Gilles Créhange

According to our database, Gilles Créhange authored at least 7 papers between 2012 and 2021.

Collaborative distances:

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

2021

Learning With Context Feedback Loop for Robust Medical Image Segmentation.

Kibrom Berihu Girum, Gilles Créhange, Alain Lalande

IEEE Trans. Medical Imaging, 2021

2020

A deep learning method for real-time intraoperative US image segmentation in prostate brachytherapy.

Kibrom Berihu Girum, Alain Lalande, Raabid Hussain, Gilles Créhange

Int. J. Comput. Assist. Radiol. Surg., 2020

Fast interactive medical image segmentation with weakly supervised deep learning method.

Kibrom Berihu Girum, Gilles Créhange, Raabid Hussain, Alain Lalande

Int. J. Comput. Assist. Radiol. Surg., 2020

Automatic Myocardial Infarction Evaluation from Delayed-Enhancement Cardiac MRI Using Deep Convolutional Networks.

Kibrom Berihu Girum, Youssef Skandarani, Raabid Hussain, Alexis Bozorg Grayeli, Gilles Créhange, Alain Lalande

Proceedings of the Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges, 2020

2019

Deep Generative Model-Driven Multimodal Prostate Segmentation in Radiotherapy.

Kibrom Berihu Girum, Gilles Créhange, Raabid Hussain, Paul Michael Walker, Alain Lalande

Proceedings of the Artificial Intelligence in Radiation Therapy, 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

Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

2012

Classification of prostate magnetic resonance spectra using Support Vector Machine.

Sébastien Parfait, Paul Michael Walker, Gilles Créhange, Xavier Tizon, Johel Mitéran

Biomed. Signal Process. Control., 2012