Julio Sotelo

According to our database, Julio Sotelo authored at least 11 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Prediction of Peak-to-Peak Pressure Gradient in Patients with Aortic Coarctation Using Physics-Informed Neural Networks.

Sebastián Jara, Rodrigo Salas, Ricardo Ñanculef, Israel Valverde, Sergio Uribe, Julio Sotelo

Proceedings of the L Latin American Computer Conference, 2024

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

Proceedings of the 19th International Symposium on Medical Information Processing and Analysis, 2023

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, Julio Sotelo, Stéren Chabert, Rodrigo Salas

Proceedings of the HCI International 2023 Posters, 2023

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

Identification of hemodynamic biomarkers for bicuspid aortic valve induced aortic dilation using machine learning.

Pamela Franco, Julio Sotelo, Andrea Guala, Lydia Dux-Santoy, Arturo Evangelista, José F. Rodríguez Palomares, Domingo Mery, Rodrigo Salas, Sergio Uribe

Comput. Biol. Medicine, 2022

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

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, Radomír Chabiniok, Jaroslav Tintera, Julio Sotelo, Sergio Uribe

IEEE Trans. Medical Imaging, 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

2019

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

Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges, 2019

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

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