Data · dataset · 2026
<p>Feature coefficients in the multivariable prediction model.</p>
Listed in UCL Research Data Repository
<p>A. ROC curves and AUCs for two classification models (LDA and SVM) predicting response to azacitidine plus venetoclax (Aza/Ven) using baseline clinical factors in 17 evaluable cases lacking dominant type 1 or type 2 mutations.
Description
Model performance was evaluated by leave-one-out cross-validation (LOOCV). The LDA model achieved an AUC of 0.914 (95% CI, 0.744–1.000).
B. Features and coefficients of the LDA model are shown. AUC, area under the curve; BM, bone marrow; CI, confidence interval; LDA, linear discriminant analysis; NCC, nuclear cell count; PB, peripheral blood; ROC, receiver operating characteristic; SVM, support vector machine; WBC, white blood cell; <i>WT1</i>, Wilms tumor 1.</p>
Links
Where it is published
- DOI doi.org/10.1371/journal.pone.0357898.g004 ↗
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
- Cancer · Earth & Environmental Science · Genetics · Life Sciences · Medicine & Health · Plant biology
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| UCL Research Data Repository | oai:figshare.com:article/34050069 | 13 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:3105 | mapping · rdr ucl ac uk | vocabulary-mapper@1.0.0 | keywords['Genetics'] |
| concepts[field].anzsrc:group:3108 | mapping · rdr ucl ac uk | vocabulary-mapper@1.0.0 | keywords['Plant 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:medicine-health | mapping · rdr ucl ac uk | connector:rdr_ucl_ac_uk@1.0.0 | |
| 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 |