Data · dataset · 2026
Supplementary Tables S1-S11 from Utilizing Machine Learning to Identify Multimodal Signatures for Patients Who Would Benefit from the Addition of Tremelimumab to Durvalumab and Chemotherapy (TRIDENT)
Listed in ZivaHub and Deakin Research Online and DMU Figshare — shown once because both records carry DOI 10.1158/1078-0432.34040690
<p>Supplementary Table 1.
Description
Time-to-event models’ hyperparameter space for Bayesian optimization. Supplementary Table 2.
Baseline characteristics for patients included in analysis set 2. Supplementary Table 3. Baseline characteristics for patients included in analysis set 3.
Read the rest (5 more)
Supplementary Table 4. Baseline characteristics for patients included in analysis set 4. Supplementary Table 5.
Baseline characteristics for patients included in analysis set 5. Supplementary Table 6. Baseline characteristics for patients included in analysis set 6.
Supplementary Table 7. Distribution of missing values for all clinical features. Supplementary Table 8.
Representativeness of study participants Supplementary Table 9. Integrated AUC between 0 and 24 months for all numerical features (analysis set 1) Supplementary Table 10. Wald test P-values for all categorical features, ranked according to P-values in the tremelimumab plus durvalumab and chemotherapy arm (analysis set 1) Supplementary Table 11.
Group statistics for the 50% of patients with higher/lower treatment benefit (from addition of tremelimumab to durvalumab and chemotherapy) identified by the best performing model (Model 7) with deep dive in STK11, KRAS, and KEAP1 mutations.</p>
Links
Where it is published
- DOI doi.org/10.1158/1078-0432.34040690 ↗
DOI / persistent id · from zivahub uct ac za
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from zivahub uct ac za
Topics
- From keywords
- Cancer · Cancer · Cancer · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Immunology · Immunology · Immunology · Medicine & Health · Medicine & Health · Medicine & Health
- Inferred from text
- Tabular 65%
Provenance · 3 source records, 17 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ZivaHub | oai:figshare.com:article/34040690 | 13 d ago | JSON v1 |
| Deakin Research Online | oai:figshare.com:article/34040690 | 13 d ago | JSON v1 |
| DMU Figshare | oai:figshare.com:article/34040690 | 13 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
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| concepts[disease].local:disease:cancer | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Cancer'] |
| concepts[disease].local:disease:cancer | mapping · figshare dmu ac uk | vocabulary-mapper@1.0.0 | keywords['Cancer'] |
| concepts[field].anzsrc:group:3204 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['Immunology'] |
| concepts[field].anzsrc:group:3204 | mapping · figshare dmu ac uk | vocabulary-mapper@1.0.0 | keywords['Immunology'] |
| concepts[field].anzsrc:group:3204 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Immunology'] |
| concepts[field].local:field:earth-environmental | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[modality].local:modality:tabular | enrichment · zivahub uct ac za | keyword-concept-rules@1.0.0 | title+description (65%) |
| description | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/description |
| license_text | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| publication_date | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| title | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/title |