Author

Cédric Riedel

Inserm

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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Bioinformatics· 1 Genetic & Genomic Medicine· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 2 Research Focus:differential expression· 2 Organism:human· 2 Approach:machine learning (classical)· 2

Frequent Co-Authors

Anthony Boureux· 2 shared Florence RuffléiD· 2 shared Raíssa SilvaiD· 2 shared Thérèse CommesiD· 2 shared Benoit Guibert· 1 shared Jérôme RebouliD· 1 shared Mélina GallopiniD· 1 shared

Activity by Year

2023-2024 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 19 mutual co-author links

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2 shared papersBioinformatics

Anthony Boureux

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2 papers

Recent·Most cited

Comparing machine learning models for predicting mutation status in Acute Myeloid Leukemia patients using RNA-seq data

Raíssa Silva, Cédric Riedel, Jérôme Reboul, Florence Rufflé, Mélina Gallopin, Anthony Boureux, Thérèse Commes

The paper compares machine learning models to predict mutation status in AML patients using RNA-seq data, finding complex models achieve high accuracy for NPM1, IDH1/IDH2, and FLT3-ITD mutations.

bioRxiv · Nov 13, 2024 · PreprintBioinformatics

A k-mer based transcriptomics analysis for NPM1-mutated AML

Raíssa Silva, Cédric Riedel, Benoit Guibert, Florence Rufflé, Anthony Boureux, Thérèse Commes

The paper develops a k-mer based transcriptomics analysis to distinguish NPM1-mutated from non-mutated AML patients, achieving over 95% accuracy in three scenarios.

medRxiv · Jan 31, 2023 · PreprintGenetic & Genomic Medicine