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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.
Helmholtz Munich / University of Basel / Technical University of Munich / ETH Zurich / SIB Swiss Institute of Bioinformatics / MRC Laboratory of Molecular Biology / Genentech / University of Murcia / German Cancer Research Center (DKFZ) / Helmholtz Imaging / King's College London
Released January 5, 2024
Cryo-electron tomography membrane analysis pipeline pairing generalizable U-Net membrane segmentation with mesh-based particle localization.