Robust registration between cardiac MRI images and atlas for segmentation propagation. - 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 (Image Processing, 2008)

TRIO a Technique for Reconstruction Using Intensity Order: Application to Undersampled MRI. - Leonardo Ramirez; Claudia Prieto; Carlos A. Sing-Long; Sergio Uribe; Philip G. Batchelor; Cristian Tejos; Pablo Irarrazaval (IEEE Trans. Medical Imaging, 2011)

Calcium (Ca2+) waves data calibration and analysis using image processing techniques. - Carlos Milovic; Carolina Oses; Manuel Villalón; Sergio Uribe; Carlos Lizama; Claudia Prieto; Marcelo E. Andia; Pablo Irarrazaval; Cristian Tejos (BMC Bioinform., 2013)

Level set segmentation with shape prior knowledge using intrinsic rotation, translation and scaling alignment. - Cristobal Arrieta; Carlos A. Sing-Long; Sergio Uribe; Marcelo E. Andia; Pablo Irarrazaval; Cristian Tejos (ISBI, 2015)

Enhancing the Velocity Data From 4D Flow MR Images by Reducing its Divergence. - Joaquín Mura; A. Matias Pino; Julio Sotelo; Israel Valverde; Cristian Tejos; Marcelo E. Andia; Pablo Irarrazaval; Sergio Uribe (IEEE Trans. Medical Imaging, 2016)

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. - Julio Sotelo; Jesús Urbina; Israel Valverde; Cristian Tejos; Pablo Irarrazaval; Marcelo E. Andia; Sergio Uribe; Daniel E. Hurtado (IEEE Trans. Medical Imaging, 2016)

Simultaneous left and right ventricle segmentation using topology preserving level sets. - Cristobal Arrieta; Sergio Uribe; Carlos A. Sing-Long; Daniel E. Hurtado; Marcelo E. Andia; Pablo Irarrazaval; Cristian Tejos (Biomed. Signal Process. Control., 2017)

Velocity Variability in MRI Phase-Contrast. - Ali Dehghan Firoozabadi; Pablo Irarrazaval; Sergio Uribe; Cristian Tejos; Carlos A. Sing-Long (EUSIPCO, 2018)

Manufacturing of Ultrasound- and MRI-Compatible Aortic Valves Using 3D Printing for Analysis and Simulation. - 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 (STACOM@MICCAI, 2019)

Optimal Dual-VENC Unwrapping in Phase-Contrast MRI. - Hugo Carrillo Lincopi; Axel Osses; Sergio Uribe; Cristóbal Bertoglio (IEEE Trans. Medical Imaging, 2019)

Automatic quantification of fat infiltration in paraspinal muscles using T2-weighted images: An OsiriX application. - Cristobal Arrieta; Julio Urrutia; Pablo Besa; Cristian Montalba; Nelson Lafont; Marcelo E. Andia; Sergio Uribe (Biomed. Signal Process. Control., 2020)

A Survey on Deep Learning and Explainability for Automatic Image-based Medical Report Generation. - Pablo Messina; Pablo Pino; Denis Parra; Alvaro Soto; Cecilia Besa; Sergio Uribe; Marcelo E. Andia; Cristian Tejos; Claudia Prieto; Daniel Capurro (CoRR, 2020)

Inspecting state of the art performance and NLP metrics in image-based medical report generation. - Pablo Pino; Denis Parra; Pablo Messina; Cecilia Besa; Sergio Uribe (CoRR, 2020)

Level set segmentation with shape prior knowledge using intrinsic rotation, translation and scaling alignment. - Cristobal Arrieta; Carlos A. Sing-Long; Joaquín Mura; Pablo Irarrazaval; Marcelo E. Andia; Sergio Uribe; Cristian Tejos (Biomed. Signal Process. Control., 2021)

Validation of 4D Flow based relative pressure maps in aortic flows. - David Nolte; Jesús Urbina; Julio Sotelo; Leo Sok; Cristian Montalba; Israel Valverde; Axel Osses; Sergio Uribe; Cristóbal Bertoglio (Medical Image Anal., 2021)

A Spatial Off-Resonance Correction in Spirals for Magnetic Resonance Fingerprinting. - Ronal Coronado; Gastão Cruz; Carlos Castillo-Passi; Cristian Tejos; Sergio Uribe; Claudia Prieto; Pablo Irarrazaval (IEEE Trans. Medical Imaging, 2021)

HARP-I: A Harmonic Phase Interpolation Method for the Estimation of Motion From Tagged MR Images. - Hernán Mella; Joaquín Mura; Hui Wang; Michael D. Taylor 001; Radomír Chabiniok; Jaroslav Tintera; Julio Sotelo; Sergio Uribe (IEEE Trans. Medical Imaging, 2021)

Non-invasive local pulse wave velocity using 4D-flow MRI. - Joaquín Mura; Julio Sotelo; Hernán Mella; James Wong; Tarique Hussain; Bram Ruijsink; Sergio Uribe (Biomed. Signal Process. Control., 2022)

Identification of hemodynamic biomarkers for bicuspid aortic valve induced aortic dilation using machine learning. - Pamela Franco; Julio Sotelo; Andrea Guala 002; Lydia Dux-Santoy; Arturo Evangelista; José F. Rodríguez Palomares; Domingo Mery; Rodrigo Salas 001; Sergio Uribe (Comput. Biol. Medicine, 2022)

Mechanics-informed snakes isogeometric analysis (MISIGA): an image-based method for the estimation of local deformation and strain in blood vessels. - Agustín Cox; David Ortiz-Puerta; Julio Sotelo; Sergio Uribe; Daniel E. Hurtado (Eng. Comput., 2022)

Multiple motion encoding in phase-contrast MRI: A general theory and application to elastography imaging. - Helge Herthum; Hugo Carrillo Lincopi; Axel Osses; Sergio Uribe; Ingolf Sack; Cristóbal Bertoglio (Medical Image Anal., 2022)

DeepSPIO: Super Paramagnetic Iron Oxide Particle Quantification Using Deep Learning in Magnetic Resonance Imaging. - Gabriel della Maggiora; Carlos Castillo-Passi; Wenqi Qiu 002; Shuang Liu; Carlos Milovic; Masaki Sekino; Cristian Tejos; Sergio Uribe; Pablo Irarrazaval (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

A Survey on Deep Learning and Explainability for Automatic Report Generation from Medical Images. - Pablo Messina; Pablo Pino; Denis Parra; Alvaro Soto; Cecilia Besa; Sergio Uribe; Marcelo E. Andia; Cristian Tejos; Claudia Prieto; Daniel Capurro (ACM Comput. Surv., 2022)

Physics-informed neural networks for blood flow inverse problems. - Jeremias Garay; Jocelyn Dunstan; Sergio Uribe; Francisco Sahli Costabal (CoRR, 2023)

WarpPINN: Cine-MR image registration with physics-informed neural networks. - Pablo Arratia López; Hernán Mella; Sergio Uribe; Daniel E. Hurtado; Francisco Sahli Costabal (Medical Image Anal., 2023)

Prediction of Peak-to-Peak Pressure Gradient in Patients with Aortic Coarctation Using Physics-Informed Neural Networks. - Sebastián Jara; Rodrigo Salas 001; Ricardo Ñanculef; Israel Valverde; Sergio Uribe; Julio Sotelo (CLEI, 2024)

Physics-informed neural networks for parameter estimation in blood flow models. - Jeremias Garay; Jocelyn Dunstan; Sergio Uribe; Francisco Sahli Costabal (Comput. Biol. Medicine, 2024)

Deep learning based synthesis of MRI, CT and PET: Review and analysis. - Sanuwani Dayarathna; Kh Tohidul Islam; Sergio Uribe; Guang Yang 006; Munawar Hayat; Zhaolin Chen (Medical Image Anal., 2024)

Adaptive Plane Reformatting for 4D Flow MRI using Deep Reinforcement Learning. - Javier Bisbal; Julio Sotelo; Maria I Valdés; Pablo Irarrazaval; Marcelo E. Andia; Julio García; Jose Rodriguez-Palomares; Francesca Raimondi; Cristian Tejos; Sergio Uribe (CoRR, 2025)