Models (3)
CoLiPRI
Microsoft Research / German Cancer Research Center (DKFZ) / University of Cambridge / Heidelberg University / Mayo Clinic
Released October 20, 2025
Vision-language encoders for chest CT that align 3D volumes with radiology reports using contrastive, report-generation, and masked-image objectives.
Spark3D (S3D)
German Cancer Research Center (DKFZ) / Heidelberg University / Helmholtz Imaging / National Center for Tumor Diseases (NCT) Heidelberg / FLOY / Humanitas University
Released October 30, 2024
Masked-autoencoder foundation model that pre-trains a 3D Residual Encoder U-Net on roughly 39,000 brain MRIs for volumetric image segmentation.
RudolfV
Aignostics / TU Berlin / BIFOLD / Charité – Universitätsmedizin Berlin / German Cancer Research Center (DKFZ) / LMU Munich / Korea University / Max Planck Institute for Informatics
Released January 8, 2024
Self-supervised pathology foundation model with a 300M-parameter vision transformer tile encoder, trained on a multi-stain whole-slide image corpus.