Sandrine Dudoit

Orcid: 0000-0002-6069-8629

According to our database1, Sandrine Dudoit authored at least 14 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Improving replicability in single-cell RNA-Seq cell type discovery with Dune.
BMC Bioinform., December, 2024

2023
Cross-Validated Loss-based Covariance Matrix Estimator Selection in High Dimensions.
J. Comput. Graph. Stat., April, 2023

2021
cvCovEst: Cross-validated covariance matrix estimator selection and evaluation in R.
J. Open Source Softw., 2021

2020
scPCA: A toolbox for sparse contrastive principal component analysis in R.
J. Open Source Softw., 2020

Exploring high-dimensional biological data with sparse contrastive principal component analysis.
Bioinform., 2020

2019
Filtering procedures for untargeted LC-MS metabolomics data.
BMC Bioinform., 2019

2018
clusterExperiment and RSEC: A Bioconductor package and framework for clustering of single-cell and other large gene expression datasets.
PLoS Comput. Biol., 2018

2011
GC-Content Normalization for RNA-Seq Data.
BMC Bioinform., 2011

2010
Evaluation of statistical methods for normalization and differential expression in mRNA-Seq experiments.
BMC Bioinform., 2010

2009
GenomeGraphs: integrated genomic data visualization with R.
BMC Bioinform., 2009

2008
A general framework for statistical performance comparison of evolutionary computation algorithms.
Inf. Sci., 2008

2006
Multiple Testing Methods For ChIP - Chip High Density Oligonucleotide Array Data.
J. Comput. Biol., 2006

2003
Loss-based estimation with cross-validation: applications to microarray data analysis.
SIGKDD Explor., 2003

Bagging to Improve the Accuracy of A Clustering Procedure.
Bioinform., 2003


  Loading...