Loyal A. Goff

Enter the matrix: Interpreting unsupervised feature learning with matrix decomposition to discover hidden knowledge in high-throughput omics data

Aedín C. Culhane, Casey S. Greene, Raman Arora, 2017, bioRxiv.

Enter the matrix: factorization uncovers knowledge from omics Names/Affiliations

Aedín C. Culhane, Casey S. Greene, Raman Arora, 2018 .

projectR: An R/Bioconductor package for transfer learning via PCA, NMF, correlation, and clustering

Gaurav Sharma, Carlo Colantuoni, Elana J. Fertig, 2019, bioRxiv.

Decomposing cell identity for transfer learning across cellular measurements, platforms, tissues, and species

Carlo Colantuoni, Elana J. Fertig, Genevieve Stein-O'Brien, 2018, bioRxiv.

Linear models enable powerful differential activity analysis in massively parallel reporter assays

Kasper Daniel Hansen, Loyal A. Goff, Dimitrios Avramopoulos, 2017 .

DeCoN: Genome-wide Analysis of In Vivo Transcriptional Dynamics during Pyramidal Neuron Fate Selection in Neocortex

Loyal A. Goff, Paola Arlotta, John L. Rinn, 2015, Neuron.

DNMT1-interacting RNAs block gene specific DNA methylation

Pu Zhang, Loyal A. Goff, Meritxell Alberich-Jorda, 2013, Nature.

Long noncoding RNAs: Central to nervous system development

Loyal A. Goff, Ronald P. Hart, L. Goff, 2016, International Journal of Developmental Neuroscience.