PRISM: Privacy-preserving Inter-Site MRI Harmonization via Disentangled Representation Learning

• Paper: arXiv preprint (submitted to ISBI 2025)

• Cite:

  @misc{galada2024prismprivacypreservingintersitemri,
      title={PRISM: Privacy-preserving Inter-Site MRI Harmonization via Disentangled Representation Learning}, 
      author={Sarang Galada and Tanurima Halder and Kunal Deo and Ram P Krish and Kshitij Jadhav},
      year={2024},
      eprint={2411.06513},
      archivePrefix={arXiv},
      primaryClass={eess.IV},
      url={https://arxiv.org/abs/2411.06513},
  }

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Usage:

• Preprocessing: To be updated soon
• Training: Run the PRISM-training notebook in the /code folder separately for each MRI site dataset and save the models
• Inference: To be updated soon

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Architecture:

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Results: