Author

O. Saut

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Cancer Biology· 2

Signature Assays, Organisms & Methods

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Research Focus:drug response / drug discovery· 2 Organism:human· 2 Approach:statistical model· 2 Assay:clinical cohort / trial· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

A. Collin· 1 shared C. Nicolo· 1 shared C. Perier· 1 shared F. Chomy· 1 shared G. MacGrogan· 1 shared J. Palussiere· 1 shared L. Missenard· 1 shared M. Prague· 1 shared

Activity by Year

2019-2020 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 20 mutual co-author links

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1 shared paperCancer Biology

A. Collin

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2 papers

Recent·Most cited

Machine learning and mechanistic modeling for prediction of metastatic relapse in breast cancer

C. Nicolo, C. Perier, M. Prague, G. MacGrogan, O. Saut, S. Benzekry

This paper develops a mechanistic model to predict metastatic relapse in breast cancer using clinicopathological data and compares its performance to existing statistical and machine learning methods.

bioRxiv · Mar 26, 2020Cancer Biology

A novel imaging biomarker for survival prediction in EGFR-mutated NSCLC patients treated with TKI

A. Collin, V. Groza, L. Missenard, F. Chomy, T. Colin, J. Palussiere, O. Saut

This study develops an imaging biomarker based on tumor heterogeneity evolution to predict survival in EGFR-mutated NSCLC patients treated with TKI, showing a statistically significant correlation with overall survival.

bioRxiv · Jun 24, 2019 · PreprintCancer Biology