3 papers
cs.CV2025
Curia: A Multi-Modal Foundation Model for Radiology
Corentin Dancette, Julien Khlaut, Antoine Saporta +20
AI-assisted radiological interpretation is based on predominantly narrow, single-task models. This approach is impractical for covering the vast spectrum of imaging modalities, dis…
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…
eess.IV2024
ONCOPILOT: A Promptable CT Foundation Model For Solid Tumor Evaluation
Léo Machado, Hélène Philippe, Ãlodie Ferreres +12
Carcinogenesis is a proteiform phenomenon, with tumors emerging in various locations and displaying complex, diverse shapes. At the crucial intersection of research and clinical pr…