Anna Konstorum

11PUBLICATIONS
46CO-AUTHORS
Deep learningNeural networksBiological network analysisGenomics and transcriptomicsImmunogenetics (incl. genetic immunology)
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Publications (11)

|Jul 17, 2026
Assessing tensor decomposition quality of immune profiling data from a dictionary learning perspective.

|Jan 12, 2025
nipalsMCIA: flexible multi-block dimensionality reduction in R via nonlinear iterative partial least squares.

Max Mattessich, Joaquin Reyna, Edel Aron

|Jun 25, 2024
nipalsMCIA: Flexible Multi-Block Dimensionality Reduction in R via Non-linear Iterative Partial Least Squares.

Max Mattessich, Joaquin Reyna, Edel Aron

|Apr 11, 2024
A supervised Bayesian factor model for the identification of multi-omics signatures.

Jeremy P Gygi, Anna Konstorum, Shrikant Pawar

|Nov 21, 2023
Integrated longitudinal multi-omics study identifies immune programs associated with COVID-19 severity and mortality in 1152 hospitalized participants.

Jeremy P Gygi, Cole Maguire, Ravi K Patel

|Feb 07, 2023
A supervised Bayesian factor model for the identification of multi-omics signatures.

Jeremy P Gygi, Anna Konstorum, Shrikant Pawar

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Frequent Collaborators

6 joint publications

Steven H Kleinstein

4 joint publications

Edel Aron

3 joint publications

Jeremy P Gygi

3 joint publications

Leying Guan