Guillermo Torres

According to our database, Guillermo Torres authored at least 6 papers between 2019 and 2025.

Collaborative distances:

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

2025

VAE-Based Feature Extraction for Lung Nodule Diagnosis.

Zhihan Liu, Debora Gil, Guillermo Torres

Proceedings of the International Workshop on Automotive and Medical Multimedia: Bridging the Gap Between Mobility and Healthcare, 2025

2024

Impact of Acquisition Parameters on the Performance of Radiomic Systems.

Debora Gil, Guillermo Torres, Sonia Baeza Mena, Antoni Rosell Gratacós, Carles Sánchez

Proceedings of the Computational Collective Intelligence - 16th International Conference, 2024

2023

Prediction of Malignancy in Lung Cancer using several strategies for the fusion of Multi-Channel Pyradiomics Images.

Guillermo Torres, Jan Rodriguez Dueñas, Sonia Baeza Mena, Antoni Rosell Gratacós, Carles Sánchez, Debora Gil

Proceedings of the 25th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2023

2022

Learning networks hyper-parameter using multi-objective optimization of statistical performance metrics.

Guillermo Torres, Carles Sánchez, Debora Gil

Proceedings of the 24th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2022

2021

Intelligent Radiomic Analysis of Q-SPECT/CT images to optimize pulmonary embolism diagnosis in COVID-19 patients.

Debora Gil, Sonia Baeza, Carles Sánchez, Guillermo Torres, Ignasi García-Olivé, Gloria Moragas, Jordi Deportós, Maite Salcedo, Antoni Rosell

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2019

Selection of Radiomics Features based on their Reproducibility.

Marta Ligero, Guillermo Torres, Carles Sánchez, Katerine Díaz-Chito, Raquel Perez, Debora Gil

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019