- Laboratoire Traitement et Communication de l’InformationFR2 papers
- Centre de Résonance Magnétique Biologique et MédicaleFR1 paper
- Centre Hospitalier Annecy GenevoisFR1 paper
- Centre Inria de SaclayFR1 paper
- École PolytechniqueFR1 paper
- Hôpital Paul-BrousseFR1 paper
- Institute of Ethnology and Folklore ResearchHR1 paper
- Sorbonne Paris CitéFR1 paper
- Télécom ParisFR1 paper
- Université Paris CitéFR1 paper
4 papers
Guiding the classification of hepatocellular carcinoma on 3D CT-scans using deep and handcrafted radiological features
E. Sarfati, A. Bône, M-M. Rohé +4
Hepatocellular carcinoma is the most spread primary liver cancer across the world (80\% of the liver tumors). The gold standard for HCC diagnosis is liver biopsy. However, in…
Enhancing the automatic segmentation and analysis of 3D liver vasculature models
Yassine Machta, Omar Ali, Kevin Hakkakian +4
Surgical assessment of liver cancer patients requires identification of the vessel trees from medical images. Specifically, the venous trees - the portal (perfusing) and the hepati…
Non-Redundant Combination of Hand-Crafted and Deep Learning Radiomics: Application to the Early Detection of Pancreatic Cancer
Rebeca Vétil, Clément Abi-Nader, Alexandre Bône +4
We address the problem of learning Deep Learning Radiomics (DLR) that are not redundant with Hand-Crafted Radiomics (HCR). To do so, we extract DLR features using a VAE while enfor…
Characterization of Flexible RF Microcoil Dedicated to Surface Mri
M. Woytasik, J. -C. Ginefri, J. -S. Raynaud +8
In Magnetic Resonance Imaging (MRI), to achieve sufficient Signal to Noise Ratio (SNR), the electrical performance of the RF coil is critical. We developed a device (microcoil) bas…