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A Hybrid Dual-pathway Compression Framework for Volumetric Brain MRI: Lossless ROI via 3D-MEDLC and Learned Lossy RONI via VQ-VAE.

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Title: A Hybrid Dual-pathway Compression Framework for Volumetric Brain MRI: Lossless ROI via 3D-MEDLC and Learned Lossy RONI via VQ-VAE.
Authors: Abed, Farah S.1, cse.23.09@grad.uotechnology.edu.iq, Hashim, Ashwaq T.2, Jirjees, Seerwan W.2
Source: International Journal of Intelligent Engineering & Systems; 2026, Vol. 19 Issue 7, p215-231, 17p
Database: Applied Science & Technology Source
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      – Type: doi
        Value: 10.22266/ijies2026.0731.14
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      – Code: eng
        Text: English
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        PageCount: 17
        StartPage: 215
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      – TitleFull: A Hybrid Dual-pathway Compression Framework for Volumetric Brain MRI: Lossless ROI via 3D-MEDLC and Learned Lossy RONI via VQ-VAE.
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            NameFull: Hashim, Ashwaq T.
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            NameFull: Jirjees, Seerwan W.
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              Text: 2026
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