Publications

J’ai eu le plaisir de réaliser un doctorat au laboratoire CEDRIC du Cnam, en collaboration avec l’entreprise Visible Patient, dans le cadre d’une CIFRE. Vous pouvez retrouver l’ensemble de mes publications ainsi que mon manuscrit final de thèse sur cette page.

Olivier Petit

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

Olivier Petit, Nicolas Thome, Luc Soler

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

IJCARS 2021

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

Olivier Petit, Nicolas Thome, Luc Soler

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

Computerized Medical Imaging and Graphics, 2021

Olivier Petit, Nicolas Thome, Luc Soler

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

MIDL 2019

Olivier Petit, Nicolas Thome, Arnaud Charnoz, Alexandre Hostettler, Luc Soler

Handling Missing Annotations for Semantic Segmentation with Deep ConvNets.

MICCAI 2018 workshop DLMIA