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Data · dataset · 2026

Mamba-MoE reproducibility evidence package

Listed in ScienceDB

Description

This dataset provides the reproducibility evidence package supporting the manuscript “Mamba-MoE: Deterministic Intermediate Expert Isolation With a Shared Reconstruction Head for All-in-One Medical Image Restoration.” 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.

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Where it is published

Catalogue records · 1

Topics

Inferred from text
Image 75%
Provenance · 1 source records, 12 field assertions
SourceKeyLast seenRaw
ScienceDB10.57760/sciencedb.4039412 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:earth-environmentalmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:engineeringmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:humanitiesmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:life-sciencesmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:medicine-healthmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:social-sciencemapping · scidb cnconnector:scidb_cn@1.0.0
concepts[modality].local:modality:imageenrichment · scidb cnkeyword-concept-rules@1.0.0title+description (75%)
descriptionsource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/description
licensesource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/rights
publication_datesource · scidb cnconnector:scidb_cn@1.0.0
titlesource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/title