Machine Learning Internship - Foundation Models for Radiology

Foundation models are pre-trained on large amounts of data and can be adapted to many downstream tasks with few or no labels. At Raidium, we build our own foundation models for radiology, for 3D CT and MRI imaging. We released Curia , a state-of-the-art vision encoder for CT and MRI, trained on about 150,000 clinical exams. We then built Jolia , a vision-language model for 3D CT that learns from radiology reports at the level of individual findings. Our next steps include localization, multi-vo…