculef, Israel Valverde, Sergio Uribe, Julio Sotelo
2023 J jnl
Physics-informed neural networks for blood flow inverse problems.
CoRR
Jeremias Garay, Jocelyn Dunstan, Sergio Uribe, Francisco Sahli Costabal
2023 J jnl
WarpPINN: Cine-MR image registration with physics-informed neural networks.
Medical Image Anal.
Pablo Arratia López, Hernán Mella, Sergio Uribe, Daniel E. Hurtado, Francisco Sahli Costabal
2022 J jnl
A Survey on Deep Learning and Explainability for Automatic Report Generation from Medical Images.
ACM Comput. Surv.
Pablo Messina, Pablo Pino, Denis Parra, Alvaro Soto, Cecilia Besa, Sergio Uribe, Marcelo E. Andia, Cristian Tejos, Claudia Prieto, Daniel Capurro
2022 J jnl
DeepSPIO: Super Paramagnetic Iron Oxide Particle Quantification Using Deep Learning in Magnetic Resonance Imaging.
IEEE Trans. Pattern Anal. Mach. Intell.
Gabriel della Maggiora, Carlos Castillo-Passi, Wenqi Qiu, Shuang Liu, Carlos Milovic, Masaki Sekino, Cristian Tejos, Sergio Uribe, Pablo Irarrazaval
2022 J jnl
Identification of hemodynamic biomarkers for bicuspid aortic valve induced aortic dilation using machine learning.
Comput. Biol. Medicine
Pamela Franco, Julio Sotelo, Andrea Guala, Lydia Dux-Santoy, Arturo Evangelista, José F. Rodríguez Palomares, Domingo Mery, Rodrigo Salas, Sergio Uribe
2022 J jnl
Mechanics-informed snakes isogeometric analysis (MISIGA): an image-based method for the estimation of local deformation and strain in blood vessels.
Eng. Comput.
Agustín Cox, David Ortiz-Puerta, Julio Sotelo, Sergio Uribe, Daniel E. Hurtado
2022 J jnl
Multiple motion encoding in phase-contrast MRI: A general theory and application to elastography imaging.
Medical Image Anal.
Helge Herthum, Hugo Carrillo Lincopi, Axel Osses, Sergio Uribe, Ingolf Sack, Cristóbal Bertoglio
2022 J jnl
Non-invasive local pulse wave velocity using 4D-flow MRI.
Biomed. Signal Process. Control.
Joaquín Mura, Julio Sotelo, Hernán Mella, James Wong, Tarique Hussain, Bram Ruijsink, Sergio Uribe
2022 J jnl
WarpPINN: Cine-MR image registration with physics-informed neural networks.
CoRR
Pablo Arratia López, Hernán Mella, Sergio Uribe, Daniel E. Hurtado, Francisco Sahli Costabal
2021 J jnl
A Spatial Off-Resonance Correction in Spirals for Magnetic Resonance Fingerprinting.
IEEE Trans. Medical Imaging
Ronal Coronado, Gastão Cruz, Carlos Castillo-Passi, Cristian Tejos, Sergio Uribe, Claudia Prieto, Pablo Irarrazaval
2021 J jnl
HARP-I: A Harmonic Phase Interpolation Method for the Estimation of Motion From Tagged MR Images.
IEEE Trans. Medical Imaging
Hernán Mella, Joaquín Mura, Hui Wang, Michael D. Taylor, Radomír Chabiniok, Jaroslav Tintera, Julio Sotelo, Sergio Uribe
2021 J jnl
Level set segmentation with shape prior knowledge using intrinsic rotation, translation and scaling alignment.
Biomed. Signal Process. Control.
Cristobal Arrieta, Carlos A. Sing-Long, Joaquín Mura, Pablo Irarrazaval, Marcelo E. Andia, Sergio Uribe, Cristian Tejos
2021 J jnl
Validation of 4D Flow based relative pressure maps in aortic flows.
Medical Image Anal.
David Nolte, Jesús Urbina, Julio Sotelo, Leo Sok, Cristian Montalba, Israel Valverde, Axel Osses, Sergio Uribe, Cristóbal Bertoglio
2020 J jnl
A Survey on Deep Learning and Explainability for Automatic Image-based Medical Report Generation.
CoRR
Pablo Messina, Pablo Pino, Denis Parra, Alvaro Soto, Cecilia Besa, Sergio Uribe, Marcelo E. Andia, Cristian Tejos, Claudia Prieto, Daniel Capurro
2020 J jnl
Automatic quantification of fat infiltration in paraspinal muscles using T2-weighted images: An OsiriX application.
Biomed. Signal Process. Control.
Cristobal Arrieta, Julio Urrutia, Pablo Besa, Cristian Montalba, Nelson Lafont, Marcelo E. Andia, Sergio Uribe
2020 J jnl
Inspecting state of the art performance and NLP metrics in image-based medical report generation.
CoRR
Pablo Pino, Denis Parra, Pablo Messina, Cecilia Besa, Sergio Uribe
2019 — conf
Manufacturing of Ultrasound- and MRI-Compatible Aortic Valves Using 3D Printing for Analysis and Simulation.
STACOM@MICCAI
Shu Wang, Harminder Gill, Weifeng Wan, Helen Tricker, João Filipe Fernandes, Yohan Noh, Sergio Uribe, Jesús Urbina, Julio Sotelo, Ronak Rajani, Pablo Lamata, Kawal S. Rhode
2019 J jnl
Optimal Dual-VENC Unwrapping in Phase-Contrast MRI.
IEEE Trans. Medical Imaging
Hugo Carrillo Lincopi, Axel Osses, Sergio Uribe, Cristóbal Bertoglio
2018 — conf
Velocity Variability in MRI Phase-Contrast.
EUSIPCO
Ali Dehghan Firoozabadi, Pablo Irarrazaval, Sergio Uribe, Cristian Tejos, Carlos A. Sing-Long
2017 J jnl
Simultaneous left and right ventricle segmentation using topology preserving level sets.
Biomed. Signal Process. Control.
Cristobal Arrieta, Sergio Uribe, Carlos A. Sing-Long, Daniel E. Hurtado, Marcelo E. Andia, Pablo Irarrazaval, Cristian Tejos
2016 J jnl
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
Julio Sotelo, Jesús Urbina, Israel Valverde, Cristian Tejos, Pablo Irarrazaval, Marcelo E. Andia, Sergio Uribe, Daniel E. Hurtado
2016 J jnl
Enhancing the Velocity Data From 4D Flow MR Images by Reducing its Divergence.
IEEE Trans. Medical Imaging
Joaquín Mura, A. Matias Pino, Julio Sotelo, Israel Valverde, Cristian Tejos, Marcelo E. Andia, Pablo Irarrazaval, Sergio Uribe
2015 — conf
Level set segmentation with shape prior knowledge using intrinsic rotation, translation and scaling alignment.
ISBI
Cristobal Arrieta, Carlos A. Sing-Long, Sergio Uribe, Marcelo E. Andia, Pablo Irarrazaval, Cristian Tejos
2013 J jnl
Calcium (Ca2+) waves data calibration and analysis using image processing techniques.
BMC Bioinform.
Carlos Milovic, Carolina Oses, Manuel Villalón, Sergio Uribe, Carlos Lizama, Claudia Prieto, Marcelo E. Andia, Pablo Irarrazaval, Cristian Tejos
2011 J jnl
TRIO a Technique for Reconstruction Using Intensity Order: Application to Undersampled MRI.
IEEE Trans. Medical Imaging
Leonardo Ramirez, Claudia Prieto, Carlos A. Sing-Long, Sergio Uribe, Philip G. Batchelor, Cristian Tejos, Pablo Irarrazaval
2008 B conf
Robust registration between cardiac MRI images and atlas for segmentation propagation.
Image Processing
Xiahai Zhuang, David J. Hawkes, William R. Crum, Redha Boubertakh, Sergio Uribe, David Atkinson, Philipp G. Batchelor, Tobias Schaeffter, Reza Razavi, Derek L. G. Hill