Dose Monitoring in Prostate Cancer Radiotherapy Using CBCT to CT Constrained Elastic Image Registration. - Guillaume Cazoulat; Antoine Simon; Oscar Acosta; Juan David Ospina; Khemara Gnep; Romain Viard; Renaud de Crevoisier; Pascal Haigron (Prostate Cancer Imaging, 2011)

Spatial Characterization and Classification of Rectal Bleeding in Prostate Cancer Radiotherapy with a Voxel-Based Principal Components Analysis Model for 3D Dose Distribution. - Baiyang Chen; Oscar Acosta; Amar Kachenoura; Juan David Ospina; Gaël Dréan; Antoine Simon; Jean-Jacques Bellanger; Pascal Haigron; Renaud de Crevoisier (Prostate Cancer Imaging, 2011)

Spatial Nonparametric Mixed-Effects Model with Spatial-Varying Coefficients for Analysis of Populations. - Juan David Ospina; Oscar Acosta; Gaël Dréan; Guillaume Cazoulat; Antoine Simon; Juan Carlos Correa; Pascal Haigron; Renaud de Crevoisier (MLMI, 2011)

A non parametric mixed-effect model for population analysis: Application to Alzheimer's disease data. - Juan David Ospina; Oscar Acosta; Renaud de Crevoisier; Juan Carlos Correa; Pascal Haigron (ISBI, 2012)

A Tensor-Based Population Value Decomposition to Explain Rectal Toxicity after Prostate Cancer Radiotherapy. - Juan David Ospina; Frederic Commandeur; Richard Ríos; Gaël Dréan; Juan Carlos Correa; Antoine Simon; Pascal Haigron; Renaud de Crevoisier; Oscar Acosta (MICCAI (2), 2013)

A new parameter computed with independent component analysis to predict rectal toxicity following prostate cancer radiotherapy. - Aureline Fargeas; Juan David Ospina Arango; Amar Kachenoura; Nathalie Costet; Laurent Albera; Caroline Lafond; Oscar Acosta; Renaud de Crevoisier (EMBC, 2015)

Recent advancements in toxicity prediction following prostate cancer radiotherapy. - Juan David Ospina; Aureline Fargeas; Gaël Dréan; Antoine Simon; Oscar Acosta; Renaud de Crevoisier (EMBC, 2015)

Weighted quantification of 18F-FDG tumor metabolism activity using fuzzy-thresholding to predict post-treatment tumor recurrence. - Geoffrey Roman-Jimenez; Oscar Acosta; Julie Leseur; Anne Devillers; Jonathan Le Gouestre; Juan David Ospina; Antoine Simon; Pierre Tervé; Renaud de Crevoisier (EMBC, 2015)

Random forests to predict tumor recurrence following cervical cancer therapy using pre- and per-treatment 18F-FDG PET parameters. - Geoffrey Roman-Jimenez; Oscar Acosta; Julie Leseur; Anne Devillers; Henri Der Sarkissian; Lina Guzman; Éloïse Grossiord; Juan David Ospina; Renaud de Crevoisier (EMBC, 2016)

Detection of bladder metabolic artifacts in 18F-FDG PET imaging. - Geoffrey Roman-Jimenez; Renaud de Crevoisier; Julie Leseur; Anne Devillers; Juan David Ospina; Antoine Simon; Pierre Tervé; Oscar Acosta (Comput. Biol. Medicine, 2016)

Population model of bladder motion and deformation based on dominant eigenmodes and mixed-effects models in prostate cancer radiotherapy. - Richard Ríos; Renaud de Crevoisier; Juan David Ospina; Frederic Commandeur; Caroline Lafond; Antoine Simon; Pascal Haigron; Jairo Espinosa; Oscar Acosta (Medical Image Anal., 2017)

MRI to CT Prostate Registration for Improved Targeting in Cancer External Beam Radiotherapy. - Frederic Commandeur; Antoine Simon; Romain Mathieu; Mohamed Nassef; Juan David Ospina Arango; Yan Rolland; Pascal Haigron; Renaud de Crevoisier; Oscar Acosta (IEEE J. Biomed. Health Informatics, 2017)

Towards an Improved ASUM-DM Process Methodology for Cross-Disciplinary Multi-organization Big Data & Analytics Projects. - Santiago Angée; Silvia I. Lozano-Argel; Edwin Nelson Montoya Munera; Juan David Ospina Arango; Marta S. Tabares-Betancur (KMO, 2018)