Search Results - "dual branch autoencoder"

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    Prism: Privacy-Preserving Inter-Site MRI Harmonization via Disentangled Representation Learning by Galada, Sarang, Halder, Tanurima, Deo, Kunal, Krish, Ram P., Jadhav, Kshitij

    ISSN: 1945-8452
    Published: IEEE 14.04.2025
    “… PRISM employs a dual-branch autoencoder with contrastive learning and variational inference to disentangle anatomical features from style and site-specific variations, enabling unpaired image…”
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    PRISM: Privacy-preserving Inter-Site MRI Harmonization via Disentangled Representation Learning by Galada, Sarang, Halder, Tanurima, Deo, Kunal, Krish, Ram P, Jadhav, Kshitij

    ISSN: 2331-8422
    Published: Ithaca Cornell University Library, arXiv.org 10.11.2024
    Published in arXiv.org (10.11.2024)
    “… PRISM employs a dual-branch autoencoder with contrastive learning and variational inference to disentangle anatomical features from style and site-specific variations, enabling unpaired image…”
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