Carlos Sosa Marrero

According to our database, Carlos Sosa Marrero authored at least 9 papers between 2017 and 2025.

Collaborative distances:

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

2025

Explainable Prediction of Recurrence After Prostate Cancer Radiotherapy Using in Silico digital twin model and machine learning.

Valentin Septiers, Carlos Sosa Marrero, Eleonora Poeta, Hilda Chourak, Aurélien Briens, Renaud de Crevoisier, Maria A. Zuluaga, Oscar Acosta

Proceedings of the Digital Twin for Healthcare - First International Workshop, 2025

A Data-Driven Approach to Optimise Parameters of a Computational Digital Twin Model in Response to SBRT on MR-Linac.

Valentin Septiers, Joséphine Colineaux, Carlos Sosa Marrero, Jennifer Le Guévelou, Kaoutar Elouahabi, Léo Le Bozec, Renaud de Crevoisier, Hervé Saint-Jalmes, Anaïs Barateau, Maria A. Zuluaga, Oscar Acosta

Proceedings of the Computational Mathematics Modeling in Cancer Analysis, 2025

2024

Improved Prediction of Recurrence After Prostate Cancer Radiotherapy Using Multimodal Data and in Silico simulations.

Valentin Septiers, Carlos Sosa Marrero, Renaud de Crevoisier, Aurélien Briens, Hilda Chourak, Maria A. Zuluaga, Oscar Acosta

Proceedings of the Cancer Prevention, Detection, and Intervention - Third MICCAI Workshop, 2024

Radiomics and Mechanistic Hybrid Model for Prediction of Recurrence in Prostate Cancer.

Hilda Chourak, Pierre Fontaine, Aurélien Briens, Renaud de Crevoisier, Oscar Acosta, Carlos Sosa Marrero

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2022

Predicting the impact of standard and hypofractionated schedules in prostate cancer radiotherapy with a mechanistic model.

Carlos Sosa Marrero, Aurélien Briens, Pierre Fontaine, Bastien Rigaud, Renaud de Crevoisier, Oscar Acosta

Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

2021

Towards a Reduced In Silico Model Predicting Biochemical Recurrence After Radiotherapy in Prostate Cancer.

Carlos Sosa Marrero, Renaud de Crevoisier, Alfredo Hernández, Pierre Fontaine, Nathalie Rioux-Leclercq, Romain Mathieu, Alain Fautrel, François Paris, Oscar Acosta

IEEE Trans. Biomed. Eng., 2021

Mechanistic Simulation of Tumor Response Outperforms Radiomics Predicting Recurrence in Prostate Cancer Radiotherapy.

Carlos Sosa Marrero, Pierre Fontaine, Eugenia Mylona, Khémara Gnep, Alfredo Hernández, François Paris, Renaud de Crevoisier, Oscar Acosta

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2019

Sensitivity Analysis Of An In Silico Model Of Tumor Growth And Radiation Response.

Carlos Sosa Marrero, Oscar Acosta, Miguel Castro, Alfredo Hernández, Nathalie Rioux-Leclercq, François Paris, Renaud de Crevoisier

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2017

Towards an integrative computational model for simulating tumor growth and response to radiation therapy.

Carlos Sosa Marrero, Vivien Aubert, Nicolas Ciferri, Alfredo Hernández, Renaud de Crevoisier, Oscar Acosta

Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017