Sandrine Dudoit

Sandrine Dudoit

University of California, Berkeley

H-index: 68

North America-United States

About Sandrine Dudoit

Sandrine Dudoit, With an exceptional h-index of 68 and a recent h-index of 41 (since 2020), a distinguished researcher at University of California, Berkeley, specializes in the field of Applied Statistics, Genomics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Trajectory inference across multiple conditions with condiments

A Latent Activated Olfactory Stem Cell State Revealed by Single Cell Transcriptomic and Epigenomic Profiling

A flexible approach for predictive biomarker discovery

HSA Adductomics Reveals Sex Differences in NHL Incidence and Possible Involvement of Microbial Translocation

Guidance on Individualized Treatment Rule Estimation in High Dimensions

A nonparametric framework for treatment effect modifier discovery in high dimensions

Cross-validated loss-based covariance matrix estimator selection in high dimensions

One-carbon (folate) metabolism pathway at birth and risk of childhood acute lymphoblastic leukemia: A biomarker study in newborns

Sandrine Dudoit Information

University

Position

Division of Biostatistics and Department of Statistics

Citations(all)

58569

Citations(since 2020)

16574

Cited By

48326

hIndex(all)

68

hIndex(since 2020)

41

i10Index(all)

118

i10Index(since 2020)

83

Email

University Profile Page

Google Scholar

Sandrine Dudoit Skills & Research Interests

Applied Statistics

Genomics

Top articles of Sandrine Dudoit

Trajectory inference across multiple conditions with condiments

Nature Communications

2024/1/27

A Latent Activated Olfactory Stem Cell State Revealed by Single Cell Transcriptomic and Epigenomic Profiling

bioRxiv

2023/10/31

A flexible approach for predictive biomarker discovery

Biostatistics

2023/10/1

HSA Adductomics Reveals Sex Differences in NHL Incidence and Possible Involvement of Microbial Translocation

Cancer Epidemiology, Biomarkers & Prevention

2023/9/1

Guidance on Individualized Treatment Rule Estimation in High Dimensions

arXiv preprint arXiv:2306.16402

2023/6/28

A nonparametric framework for treatment effect modifier discovery in high dimensions

arXiv preprint arXiv:2304.05323

2023/4/11

Cross-validated loss-based covariance matrix estimator selection in high dimensions

Journal of Computational and Graphical Statistics

2023/4/3

Philippe Boileau
Philippe Boileau

H-Index: 1

Sandrine Dudoit
Sandrine Dudoit

H-Index: 40

One-carbon (folate) metabolism pathway at birth and risk of childhood acute lymphoblastic leukemia: A biomarker study in newborns

Cancers

2023/2/5

Sandrine Dudoit
Sandrine Dudoit

H-Index: 40

Normalization benchmark of ATAC-seq datasets shows the importance of accounting for GC-content effects

Cell Reports Methods

2022/11/21

CALDERA: finding all significant de Bruijn subgraphs for bacterial GWAS

Bioinformatics

2022/7

Sandrine Dudoit
Sandrine Dudoit

H-Index: 40

Laurent Jacob
Laurent Jacob

H-Index: 18

cvCovEst: Cross-validated covariance matrix estimator selection and evaluation inR

Journal of Open Source Software

2021/7/26

Philippe Boileau
Philippe Boileau

H-Index: 1

Sandrine Dudoit
Sandrine Dudoit

H-Index: 40

Untargeted metabolomics of newborn dried blood spots reveals sex-specific associations with pediatric acute myeloid leukemia

Leukemia research

2021/7/1

Kelsi Perttula
Kelsi Perttula

H-Index: 6

Sandrine Dudoit
Sandrine Dudoit

H-Index: 40

Extending the HSA-Cys34-adductomics pipeline to modifications at Lys525

Chemical Research in Toxicology

2021/11/17

Hasmik Grigoryan
Hasmik Grigoryan

H-Index: 16

Sandrine Dudoit
Sandrine Dudoit

H-Index: 40

Klf5 establishes bi-potential cell fate by dual regulation of ICM and TE specification genes

Cell reports

2021/11/9

A multimodal cell census and atlas of the mammalian primary motor cortex

Nature

2021/10/7

Untargeted metabolomics profiles of newborn dried blood spots and pediatric acute myeloid leukemia: a pilot study

ISEE Conference Abstracts

2020/8/27

Non-neuronal expression of SARS-CoV-2 entry genes in the olfactory system suggests mechanisms underlying COVID-19-associated anosmia

Science advances

2020/7/31

Abstract C065: Breast cancer risk in US-born Latina women: potential role of reactive electrophiles

Cancer Epidemiology, Biomarkers & Prevention

2020/6/1

Exploring high-dimensional biological data with sparse contrastive principal component analysis

Bioinformatics

2019/1/1

Philippe Boileau
Philippe Boileau

H-Index: 1

Sandrine Dudoit
Sandrine Dudoit

H-Index: 40

See List of Professors in Sandrine Dudoit University(University of California, Berkeley)