Julio Sotelo

17 papers C 1Journal 12Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Evaluating the impact of blood rheology in hemodynamic parameters by 4D Flow MRI in large vessels considering the hematocrit effect.
Biomed. Signal Process. Control.
Hernán Mella, Felipe Galarce, Tetsuro Sekine, Julio Sotelo, Ernesto Castillo
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 — conf
Radiomic Features Extraction from CMR perfusion imaging to evaluate ischemic damage and ventricular function in coronary artery disease.
SIPAIM
Cristina Jiménez-Jara, Rodrigo Salas, Rienzi A. Diaz-Navarro, Julio Sotelo
2025 J jnl
Radiomics-driven neuro-fuzzy framework for rule generation to enhance explainability in MRI-based brain tumor segmentation.
Frontiers Neuroinformatics
Leondry Mayeta-Revilla, Eduardo Cavieres, Matias Salinas, Diego Mellado, Sebastian Ponce, Francisco Torres Moyano, Stéren Chabert, Marvin Querales, Julio Sotelo, Rodrigo Salas
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 — conf
A Deep Learning Classifier Using Sliding Patches For Detection of Mammographical Findings.
SIPAIM
Diego Mellado, Marvin Querales, Julio Sotelo, Eduardo Godoy, Fabian Pardo, Scarlett Lever, Stéren Chabert, Rodrigo Salas
2023 — conf
Torwards Trustworthy Machine Learning based systems: Evaluating breast cancer predictions interpretability using Human Centered Machine Learning and UX Techniques.
HCI (47)
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, Julio Sotelo, Stéren Chabert, Rodrigo Salas
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
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
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
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
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
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