2 papers
cs.CV2025
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…
cs.CV2023
Weakly-supervised positional contrastive learning: application to cirrhosis classification
Emma Sarfati, Alexandre Bône, Marc-Michel Rohé +2
Large medical imaging datasets can be cheaply and quickly annotated with low-confidence, weak labels (e.g., radiological scores). Access to high-confidence labels, such as histolog…