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    <responseDate>2026-10-14T13:22:45Z</responseDate>
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    <identifier>10.57760/sciencedb.40394</identifier>
    <datestamp>2026-06-22T10:23:56Z</datestamp>
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  <dc:date>2026-06-22</dc:date>
  <dc:title>Mamba-MoE reproducibility evidence package</dc:title>
  <dc:identifier>doi:10.57760/sciencedb.40394</dc:identifier>
  <dc:language>en</dc:language>
  <dc:description>This dataset provides the reproducibility evidence package supporting the manuscript &amp;ldquo;Mamba-MoE: Deterministic Intermediate Expert Isolation With a Shared Reconstruction Head for All-in-One Medical Image Restoration.&amp;rdquo; It contains result summaries, per-case or per-slice metric tables where permitted, bootstrap/statistical analysis scripts, evaluation command notes, figure-generation metadata, and checkpoint/configuration hashes for the reported 120,000-iteration model.The package is intended to document the provenance of the reported restoration, efficiency, proxy downstream, sanity-evaluation, routing-diagnostic, module-diagnostic, and feature-analysis results. It does not redistribute raw medical images, restricted benchmark data, full saved prediction volumes, or private training logs. Access to the original medical datasets follows the corresponding benchmark or data-provider terms.</dc:description>
  <dc:subject>Mamba-MoE; medical image restoration; multimodal medical imaging; deterministic expert isolation; mixture of experts</dc:subject>
  <dc:creator>Yang Liu</dc:creator>
  <dc:creator>Ranran Man</dc:creator>
  <dc:creator>Yanjun Peng</dc:creator>
  <dc:creator>Jindong Sun</dc:creator>
  <dc:creator>Guang Yang</dc:creator>
  <dc:rights>PUBLIC</dc:rights>
  <dc:rights>https://creativecommons.org/licenses/by-nc/4.0/</dc:rights>
  <dc:type>dataset</dc:type>
  <dc:publisher>Science Data Bank</dc:publisher>
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