Data · dataset · 2026
<p>Detailed Albumentations augmentation parameters and application probabilities used for SEM image dataset generation and model training.</p>
Listed in NCL Data
<p>Detailed Albumentations augmentation parameters and application probabilities used for SEM image dataset generation and model training.</p>
Links
Where it is published
- DOI doi.org/10.1371/journal.pone.0359594.t004 ↗
DOI / persistent id · from data ncl ac uk
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from data ncl ac uk
Topics
- From keywords
- Biochemistry and cell biology · Cancer · Computer Science & AI · Earth & Environmental Science · Life Sciences · Medicine & Health · Social Science
- Inferred from text
- Image 75%
Provenance · 1 source records, 13 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| NCL Data | oai:figshare.com:article/34072159 | 16 h ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · data ncl ac uk | connector:data_ncl_ac_uk@1.0.0 | |
| concepts[disease].local:disease:cancer | mapping · data ncl ac uk | vocabulary-mapper@1.0.0 | keywords['Cancer'] |
| concepts[field].anzsrc:group:3101 | mapping · data ncl ac uk | vocabulary-mapper@1.0.0 | keywords['Cell Biology'] |
| concepts[field].local:field:computer-science-ai | mapping · data ncl ac uk | connector:data_ncl_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · data ncl ac uk | connector:data_ncl_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · data ncl ac uk | connector:data_ncl_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · data ncl ac uk | connector:data_ncl_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · data ncl ac uk | connector:data_ncl_ac_uk@1.0.0 | |
| concepts[modality].local:modality:image | enrichment · data ncl ac uk | keyword-concept-rules@1.0.0 | title+description (75%) |
| description | source · data ncl ac uk | connector:data_ncl_ac_uk@1.0.0 | /metadata/dc/description |
| license | source · data ncl ac uk | connector:data_ncl_ac_uk@1.0.0 | /metadata/dc/rights |
| publication_date | source · data ncl ac uk | connector:data_ncl_ac_uk@1.0.0 | |
| title | source · data ncl ac uk | connector:data_ncl_ac_uk@1.0.0 | /metadata/dc/title |