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)

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)

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)

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)

Torwards Trustworthy Machine Learning based systems: Evaluating breast cancer predictions interpretability using Human Centered Machine Learning and UX Techniques. - Jonathan Ugalde; Eduardo Godoy; Diego Mellado; Eduardo Cavieres; Bastian Carvajal; Carlos Fernández; Pamela Illescas; Rodrigo H. Avaria; Claudia Díaz; Rodrigo Ferreira; Marvin Querales; Scarlett Lever; et al. (HCI (47), 2023)

A Deep Learning Classifier Using Sliding Patches For Detection of Mammographical Findings. - Diego Mellado; Marvin Querales; Julio Sotelo; Eduardo Godoy; Fabian Pardo; Scarlett Lever; Stéren Chabert; Rodrigo Salas 001 (SIPAIM, 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)

Radiomics-driven neuro-fuzzy framework for rule generation to enhance explainability in MRI-based brain tumor segmentation. - Leondry Mayeta-Revilla; Eduardo Cavieres; Matias Salinas; Diego Mellado; Sebastian Ponce; Francisco Torres Moyano; Stéren Chabert; Marvin Querales; Julio Sotelo; Rodrigo Salas 001 (Frontiers Neuroinformatics, 2025)

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)

Automated Labeling of Intracranial Arteries with Uncertainty Quantification Using Deep Learning. - Javier Bisbal; Patrick Winter; Sebastian Jofre; Aaron Ponce-Sandoval; Sameer A. Ansari; Ramez N. Abdalla; Michael Markl 001; Oliver Welin Odeback; Sergio Uribe; Cristian Tejos; Julio Sotelo; Susanne Schnell; et al. (CoRR, 2025)

Evaluating the impact of blood rheology in hemodynamic parameters by 4D Flow MRI in large vessels considering the hematocrit effect. - Hernán Mella; Felipe Galarce; Tetsuro Sekine; Julio Sotelo; Ernesto Castillo (Biomed. Signal Process. Control., 2026)