Matthieu Lê

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 11

Top Topics

Computationally Efficient

Image Segmentation

Convolutional Neural Networks

Top Venues

IEEE Trans. Medical Imaging

Medical Image Anal.

Publications

Bo Chang, Can Xu, Matthieu Lê, Jingchen Feng, Ya Le, Sriraj Badam, Ed Chi, Minmin Chen
Recency Dropout for Recurrent Recommender Systems. CoRR (2022)
Matthieu Lê, Hervé Delingette, Jayashree Kalpathy-Cramer, Elizabeth R. Gerstner, Tracy Batchelor, Jan Unkelbach, Nicholas Ayache
Personalized Radiotherapy Planning Based on a Computational Tumor Growth Model. IEEE Trans. Medical Imaging 36 (3) (2017)
Jesse Lieman-Sifry, Matthieu Lê, Felix Lau, Sean Sall, Daniel Golden
FastVentricle: Cardiac Segmentation with ENet. CoRR (2017)
Matthieu Lê, Jesse Lieman-Sifry, Felix Lau, Sean Sall, Albert Hsiao, Daniel Golden
Computationally Efficient Cardiac Views Projection Using 3D Convolutional Neural Networks. DLMIA/ML-CDS@MICCAI (2017)
Jesse Lieman-Sifry, Matthieu Lê, Felix Lau, Sean Sall, Daniel Golden
FastVentricle: Cardiac Segmentation with ENet. FIMH (2017)
Matthieu Lê, Jesse Lieman-Sifry, Felix Lau, Sean Sall, Albert Hsiao, Daniel Golden
Computationally efficient cardiac views projection using 3D Convolutional Neural Networks. CoRR (2017)
Nicolas Cordier, Herve Delingette, Matthieu Lê, Nicholas Ayache
Extended Modality Propagation: Image Synthesis of Pathological Cases. IEEE Trans. Medical Imaging 35 (12) (2016)
Matthieu Lê, Hervé Delingette, Jayashree Kalpathy-Cramer, Elizabeth R. Gerstner, Tracy Batchelor, Jan Unkelbach, Nicholas Ayache
MRI Based Bayesian Personalization of a Tumor Growth Model. IEEE Trans. Medical Imaging 35 (10) (2016)
Matthieu Lê, Jan Unkelbach, Nicholas Ayache, Hervé Delingette
Sampling image segmentations for uncertainty quantification. Medical Image Anal. 34 (2016)
Matthieu Lê, Hervé Delingette, Jayashree Kalpathy-Cramer, Elizabeth R. Gerstner, Tracy Batchelor, Jan Unkelbach, Nicholas Ayache
Bayesian Personalization of Brain Tumor Growth Model. MICCAI (2) (2015)
Matthieu Lê, Jan Unkelbach, Nicholas Ayache, Hervé Delingette
GPSSI: Gaussian Process for Sampling Segmentations of Images. MICCAI (3) (2015)