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Terms and Conditions for Using the MR-RATE Dataset 1. Acceptance of Terms Accessing and using the MR-RATE dataset implies your agreement to these terms and conditions. If you disagree with any part, please refrain from using the dataset.
2. Permitted Use
- The dataset is intended solely for academic, research, and educational purposes.
- Any commercial exploitation of the dataset without prior permission is strictly forbidden.
- You must adhere to all relevant laws, regulations, and research ethics, including data privacy and protection standards.
3. Data Protection and Privacy
- Acknowledge the presence of sensitive information within the dataset and commit to maintaining data confidentiality.
- Direct attempts to re-identify individuals from the dataset are prohibited.
- Ensure compliance with data protection laws such as GDPR and HIPAA.
4. Attribution
- Cite the dataset and acknowledge the providers in any publications resulting from its use.
- Claims of ownership or exclusive rights over the dataset or derivatives are not permitted.
5. Redistribution
- Redistribution of the dataset or any portion thereof is not allowed.
- Sharing derived data must respect the privacy and confidentiality terms set forth.
6. Disclaimer
The dataset is provided "as is" without warranty of any kind, either expressed or implied, including but not limited to the accuracy or completeness of the data.
7. Limitation of Liability
Under no circumstances will the dataset providers be liable for any claims or damages resulting from your use of the dataset.
8. Access Revocation
Violation of these terms may result in the termination of your access to the dataset.
9. Amendments
The terms and conditions may be updated at any time; continued use of the dataset signifies acceptance of the new terms.
10. Governing Law
These terms are governed by the laws of the location of the dataset providers, excluding conflict of law rules.
Consent:
Accessing and using the MR-RATE dataset signifies your acknowledgment and agreement to these terms and conditions.
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MR-RATE: A Vision-Language Foundation Model and Dataset for Magnetic Resonance Imaging
Paper (Coming soon) | GitHub | Dataset Repositories | Model Weights (Coming soon)
This is the MR-RATE-atlas repository, part of the MR-RATE dataset release. It contains atlas-registered brain MRI volumes in which all imaging sequences within each study have been spatially normalized to the MNI152 standard atlas space. For full dataset details, native-space MRI volumes, radiology reports, metadata, and data splits, please refer to the MR-RATE repository.
Atlas-Registered Brain MRI Volumes
Within each study, the T1-weighted brain MRI volume serving as the center modality is rigidly registered to the MNI152 atlas using ANTs. The co-registered moving modalities from MR-RATE-coreg are then transformed to atlas space by composing the native-to-center and center-to-atlas transforms, bringing all sequences of a given study into a standardized coordinate space that enables group-level analyses and cross-patient comparisons.
This repository provides:
- Atlas-registered center modalities — All T1-weighted center modality brain MRI volumes warped to MNI152 atlas space, in NIfTI format
- Atlas-registered moving modalities — All moving modality brain MRI volumes transformed to MNI152 atlas space, in NIfTI format
- Registration transforms — The ANTs transform files mapping each center modality to the MNI152 atlas, enabling users to apply or invert them in their own workflows
A detailed guide explaining the dataset organization, the preprocessing steps used, and download instructions is coming soon.
Citing Us
When using this dataset, please consider citing the following related papers:
Coming soon
Ethical Approval
Information for researchers who require ethical approval documentation for grant applications is coming soon.
License
We are committed to fostering innovation and collaboration in the research community. To this end, all elements of the MR-RATE dataset are released under a Creative Commons Attribution (CC BY-NC-SA 4.0) license. This licensing framework ensures that our contributions can be freely used for non-commercial research purposes, while also encouraging contributions and modifications, provided that the original work is properly cited and any derivative works are shared under similar terms.
For commercial inquiries related to MR-RATE, please contact: contact@forithmus.com.
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