List of works - Barbara E. Engelhardt

Analysis of population structure: a unifying framework and novel methods based on sparse factor analysis.

scientific article

Bayesian nonparametric discovery of isoforms and individual specific quantification.

scientific article

Causal network inference from gene transcriptional time-series response to glucocorticoids

scientific article published in 2021

Computational approaches to fMRI analysis

scientific article published on February 2017

Context Specific and Differential Gene Co-expression Networks via Bayesian Biclustering

scientific article

Detecting differential growth of microbial populations with Gaussian process regression.

scientific article

Diving deeper to predict noncoding sequence function

scientific article published in September 2015

Genome-wide association study of d-amphetamine response in healthy volunteers identifies putative associations, including cadherin 13 (CDH13)

scientific article published in 2012

Meta-analysis of Genome-Wide Association Studies for Extraversion: Findings from the Genetics of Personality Consortium

scientific article published on 11 September 2015

Meta-analysis of Genome-wide Association Studies for Neuroticism, and the Polygenic Association With Major Depressive Disorder

scientific article

Molecular function prediction for a family exhibiting evolutionary tendencies toward substrate specificity swapping: recurrence of tyrosine aminotransferase activity in the Iα subfamily

scientific article published on 17 June 2013

Nonnegative spatial factorization applied to spatial genomics

scientific article published in 2022

Phylogenetic molecular function annotation

scientific article published on January 2009

Predicting genome-wide DNA methylation using methylation marks, genomic position, and DNA regulatory elements

scientific article

Protein molecular function prediction by Bayesian phylogenomics

scientific article

Sparse multi-output Gaussian processes for online medical time series prediction

scientific article published on 08 July 2020

Stability selection for regression-based models of transcription factor-DNA binding specificity.

scientific article published on July 2013

The impact of sex on gene expression across human tissues

scientific article

netNMF-sc: leveraging gene-gene interactions for imputation and dimensionality reduction in single-cell expression analysis

scientific article published on 28 January 2020

List of works by Barbara E. Engelhardt

Analysis of population structure: a unifying framework and novel methods based on sparse factor analysis.

Bayesian nonparametric discovery of isoforms and individual specific quantification.

Causal network inference from gene transcriptional time-series response to glucocorticoids

Computational approaches to fMRI analysis

Context Specific and Differential Gene Co-expression Networks via Bayesian Biclustering

Detecting differential growth of microbial populations with Gaussian process regression.

Diving deeper to predict noncoding sequence function

Genome-wide association study of d-amphetamine response in healthy volunteers identifies putative associations, including cadherin 13 (CDH13)

Meta-analysis of Genome-Wide Association Studies for Extraversion: Findings from the Genetics of Personality Consortium

Meta-analysis of Genome-wide Association Studies for Neuroticism, and the Polygenic Association With Major Depressive Disorder

Molecular function prediction for a family exhibiting evolutionary tendencies toward substrate specificity swapping: recurrence of tyrosine aminotransferase activity in the Iα subfamily

Nonnegative spatial factorization applied to spatial genomics

Phylogenetic molecular function annotation

Predicting genome-wide DNA methylation using methylation marks, genomic position, and DNA regulatory elements

Protein molecular function prediction by Bayesian phylogenomics

Sparse multi-output Gaussian processes for online medical time series prediction

Stability selection for regression-based models of transcription factor-DNA binding specificity.

The impact of sex on gene expression across human tissues

netNMF-sc: leveraging gene-gene interactions for imputation and dimensionality reduction in single-cell expression analysis