Search Results for author: Emmanuelle Bourigault

Found 3 papers, 1 papers with code

MVDiff: Scalable and Flexible Multi-View Diffusion for 3D Object Reconstruction from Single-View

no code implementations6 May 2024 Emmanuelle Bourigault, Pauline Bourigault

Generating consistent multiple views for 3D reconstruction tasks is still a challenge to existing image-to-3D diffusion models.

3D Object Reconstruction 3D Reconstruction +2

X-Diffusion: Generating Detailed 3D MRI Volumes From a Single Image Using Cross-Sectional Diffusion Models

no code implementations30 Apr 2024 Emmanuelle Bourigault, Abdullah Hamdi, Amir Jamaludin

In this work, we present X-Diffusion, a cross-sectional diffusion model tailored for Magnetic Resonance Imaging (MRI) data.

Multimodal PET/CT Tumour Segmentation and Prediction of Progression-Free Survival using a Full-Scale UNet with Attention

1 code implementation6 Nov 2021 Emmanuelle Bourigault, Daniel R. McGowan, Abolfazl Mehranian, Bartłomiej W. Papież

The MICCAI 2021 HEad and neCK TumOR (HECKTOR) segmentation and outcome prediction challenge creates a platform for comparing segmentation methods of the primary gross target volume on fluoro-deoxyglucose (FDG)-PET and Computed Tomography images and prediction of progression-free survival in H\&N oropharyngeal cancer. For the segmentation task, we proposed a new network based on an encoder-decoder architecture with full inter- and intra-skip connections to take advantage of low-level and high-level semantics at full scales.

Decoder Segmentation +1

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