Gaël Dréan

According to our database, Gaël Dréan authored at least 6 papers between 2011 and 2015.

Collaborative distances:

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

2015

A Novel Classification Method for Prediction of Rectal Bleeding in Prostate Cancer Radiotherapy Based on a Semi-Nonnegative ICA of 3D Planned Dose Distributions.

Julie Coloigner, Aureline Fargeas, Amar Kachenoura, Lu Wang, Gaël Dréan, Caroline Lafond, Lotfi Senhadji, Renaud de Crevoisier, Oscar Acosta, Laurent Albera

IEEE J. Biomed. Health Informatics, 2015

Recent advancements in toxicity prediction following prostate cancer radiotherapy.

Juan David Ospina, Aureline Fargeas, Gaël Dréan, Antoine Simon, Oscar Acosta, Renaud de Crevoisier

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2013

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

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

2012

Inter-individual organ-driven CT registration for dose mapping in prostate cancer radiotherapy.

Gaël Dréan, Oscar Acosta, Antoine Simon, Renaud de Crevoisier, Pascal Haigron

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

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

Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 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

Proceedings of the Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions, 2011