MR RATE: A Vision Language Foundation Model and Dataset for Magnetic Resonance Imaging This is the MR RATE coreg repository, part of the MR RATE dataset release. It contains co registered MRI volumes in which all imaging volumes within each study have been spatially aligned to a common T1 weighted reference frame. For full dataset details, native space MRI volumes, radiology reports, metadata, and data splits, please refer to the MR RATE repository. To explore, download, and work with the dataset see Dataset Organization & Getting Started . [2026 04 19] Some studies initially missing due to processing job failures have been uploaded. See the backfill guide for details. Co registered MRI Volumes Within each study in native space, a T1 weighted MRI volume is selected as the center modality . All other MRI volumes acquired in the same study, referred to as moving modalities , are rigidly registered to the center modality using ANTs, bringing all volumes into a common anatomical coordinate frame per study. This repository provides: Center modalities (in NIfTI format): All center modality MRI volumes along with their corresponding brain masks and defacing masks, copied from the native s…
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