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Data · dataset · 2026

Supplementary Figure S3 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 10.1158/1078-0432.34040696

<p>Supplementary Figure 3.

Description

Partial dependence plots (PDPs) for (A) Model 4, analysis set 2 (clinical and radiomics); (B) Model 7, analysis set 3 (clinical and genomics); (C) Model 19, analysis set 6 (clinical and genomics, non-squamous patients only). The PDPs show the predicted CATE against the selected feature, by averaging the model's predictions over all patients with that feature set to a specific value and all other features held constant.

Panel A shows PDPs for the top 5 features in Figure 3A, panel 3. Panel B shows PDPs for the top 5 features in Figure 3B, panel 3. Panel C shows PDPs for the top 5 features in Figure 3C, panel 3.</p>

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Provenance · 3 source records, 16 field assertions
SourceKeyLast seenRaw
ZivaHuboai:figshare.com:article/3404069610 d agoJSON v1
Deakin Research Onlineoai:figshare.com:article/3404069610 d agoJSON v1
DMU Figshareoai:figshare.com:article/3404069610 d agoJSON v1
FieldAssertionExtractorEvidence
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concepts[disease].local:disease:cancermapping · dro deakin edu auvocabulary-mapper@1.0.0keywords['Cancer']
concepts[field].anzsrc:group:3204mapping · zivahub uct ac zavocabulary-mapper@1.0.0keywords['Immunology']
concepts[field].anzsrc:group:3204mapping · dro deakin edu auvocabulary-mapper@1.0.0keywords['Immunology']
concepts[field].anzsrc:group:3204mapping · figshare dmu ac ukvocabulary-mapper@1.0.0keywords['Immunology']
concepts[field].local:field:earth-environmentalmapping · dro deakin edu auconnector:dro_deakin_edu_au@1.0.0
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concepts[field].local:field:medicine-healthmapping · dro deakin edu auconnector:dro_deakin_edu_au@1.0.0
concepts[field].local:field:medicine-healthmapping · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0
concepts[field].local:field:medicine-healthmapping · figshare dmu ac ukconnector:figshare_dmu_ac_uk@1.0.0
descriptionsource · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0/metadata/dc/description
license_textsource · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0
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titlesource · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0/metadata/dc/title