Imaging · dataset · 2026
<p>Confusion matrices and performance metrics of the AI-mrEMVI model.</p>
Listed in UCL Research Data Repository
<p><b>(A)</b> Confusion matrix for external test cohort 1. <b>(B)</b> Confusion matrix for external test cohort 2. <b>(C)</b> Classification performance metrics of the model.
Description
AI, artificial intelligence; mr, magnetic resonance; EMVI, extramural vascular invasion; T2WI, T2-weighted image; PPV, Positive Predictive Value; NPV, Negative Predictive Value; AUC, Area Under the ROC Curve.</p>
Links
Where it is published
- DOI doi.org/10.1371/journal.pdig.0001763.g003 ↗
DOI / persistent id · from rdr ucl ac uk
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from rdr ucl ac uk
Topics
- From keywords
- Biochemistry and cell biology · Cancer · Earth & Environmental Science · Life Sciences · Magnetic resonance imaging · Mathematics & Statistics · Medicine & Health
- Inferred from text
- Image 75%
Provenance · 1 source records, 13 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| UCL Research Data Repository | oai:figshare.com:article/34048949 | 5 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · rdr ucl ac uk | connector:rdr_ucl_ac_uk@1.0.0 | |
| concepts[disease].local:disease:cancer | mapping · rdr ucl ac uk | vocabulary-mapper@1.0.0 | keywords['Cancer'] |
| concepts[field].anzsrc:group:3101 | mapping · rdr ucl ac uk | vocabulary-mapper@1.0.0 | keywords['Cell Biology'] |
| concepts[field].local:field:earth-environmental | mapping · rdr ucl ac uk | connector:rdr_ucl_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · rdr ucl ac uk | connector:rdr_ucl_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · rdr ucl ac uk | connector:rdr_ucl_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · rdr ucl ac uk | connector:rdr_ucl_ac_uk@1.0.0 | |
| concepts[modality].local:modality:image | enrichment · rdr ucl ac uk | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[modality].local:modality:mri | mapping · rdr ucl ac uk | vocabulary-mapper@1.0.0 | keywords['magnetic resonance imaging'] |
| description | source · rdr ucl ac uk | connector:rdr_ucl_ac_uk@1.0.0 | /metadata/dc/description |
| license | source · rdr ucl ac uk | connector:rdr_ucl_ac_uk@1.0.0 | /metadata/dc/rights |
| publication_date | source · rdr ucl ac uk | connector:rdr_ucl_ac_uk@1.0.0 | |
| title | source · rdr ucl ac uk | connector:rdr_ucl_ac_uk@1.0.0 | /metadata/dc/title |