Olivier Rouvière

According to our database, Olivier Rouvière authored at least 9 papers between 2011 and 2024.

Collaborative distances:

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

2024

Weakly supervised deep learning model with size constraint for prostate cancer detection in multiparametric MRI and generalization to unseen domains.

Robin Trombetta, Olivier Rouvière, Carole Lartizien

Proceedings of the Medical Imaging with Deep Learning, 3-5 July 2024, Paris, France., 2024

2022

ProstAttention-Net: A deep attention model for prostate cancer segmentation by aggressiveness in MRI scans.

Audrey Duran, Gaspard Dussert, Olivier Rouvière, Tristan Jaouen, Pierre-Marc Jodoin, Carole Lartizien

Medical Image Anal., 2022

2015

Transfer Learning for Prostate Cancer Mapping Based on Multicentric MR Imaging Databases.

Rahaf Aljundi, Jérôme Lehaire, Fabrice Prost-Boucle, Olivier Rouvière, Carole Lartizien

Proceedings of the Machine Learning Meets Medical Imaging - First International Workshop, 2015

2014

Kernel-Based Learning From Both Qualitative and Quantitative Labels: Application to Prostate Cancer Diagnosis Based on Multiparametric MR Imaging.

Emilie Niaf, Rémi Flamary, Olivier Rouvière, Carole Lartizien, Stéphane Canu

IEEE Trans. Image Process., 2014

SVM with feature selection and smooth prediction in images: Application to CAD of prostate cancer.

Emilie Niaf, Rémi Flamary, Alain Rakotomamonjy, Olivier Rouvière, Carole Lartizien

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Computer-aided diagnostic system for prostate cancer detection and characterization combining learned dictionaries and supervised classification.

Jérôme Lehaire, Rémi Flamary, Olivier Rouvière, Carole Lartizien

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2012

Robust alignment of prostate histology slices with quantified accuracy.

Cecilia Hughes, Olivier Rouvière, Florence Mege-Lechevallier, Rémi Souchon, Rémy Prost

Proceedings of the Medical Imaging 2012: Image Processing, 2012

A novel method for 3D prostate MR-histology registration using anatomical landmarks.

Cecilia Hughes, Olivier Rouvière, Florence Mege-Lechevallier, Rémi Souchon, Rémy Prost

Proceedings of the 20th European Signal Processing Conference, 2012

2011

Computer-aided diagnosis for prostate cancer detection in the peripheral zone via multisequence MRI.

Emilie Niaf, Olivier Rouvière, Carole Lartizien

Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011