Olivier Petit

PhD - Publications

I had the pleasure of carrying out my Ph.D. at the CEDRIC lab at the CNAM, in collaboration with the company Visible Patient, as part of a CIFRE program. You can find all of my publications as well as my final thesis document on this page.

Olivier Petit

Thesis "Semantic Segmentation of 3D Medical Images with Deep Learning"

STIPPLE grahical abstract
Olivier Petit, Nicolas Thome, Luc Soler

3D Spatial Priors for Semi-Supervised Organ Segmentation with Deep Convolutional Neural Networks

IJCARS 2021
U-Transformer grahical abstract
Olivier Petit, Nicolas Thome, Clement Rambour, Loic Themyr, Toby Collins, Luc Soler

U-Net Transformer: Self and Cross Attention for Medical Image Segmentation

MICCAI 2021 workshop MLMI
INNERANT grahical abstract
Olivier Petit, Nicolas Thome, Luc Soler

Iterative Confidence Relabeling with Deep ConvNets for Organ Segmentation with Partial Labels

Computerized Medical Imaging and Graphics, 2021
MIDL Prior grahical abstract
Olivier Petit, Nicolas Thome, Luc Soler

Biasing Deep ConvNets for Semantic Segmentation of Medical Images with a Prior-driven Prediction Function

MIDL 2019
SMILE grahical abstract
Olivier Petit, Nicolas Thome, Arnaud Charnoz, Alexandre Hostettler, Luc Soler

Handling Missing Annotations for Semantic Segmentation with Deep ConvNets.

MICCAI 2018 workshop DLMIA