Table · dataset · 2026
Reproducibility data and code for “Reproducible Cortical Links Between Functional Hierarchy, Structure, and Metabolism"
Listed in figshare
Description
<p dir="ltr">This repository contains code, derived parcelwise data, atlas resources, and reproducibility materials supporting the analyses reported in “Reproducible Cortical Links Between Functional Hierarchy, Structure, and Metabolism.” The archive includes functional-gradient construction code, iCSC-438 CIFTI atlas resources, derived data supporting the reported figures and analyses, environment information, data dictionaries, file manifests, and an executable group-level functional-gradient reconstruction example.</p><p dir="ltr">The supplied group-average 438 × 438 functional-connectivity matrix can be processed with the included gradient-construction code to reproduce the supplied 50-component group functional-gradient solution exactly.
Validation showed identical component ordering for all 50 gradients, no sign flips, maximum RMSE = 0, and maximum absolute numerical difference = 0.</p><p dir="ltr">Some underlying source data are not included because they are subject to NIH and/or source-dataset access requirements. See the README and Data Availability information for details.</p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.33351327.v2 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from figshare com
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Computer Science & AI · Earth & Environmental Science · Economics & Finance · Engineering · Humanities · Life Sciences · Medicine & Health · Ocean & Atmospheric Science · Social Science
- Inferred from text
- Computational neuroscience 78%
Provenance · 1 source records, 17 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| figshare | oai:figshare.com:article/33351327 | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].anzsrc:field:320904 | enrichment · figshare com | taxonomy-embedding@1.0.0 | title+keywords+description (78%) |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| description | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/description |
| license | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/rights |
| publication_date | source · figshare com | connector:figshare_com@1.0.0 | |
| title | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/title |