Multiple Kernel Learning Applied to the Prediction of Prostate Cancer Recurrence from MRI Radiomic Features. - Diana Marcela Marín Castrillón; Pierre Fontaine; Khemara Gnep; Renaud de Crevoisier; Gloria Díaz; Oscar Acosta (BIBE, 2019)

Comparison of Machine Learning Algorithms and Oversampling Techniques for Urinary Toxicity Prediction After Prostate Cancer Radiotherapy. - Eugenia Mylona; Clement Lebreton; Pierre Fontaine; Stéphane Supiot; Nicolas Magne; Gilles Créhange; Renaud de Crevoisier; Oscar Acosta (BIBE, 2019)

Comparison of feature selection in radiomics for the prediction of overall survival after radiotherapy for hepatocellular carcinoma. - Pierre Fontaine; Francois-Georges Riet; Joël Castelli; Khemara Gnep; Adrien Depeursinge; Renaud de Crevoisier; Oscar Acosta (EMBC, 2020)

Mechanistic Simulation of Tumor Response Outperforms Radiomics Predicting Recurrence in Prostate Cancer Radiotherapy. - Carlos Sosa Marrero; Pierre Fontaine; Eugenia Mylona; Khémara Gnep; Alfredo Hernández 001; François Paris; Renaud de Crevoisier; Oscar Acosta (ISBI, 2021)

Multi-task Deep Segmentation and Radiomics for Automatic Prognosis in Head and Neck Cancer. - Vincent Andrearczyk; Pierre Fontaine; Valentin Oreiller; Joël Castelli; Mario Jreige; John O. Prior; Adrien Depeursinge (PRIME@MICCAI, 2021)

Fully Automatic Head and Neck Cancer Prognosis Prediction in PET/CT. - Pierre Fontaine; Vincent Andrearczyk; Valentin Oreiller; Joël Castelli; Mario Jreige; John O. Prior; Adrien Depeursinge (ML-CDS@MICCAI, 2021)

Towards a Reduced In Silico Model Predicting Biochemical Recurrence After Radiotherapy in Prostate Cancer. - Carlos Sosa Marrero; Renaud de Crevoisier; Alfredo Hernández 001; Pierre Fontaine; Nathalie Rioux-Leclercq; Romain Mathieu; Alain Fautrel; François Paris; Oscar Acosta (IEEE Trans. Biomed. Eng., 2021)

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 (BHI, 2022)

Extraction and analysis of image features within a radiomics workflow applied to prediction in radiotherapy. (Extraction et analyse des caractéristiques de l'image dans le cadre de la méthode radiomique appliqué à la prédiction de la radiothérapie). - Pierre Fontaine (2022)

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 (ISBI, 2024)