Luvna Dhawka

MICRON learns outcome-associated representations of spatial immune microenvironments

MICRON identifies outcome-linked immune microenvironments from spatial imaging proteomics data, improving prognostic and diagnostic prediction in brain cancer.

Peripheral immune patterns enable robust cross-platform prediction of ALS onset and progression

The paper identifies immune coordination patterns in ALS patients and develops machine learning models to predict disease onset and progression using mass cytometry data.

Leveraging Single-Cell RNA-Seq to Generate Robust Microglia Aging Clocks

The paper develops microglia aging clocks using scRNA-seq data and shows frequency-based featurization balances accuracy, interpretability, and efficiency.

Post-ischemic ubiquitination at the postsynaptic density reversibly influences the activity of ischemia-relevant kinases

The paper identifies ubiquitinated proteins in ischemic stroke using proteomics and shows that ubiquitination modulates kinase activity at the postsynaptic density.